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  1. Employees

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Norsk

Gabriel Hanssen Kiss

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Gabriel Hanssen Kiss

Associate Professor
Department of Computer Science

gabriel.kiss@ntnu.no
+4791897945 Gamle fysikk 353 Gløshaugen, Trondheim
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About

Gabriel Hanssen Kiss, PhD is an Associated Professor at COMP/IDI and a senior engineer at the Operating Room of the Future, St Olavs hospital. He has a computer science engineer diploma from the Technical University of Cluj-Napoca, Romania, a PhD in engineering from K.U. Leuven, Belgium, main topic was visualization and automated polyp detection in virtual colonoscopy. His main area of expertise is related to medical image processing and visualization, extended reality and ultrasound technology. Special interests include volumetric data visualization, image registration and fusion as well as XR for medical and non-medical applications.

Google scholar: https://scholar.google.com/citations?user=c80gz00AAAAJ&hl=en

LinkedIn: https://www.linkedin.com/in/gabriel-hanssen-kiss/?lipi=urn%3Ali%3Apage%3Ad_flagship3_feed%3BesS9Y7YhReSuGbaCrPVYnA%3D%3D

 

 

Publications

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2025

  • Bavirisetti, Durga Prasad; Kiss, Gabriel Hanssen; Arnesen, Petter; Seter, Hanne; Tabassum, Shaira; Lindseth, Frank. (2025) SnowPole Detection: A comprehensive dataset for detection and localization using LiDAR imaging in Nordic winter conditions. Data in Brief
    Academic article
  • Bi, Yang; Fecer, Tomas; Mathisen, Hans Martin; Stenstad, Liv-Inger; Skogås, Jan Gunnar; Kiss, Gabriel Hanssen. (2025) Modeling of body temperature for perioperative patients in the operating room. Energy and Buildings
    Academic article
  • Oskouei, Soroush; Valla, Marit; Pedersen, Andre; Smistad, Erik; Dale, Vibeke Grotnes; Høibø, Maren. (2025) Segmentation of Non-Small Cell Lung Carcinomas: Introducing DRU-Net and Multi-Lens Distortion. Journal of Imaging
    Academic article
  • Hau, Mailys Francoise; Munafò, Riccardo; Saitta, Simone; Veronesi, Federico; Ingallina, Giacomo; Grenne, Bjørnar Leangen. (2025) Vendor-Agnostic 3D Mitral Valve Segmentation Using Semi-Supervised Learning.
    Academic chapter/article/Conference paper

2024

  • Yu, Jinyang; Tannvik, Tomas Dybos; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Slagsvold, Katrine Hordnes; Kirkeby-Garstad, Idar. (2024) Kontinuerlig overvåking av venstre ventrikkelfunksjon hos intensivpasienter med transøsofageal ekkokardiografi og dyp læring reflekterer ventrikuloarteriell kobling. NAForum
    Abstract
  • Yu, Jinyang; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Tannvik, Tomas Dybos; Slagsvold, Katrine Hordnes; Kirkeby-Garstad, Idar. (2024) Kontinuerlig 3D transøsofageal ekkokardiografi og dyp læring for overvåking av venstre ventrikkelfunksjon hos postoperative intensivpasienter. NAForum
    Abstract
  • Faldaas, Bjørn Ove; Nielsen, Erik Waage; Storm, Benjamin Stage; Lappegård, Knut Tore; Nilsen, Bent Aksel; Kiss, Gabriel Hanssen. (2024) Real-time feedback on chest compression efficacy by hands-free carotid Doppler in a porcine model. Resuscitation Plus
    Academic article
  • Bavirisetti, Durga Prasad; Kiss, Gabriel Hanssen; Lindseth, Frank. (2024) A Pole Detection and Geospatial Localization Framework using LiDAR-GNSS Data Fusion. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Yu, Jinyang; Tasken, Anders Austlid; Flade, Hans Martin; Skogvoll, Eirik; Berg, Erik Andreas Rye; Grenne, Bjørnar Leangen. (2024) Automatic assessment of left ventricular function for hemodynamic monitoring using artificial intelligence and transesophageal echocardiography. Journal of clinical monitoring and computing
    Academic article
  • Sæther, Jarl Sondre Bringslid; Holter, Bendik Gjermundrød; Lindseth, Frank; Kiss, Gabriel Hanssen. (2024) Enhancing Cell Detection with Transformer-Based Architectures in Multi-Level Magnification Classification for Computational Pathology. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Fominykh, Mikhail; Prasolova-Førland, Ekaterina; Themeli, Chrysoula; Haugum, Mathilde Haukø; Woldseth, Miriam Vaarum; Kallestad, Asbjørn Fiksdal. (2024) Peer Learning of Neuroanatomy with Augmented Reality: the Nevrolens application. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Tasken, Anders Austlid; Yu, Jinyang; Berg, Erik Andreas Rye; Grenne, Bjørnar Leangen; Holte, Espen; Dalen, Håvard. (2024) Automatic Detection and Tracking of Anatomical Landmarks in Transesophageal Echocardiography for Quantification of Left Ventricular Function. Ultrasound in Medicine and Biology
    Academic article
  • Maddali, Dharani Dhar; Solvin, Håvard Bjerkeseth; Lippert, Matthias; Karabiyik, Yücel; Dahle, Gry; Hjelmervik, Jon Mikkelsen. (2024) Monte Carlo-based rendering of 3D echocardiography for mixed reality-guided atrial septal puncture positioning. Computer Assisted Surgery
    Academic article
  • Faldaas, Bjørn Ove; Storm, Benjamin Stage; Lappegård, Knut Tore; How, Ole-Jakob; Nilsen, Bent Aksel; Kiss, Gabriel Hanssen. (2024) A hands-free carotid Doppler can identify spontaneous circulation without interrupting cardiopulmonary resuscitation: an animal study. Intensive Care Medicine Experimental
    Academic article
  • Yu, Jinyang; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Tannvik, Tomas Dybos; Slagsvold, Katrine Hordnes; Kirkeby-Garstad, Idar. (2024) Continuous monitoring of left ventricular function in postoperative intensive care patients using artificial intelligence and transesophageal echocardiography. Intensive Care Medicine Experimental
    Academic article
  • Phan, Johan; Sarmad, Muhammad; Ruspini, Leonardo Carlos; Kiss, Gabriel Hanssen; Lindseth, Frank. (2024) Generating 3D images of material microstructures from a single 2D image: a denoising diffusion approach. Scientific Reports
    Academic article
  • Håversen, Andreas Hammer; Bavirisetti, Durga Prasad; Kiss, Gabriel Hanssen; Lindseth, Frank. (2024) QT-UNet: A Self-Supervised Self-Querying All-Transformer U-Net for 3D Segmentation. IEEE Access
    Academic article
  • Sarmad, Muhammad; Lindseth, Frank; Kiss, Gabriel Hanssen; Ruspini, Leonardo Carlos. (2024) Applications of Computer Vision and Deep Learning for Digital Rock Analysis. Doctoral theses at NTNU (114)
    Doctoral dissertation
  • Hau, Mailys Francoise; Kildahl, Henrik Agerup; Veronesi, Federico; Lindseth, Frank; Grenne, Bjørnar Leangen; Kiss, Gabriel Hanssen. (2024) Automatic 3D Segmentation of Closed Mitral Valve Leaflets on Transesophageal Echocardiogram. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article

2023

  • Bavirisetti, Durga Prasad; Martinsen, Herman Ryen; Kiss, Gabriel Hanssen; Lindseth, Frank. (2023) A Multi-Task Vision Transformer for Segmentation and Monocular Depth Estimation for Autonomous Vehicles. IEEE Open Journal of Intelligent Transportation Systems
    Academic article
  • Faldaas, Bjørn Ove; Nielsen, Erik Waage; Storm, Benjamin Stage; Lappegård, Knut Tore; How, Ole-Jakob; nielsen, bent aksel. (2023) Real Time Feedback of Chest Compressions by Hands-Free Carotid Doppler in a Porcine Model. Circulation
    Abstract
  • Bavirisetti, Durga Prasad; Brobak, Eskild; Espen, Peder Hanch-Hansen; Kiss, Gabriel Hanssen; Lindseth, Frank. (2023) Simulated RGB and LiDAR Image based Training of Object Detection Models in the Context of Autonomous Driving. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Shami, Mamoona Birkhez; Kiss, Gabriel Hanssen; Haakonsen, Trond Arve; Lindseth, Frank. (2023) Geo-locating Road Objects using Inverse Haversine Formula with NVIDIA Driveworks. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Yu, Jinyang; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Tannvik, Tomas Dybos; Kirkeby-Garstad, Idar; Grenne, Bjørnar Leangen. (2023) Kontinuerlig overvåking av venstre ventrikkelfunksjon hos intensivpasienter ved bruk av transøsofageal ekkokardiografi og kunstig intelligens. NAForum
    Abstract
  • Yu, Jinyang; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Tannvik, Tomas Dybos; Kirkeby-Garstad, Idar; Grenne, Bjørnar Leangen. (2023) Continuous monitoring of left ventricular function in intensive care using transesophageal echocardiography and artificial intelligence. Intensive Care Medicine Experimental
    Abstract
  • Kildahl-Andersen, Arne; Hofstad, Erlend Fagertun; Sorger, Hanne; Amundsen, Tore; Langø, Thomas; Leira, Håkon Olav. (2023) Bronchoscopy using a head-mounted mixed reality device—a phantom study and a first in-patient user experience. Frontiers in Virtual Reality
    Academic article
  • Vik, Sigrid Dannheim; Torp, Hans Garman; Jarmund, Anders Hagen; Kiss, Gabriel Hanssen; Follestad, Turid; Støen, Ragnhild. (2023) Continuous monitoring of cerebral blood flow during general anaesthesia in infants. BJA Open
    Academic article
  • Jain, Shubham; Obermeier, Gabriele; Auinger, Andreas; Werth, Dirk; Kiss, Gabriel Hanssen. (2023) Design Principles of a Mixed-Reality Shopping Assistant System in Omnichannel Retail. Applied Sciences
    Academic article
  • Faldaas, Bjørn Ove; Nielsen, Erik Waage; Storm, Benjamin; Lappegård, Knut Tore; How, Ole-Jakob; Nilsen, Bent Aksel. (2023) Hands-free continuous carotid Doppler ultrasound for detection of the pulse during cardiac arrest in a porcine model. Resuscitation Plus
    Academic article
  • Yu, Jinyang; Flade, Hans-Martin; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Grenne, Bjørnar Leangen; Rimehaug, Audun Eskeland. (2023) Left ventricular function monitored in intensive care using artificial intelligence and transesophageal echocardiography. Critical Care
    Abstract
  • Halvorsrød, Marlene Iversen; Kiss, Gabriel Hanssen; Dahlslett, Thomas; Støylen, Asbjørn; Grenne, Bjørnar Leangen. (2023) Automated tissue Doppler imaging for identification of occluded coronary artery in patients with suspected non-ST-elevation myocardial infarction. The International Journal of Cardiovascular Imaging
    Academic article
  • Tasken, Anders Austlid; Berg, Erik Andreas Rye; Grenne, Bjørnar Leangen; Holte, Espen; Dalen, Håvard; Stølen, Stian Bergseng. (2023) Automated estimation of mitral annular plane systolic excursion by artificial intelligence from 3D ultrasound recordings. Artificial Intelligence in Medicine
    Academic article
  • Nylund, Maria Emine; Jain, Shubham; Tegnander, Eva; Jensen, Eva Johanne Leknes; Prasolova-Førland, Ekaterina; Lindseth, Frank. (2023) Mixed reality training application to perform obstetric pulsed-wave Doppler ultrasound. Education and Information Technologies : Official Journal of the IFIP technical committee on Education
    Academic article
  • Halvorsrød, Marlene Iversen; Thorstensen, Anders; Kiss, Gabriel Hanssen; Støylen, Asbjørn. (2023) Segmental myocardial viability by echocardiography at rest. Scandinavian Cardiovascular Journal
    Academic article
  • Berg, Erik Andreas Rye; Tasken, Anders Austlid; Nordal, Trym; Grenne, Bjørnar Leangen; Espeland, Torvald; Garstad, Idar Kirkeby. (2023) Fully automatic estimation of global left ventricular systolic function using deep learning in transesophageal echocardiography. European Heart Journal – Imaging Methods and Practice (EHJ-IMP)
    Academic article

2022

  • Faldaas, Bjørn Ove; Nielsen, Erik Waage; Storm, Benjamin Stage; Lappegård, Knut Tore; How, Ole-Jakob; Nilsen, Bent Aksel. (2022) RescueDoppler: Non-invasive Handsfree Carotid Doppler Ultrasound For Continuous Hemodynamic-guided Resuscitation. Circulation
    Abstract
  • Phan, Johan; Ruspini, Leonardo Carlos; Kiss, Gabriel; Lindseth, Frank. (2022) Size-invariant 3D generation from a single 2D rock image. Journal of Petroleum Science and Engineering
    Academic article
  • Maddali, Dharani Dhar; Brun, Henrik; Kiss, Gabriel; Hjelmervik, Jon M.; Elle, Ole Jakob. (2022) Spatial Orientation in Cardiac Ultrasound Images Using Mixed Reality: Design and Evaluation. Frontiers in Virtual Reality
    Academic article
  • Trocin, Cristina; Skogås, Jan Gunnar; Langø, Thomas; Kiss, Gabriel Hanssen. (2022) Operating Room of the Future (FOR) Digital Healthcare Transformation in the Age of Artificial Intelligence. Springer
    Academic chapter/article/Conference paper
  • Fredriksen, Vemund; Sevle, Svein Ole Matheson; Pedersen, André; Langø, Thomas; Kiss, Gabriel; Lindseth, Frank. (2022) Teacher-student approach for lung tumor segmentation from mixed-supervised datasets. PLOS ONE
    Academic article

2021

  • Perkis, Andrew; Thaulow, Kristin; Dahl, Tone Lise; Prasolova-Førland, Ekaterina; Færevik, Hilde; Lindseth, Frank. (2021) Blir VR-briller det nye kontoret?. Gemini.no
    Feature article

2020

  • Magelssen, Malgorzata Isabela; Palmer, Cameron Lowell; Hjorth-Hansen, Anna Katarina; Nilsen, Hans-Olav; Kiss, Gabriel; Torp, Hans. (2020) Feasibility and reliability of automatic quantitative analyses of mitral annular plane systolic excursion by handheld ultrasound devices. Journal of ultrasound in medicine
    Academic article
  • Cao, Guangyu; Kvammen, Ingeborg; Hatten, Thea Amalie Solberg; Zhang, Yixian; Stenstad, Liv-Inger; Kiss, Gabriel. (2020) Experimental measurements of surgical microenvironments in two operating rooms with laminar airflow and mixing ventilation systems. Energy and Built Environment (EBE)
    Academic article
  • Tannvik, Tomas Dybos; Kiss, Gabriel; Torp, Hans; Rimehaug, Audun Eskeland; Kirkeby-Garstad, Idar. (2020) No evidence of cardiac stunning or decoupling immediately after cardiopulmonary bypass for elective coronary surgery. Acta Anaesthesiologica Scandinavica
    Academic article

2019

  • Pham, Hoai An; Berg, Erik Andreas Rye; Veronesi, Federico; Fiorentini, Stefano; Fatemi, Ali; Grenne, Bjørnar. (2019) Fast ultrasound to ultrasound auto-registration for interventional cardiology. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Kiss, Gabriel; Manstad-Hulaas, Frode; Langø, Thomas; Myhre, Hans Olav; Skogås, Jan Gunnar. (2019) Operating Room of the Future: An Arena for Minimally Invasive Intervention in Trondheim, Norway. MWV Medizinisch Wissenschaftliche Verlagsgesellschaft
    Popular scientific book
  • Haukom, Torjus; Kiss, Gabriel. (2019) Basal Strain Estimation in Transesophageal Echocardiography using Unsupervised Deep Learning. NTNU
    Masters thesis
  • Johannessen, Anders; Kiss, Gabriel. (2019) Affine Alignment of Ultrasound Volumes Using Deep Learning. NTNU
    Masters thesis
  • Kiss, Gabriel; Ichino, Takuya; Myhre, Hans Olav; Skogås, Jan Gunnar. (2019) Early experience with 3D and 4K imaging for minimally invasive neurosurgery. International Institute of Informatics and Systemics International Institute of Informatics and Systemics
    Academic anthology/Conference proceedings
  • Kiss, Gabriel; Nordal, Trym. (2019) Automatic Detection of Mitral Annular Plane Systolic Excursion from Transesophageal Echocardiography Using Deep Learning. NTNU
    Masters thesis
  • Bouget, David Nicolas Jean-Marie; Jørgensen, Arve; Kiss, Gabriel; Leira, Håkon Olav; Langø, Thomas. (2019) Semantic segmentation and detection of mediastinal lymph nodes and anatomical structures in CT data for lung cancer staging. International Journal of Computer Assisted Radiology and Surgery
    Academic article
  • Haukom, Torjus; Berg, Erik Andreas Rye; Aakhus, Svend; Kiss, Gabriel. (2019) Basal Strain Estimation in Transesophageal Echocardiography (TEE) using Deep Learning based Unsupervised Deformable Image Registration. Proceedings - IEEE Ultrasonics Symposium
    Academic article

2018

  • Kiss, Gabriel; Palmer, Cameron Lowell; Mjølstad, Ole Christian; Dalen, Håvard; Haugen, Bjørn Olav; Torp, Hans. (2018) Augmented Reality-based Visualization for Echocardiographic Applications. CRC Press CRC Press
    Non-fiction book

2017

  • Khan, Naiad Hossain; Tegnander, Eva; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2017) Automatic Detection and Measurement of Fetal Biparietal Diameter and Femur Length — Feasibility on a Portable Ultrasound Device. Open Journal of Obstetrics and Gynecology
    Academic article
  • Khan, Naiad Hossain; Tegnander, Eva; Storve, Sigurd; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans. (2017) Automatic Measurement of Fetal Abdominal Biometric Parameters —Feasibility on a Portable Ultrasound Device. Open Journal of Obstetrics and Gynecology
    Academic article
  • Kiss, Gabriel. (2017) Robust Landmark Detection of the Left Ventricle Based on 2D Ultrasound Image Data. NTNU
    Masters thesis
  • Kiss, Gabriel. (2017) Fast Non-Rigid Registration Using Polynomial Expansion with Diffeomorphic Constraints Applied to Cardiac Ultrasound Volumes. NTNU
    Masters thesis

2016

  • Khan, Naiad Hossain; Tegnander, Eva; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2016) Automatic measurement of the fetal abdominal section on a portable ultrasound machine for use in low and middle income countries. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Kathpalia, Aditi; Karabiyik, Yücel; Eik-Nes, Sturla; Tegnander, Eva; Ekroll, Ingvild Kinn; Kiss, Gabriel. (2016) Adaptive Spectral Envelope Estimation for Doppler Ultrasound. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control
    Academic article
  • Skogås, Jan Gunnar; Myhre, Hans Olav; Ødegård, Asbjørn; Kiss, Gabriel. (2016) Imaging for minimally invasive surgery. Surgical Science
    Academic article

2015

  • Kiss, Gabriel; Palmer, Cameron Lowell; Torp, Hans. (2015) Patient Adapted Augmented Reality System for Real-Time Echocardiographic Applications. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Kiss, Gabriel; Khan, Naiad Hossain; Tegnander, Eva; Eik-Nes, Sturla; Torp, Hans. (2015) Fast ultrasound signal and image processing on a tablet device. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Palmer, Cameron Lowell; Haugen, Bjørn Olav; Tegnander, Eva; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2015) Mobile 3D augmented-reality system for ultrasound applications. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Khan, Naiad Hossain; Tegnander, Eva; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2015) Automatic Detection and Measurement of Fetal Femur Length using a Portable Ultrasound Device. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Kathpalia, Aditi; Karabiyik, Yucel; Simensen, Bente; Tegnander, Eva; Eik-Nes, Sturla; Torp, Hans. (2015) A robust Doppler spectral envelope detection technique for automated blood flow measurements. Proceedings - IEEE Ultrasonics Symposium
    Academic article

2014

  • Khan, Naiad Hossain; Tegnander, Eva; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2014) Automatic Measurement of Biparietal Diameter with a Portable Ultrasound Device. IEEE International Ultrasonics Symposium Proceedings
    Academic article
  • Kiss, Gabriel; Storve, Sigurd; Haugen, Bjørn Olav; Torp, Hans. (2014) Augmented reality based tools for echocardiographic acquisitions. IEEE International Ultrasonics Symposium Proceedings
    Academic article
  • Kiss, Gabriel; Iversen, Daniel Høyer; Standal, Øyvind Krøvel-Velle; Rau, Jochen; Torp, Hans; Løvstakken, Lasse. (2014) A visualization tool for improved assessment and follow-up with ultrasound. IEEE International Ultrasonics Symposium Proceedings
    Academic article

2013

  • Fredriksen, Tonje Dobrowen; Haugen, Bjørn Olav; Torp, Hans; Kiss, Gabriel; Strypet, Hanne; Dahl, Erlend. (2013) Jakten på ultralydbølgene - et spill for nettbrett og mobil.
    Multimedia product
  • Kiss, Gabriel; Ford, Steven Thomas; Claus, Piet; D'hooge, Jan R M; Torp, Hans. (2013) Fusion of 3D echo and cardiac magnetic resonance volumes during live scanning. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Thorstensen, Anders; Dalen, Håvard; Hala, Pavel; Kiss, Gabriel; D'hooge, Jan R M; Torp, Hans. (2013) Three-Dimensional Echocardiography in the Evaluation of Global and Regional Function in Patients with Recent Myocardial Infarction: A Comparison with Magnetic Resonance Imaging. Echocardiography
    Academic article

2012

  • Kiss, Gabriel; Thorstensen, Anders; Amundsen, Brage H.; Claus, Piet; D'hooge, Jan R M; Torp, Hans. (2012) Fusion of 3D echocardiographic and cardiac magnetic resonance volumes. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Thorstensen, Anders; Amundsen, Brage H.; Dalen, Håvard; Hala, Pavel; Kiss, Gabriel; Aase, Svein Arne. (2012) Strain rate imaging combined with wall motion analysis gives incremental value in direct quantification of myocardial infarct size. European Heart Journal-Cardiovascular Imaging
    Academic article
  • Jasaityte, Ruta; Heyde, Brecht; Ferferieva, Vesselina; Amundsen, Brage H.; Barbosa, Daniel; Loeckx, Dirk. (2012) Comparison of a new methodology for the assessment of 3D myocardial strain from volumetric ultrasound with 2D speckle tracking. The International Journal of Cardiac Imaging
    Academic article
  • Åsen, Jon Petter; Steen, Erik; Kiss, Gabriel; Thorstensen, Anders; Rabben, Stein Inge. (2012) Adaptive volume rendering of cardiac 3D ultrasound images - utilizing blood pool statistics. Proceedings of SPIE, the International Society for Optical Engineering
    Academic article
  • Ford, Steven Thomas; Viola, Ivan; Bruckner, Stefan; Torp, Hans; Kiss, Gabriel. (2012) HeartPad: real-time visual guidance for cardiac ultrasound. ACM Digital Library
    Academic chapter/article/Conference paper
  • Brønstad, Espen Stene; Åsen, Jon Petter; Torp, Hans; Kiss, Gabriel. (2012) Visibility driven visualization of 3D cardiac ultrasound data on the GPU. Proceedings - IEEE Ultrasonics Symposium
    Academic article

2011

  • Kiss, Gabriel; Åsen, Jon Petter; Bogaert, Jan; Amundsen, Brage H.; Claus, Piet; D'hooge, Jan R M. (2011) Multi-modal cardiac image fusion and visualization on the GPU. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Dahl, Sigrid Kaarstad; Fagerholt, Egil; Kiss, Gabriel; Prot, Victorien Emile; Amundsen, Brage H.; Hellevik, Leif Rune. (2011) 3D moving boundary conditions for heart CFD simulations - from echocardiographic recordings to discretized surfaces. Tapir Akademisk Forlag
    Academic chapter/article/Conference paper

2010

  • Kiss, Gabriel; Steen, Erik; Åsen, Jon Petter; Torp, Hans. (2010) GPU volume rendering in 3D echocardiography: real-time preprocessing and ray-casting. Proceedings - IEEE Ultrasonics Symposium
    Academic article

2009

  • Orderud, Fredrik; Kiss, Gabriel; Torp, Hans. (2009) Automatic coupled segmentation of endo- and epicardial borders in 3D echocardiography. IEEE International Ultrasonics Symposium Proceedings
    Academic article
  • Kiss, Gabriel; Barbosa, Daniel; Hristova, Krasimira; Crosby, Jonas; Orderud, Fredrik; Claus, Piet. (2009) Assessment of Regional Myocardial Function Using 3D Cardiac Strain Estimation: Comparison Against Conventional Echocardiographic Assessment. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Kiss, Gabriel; Nielsen, Espen; Orderud, Fredrik; Torp, Hans. (2009) Performance optimization of block matching in 3D echocardiography. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Barbosa, Daniel; Kiss, Gabriel; Claus, Piet; Hristova, Krasimira; Amundsen, Brage H.; Loeckx, Dirk. (2009) A comparison between methods for automatic quantification of global left ventricular function. Proceedings - IEEE Ultrasonics Symposium
    Academic article

2008

  • Orderud, Fredrik; Kiss, Gabriel; Langeland, Stian; Remme, Espen W.; Torp, Hans; Rabben, Stein Inge. (2008) Combining Edge Detection With Speckle-Tracking for Cardiac Strain Assessment in 3D echocardiography. IEEE International Ultrasonics Symposium Proceedings
    Academic article

Journal publications

  • Bavirisetti, Durga Prasad; Kiss, Gabriel Hanssen; Arnesen, Petter; Seter, Hanne; Tabassum, Shaira; Lindseth, Frank. (2025) SnowPole Detection: A comprehensive dataset for detection and localization using LiDAR imaging in Nordic winter conditions. Data in Brief
    Academic article
  • Bi, Yang; Fecer, Tomas; Mathisen, Hans Martin; Stenstad, Liv-Inger; Skogås, Jan Gunnar; Kiss, Gabriel Hanssen. (2025) Modeling of body temperature for perioperative patients in the operating room. Energy and Buildings
    Academic article
  • Oskouei, Soroush; Valla, Marit; Pedersen, Andre; Smistad, Erik; Dale, Vibeke Grotnes; Høibø, Maren. (2025) Segmentation of Non-Small Cell Lung Carcinomas: Introducing DRU-Net and Multi-Lens Distortion. Journal of Imaging
    Academic article
  • Yu, Jinyang; Tannvik, Tomas Dybos; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Slagsvold, Katrine Hordnes; Kirkeby-Garstad, Idar. (2024) Kontinuerlig overvåking av venstre ventrikkelfunksjon hos intensivpasienter med transøsofageal ekkokardiografi og dyp læring reflekterer ventrikuloarteriell kobling. NAForum
    Abstract
  • Yu, Jinyang; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Tannvik, Tomas Dybos; Slagsvold, Katrine Hordnes; Kirkeby-Garstad, Idar. (2024) Kontinuerlig 3D transøsofageal ekkokardiografi og dyp læring for overvåking av venstre ventrikkelfunksjon hos postoperative intensivpasienter. NAForum
    Abstract
  • Faldaas, Bjørn Ove; Nielsen, Erik Waage; Storm, Benjamin Stage; Lappegård, Knut Tore; Nilsen, Bent Aksel; Kiss, Gabriel Hanssen. (2024) Real-time feedback on chest compression efficacy by hands-free carotid Doppler in a porcine model. Resuscitation Plus
    Academic article
  • Yu, Jinyang; Tasken, Anders Austlid; Flade, Hans Martin; Skogvoll, Eirik; Berg, Erik Andreas Rye; Grenne, Bjørnar Leangen. (2024) Automatic assessment of left ventricular function for hemodynamic monitoring using artificial intelligence and transesophageal echocardiography. Journal of clinical monitoring and computing
    Academic article
  • Sæther, Jarl Sondre Bringslid; Holter, Bendik Gjermundrød; Lindseth, Frank; Kiss, Gabriel Hanssen. (2024) Enhancing Cell Detection with Transformer-Based Architectures in Multi-Level Magnification Classification for Computational Pathology. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Tasken, Anders Austlid; Yu, Jinyang; Berg, Erik Andreas Rye; Grenne, Bjørnar Leangen; Holte, Espen; Dalen, Håvard. (2024) Automatic Detection and Tracking of Anatomical Landmarks in Transesophageal Echocardiography for Quantification of Left Ventricular Function. Ultrasound in Medicine and Biology
    Academic article
  • Maddali, Dharani Dhar; Solvin, Håvard Bjerkeseth; Lippert, Matthias; Karabiyik, Yücel; Dahle, Gry; Hjelmervik, Jon Mikkelsen. (2024) Monte Carlo-based rendering of 3D echocardiography for mixed reality-guided atrial septal puncture positioning. Computer Assisted Surgery
    Academic article
  • Faldaas, Bjørn Ove; Storm, Benjamin Stage; Lappegård, Knut Tore; How, Ole-Jakob; Nilsen, Bent Aksel; Kiss, Gabriel Hanssen. (2024) A hands-free carotid Doppler can identify spontaneous circulation without interrupting cardiopulmonary resuscitation: an animal study. Intensive Care Medicine Experimental
    Academic article
  • Yu, Jinyang; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Tannvik, Tomas Dybos; Slagsvold, Katrine Hordnes; Kirkeby-Garstad, Idar. (2024) Continuous monitoring of left ventricular function in postoperative intensive care patients using artificial intelligence and transesophageal echocardiography. Intensive Care Medicine Experimental
    Academic article
  • Phan, Johan; Sarmad, Muhammad; Ruspini, Leonardo Carlos; Kiss, Gabriel Hanssen; Lindseth, Frank. (2024) Generating 3D images of material microstructures from a single 2D image: a denoising diffusion approach. Scientific Reports
    Academic article
  • Håversen, Andreas Hammer; Bavirisetti, Durga Prasad; Kiss, Gabriel Hanssen; Lindseth, Frank. (2024) QT-UNet: A Self-Supervised Self-Querying All-Transformer U-Net for 3D Segmentation. IEEE Access
    Academic article
  • Hau, Mailys Francoise; Kildahl, Henrik Agerup; Veronesi, Federico; Lindseth, Frank; Grenne, Bjørnar Leangen; Kiss, Gabriel Hanssen. (2024) Automatic 3D Segmentation of Closed Mitral Valve Leaflets on Transesophageal Echocardiogram. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Bavirisetti, Durga Prasad; Martinsen, Herman Ryen; Kiss, Gabriel Hanssen; Lindseth, Frank. (2023) A Multi-Task Vision Transformer for Segmentation and Monocular Depth Estimation for Autonomous Vehicles. IEEE Open Journal of Intelligent Transportation Systems
    Academic article
  • Faldaas, Bjørn Ove; Nielsen, Erik Waage; Storm, Benjamin Stage; Lappegård, Knut Tore; How, Ole-Jakob; nielsen, bent aksel. (2023) Real Time Feedback of Chest Compressions by Hands-Free Carotid Doppler in a Porcine Model. Circulation
    Abstract
  • Bavirisetti, Durga Prasad; Brobak, Eskild; Espen, Peder Hanch-Hansen; Kiss, Gabriel Hanssen; Lindseth, Frank. (2023) Simulated RGB and LiDAR Image based Training of Object Detection Models in the Context of Autonomous Driving. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Shami, Mamoona Birkhez; Kiss, Gabriel Hanssen; Haakonsen, Trond Arve; Lindseth, Frank. (2023) Geo-locating Road Objects using Inverse Haversine Formula with NVIDIA Driveworks. NIKT: Norsk IKT-konferanse for forskning og utdanning
    Academic article
  • Yu, Jinyang; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Tannvik, Tomas Dybos; Kirkeby-Garstad, Idar; Grenne, Bjørnar Leangen. (2023) Kontinuerlig overvåking av venstre ventrikkelfunksjon hos intensivpasienter ved bruk av transøsofageal ekkokardiografi og kunstig intelligens. NAForum
    Abstract
  • Yu, Jinyang; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Tannvik, Tomas Dybos; Kirkeby-Garstad, Idar; Grenne, Bjørnar Leangen. (2023) Continuous monitoring of left ventricular function in intensive care using transesophageal echocardiography and artificial intelligence. Intensive Care Medicine Experimental
    Abstract
  • Kildahl-Andersen, Arne; Hofstad, Erlend Fagertun; Sorger, Hanne; Amundsen, Tore; Langø, Thomas; Leira, Håkon Olav. (2023) Bronchoscopy using a head-mounted mixed reality device—a phantom study and a first in-patient user experience. Frontiers in Virtual Reality
    Academic article
  • Vik, Sigrid Dannheim; Torp, Hans Garman; Jarmund, Anders Hagen; Kiss, Gabriel Hanssen; Follestad, Turid; Støen, Ragnhild. (2023) Continuous monitoring of cerebral blood flow during general anaesthesia in infants. BJA Open
    Academic article
  • Jain, Shubham; Obermeier, Gabriele; Auinger, Andreas; Werth, Dirk; Kiss, Gabriel Hanssen. (2023) Design Principles of a Mixed-Reality Shopping Assistant System in Omnichannel Retail. Applied Sciences
    Academic article
  • Faldaas, Bjørn Ove; Nielsen, Erik Waage; Storm, Benjamin; Lappegård, Knut Tore; How, Ole-Jakob; Nilsen, Bent Aksel. (2023) Hands-free continuous carotid Doppler ultrasound for detection of the pulse during cardiac arrest in a porcine model. Resuscitation Plus
    Academic article
  • Yu, Jinyang; Flade, Hans-Martin; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Grenne, Bjørnar Leangen; Rimehaug, Audun Eskeland. (2023) Left ventricular function monitored in intensive care using artificial intelligence and transesophageal echocardiography. Critical Care
    Abstract
  • Halvorsrød, Marlene Iversen; Kiss, Gabriel Hanssen; Dahlslett, Thomas; Støylen, Asbjørn; Grenne, Bjørnar Leangen. (2023) Automated tissue Doppler imaging for identification of occluded coronary artery in patients with suspected non-ST-elevation myocardial infarction. The International Journal of Cardiovascular Imaging
    Academic article
  • Tasken, Anders Austlid; Berg, Erik Andreas Rye; Grenne, Bjørnar Leangen; Holte, Espen; Dalen, Håvard; Stølen, Stian Bergseng. (2023) Automated estimation of mitral annular plane systolic excursion by artificial intelligence from 3D ultrasound recordings. Artificial Intelligence in Medicine
    Academic article
  • Nylund, Maria Emine; Jain, Shubham; Tegnander, Eva; Jensen, Eva Johanne Leknes; Prasolova-Førland, Ekaterina; Lindseth, Frank. (2023) Mixed reality training application to perform obstetric pulsed-wave Doppler ultrasound. Education and Information Technologies : Official Journal of the IFIP technical committee on Education
    Academic article
  • Halvorsrød, Marlene Iversen; Thorstensen, Anders; Kiss, Gabriel Hanssen; Støylen, Asbjørn. (2023) Segmental myocardial viability by echocardiography at rest. Scandinavian Cardiovascular Journal
    Academic article
  • Berg, Erik Andreas Rye; Tasken, Anders Austlid; Nordal, Trym; Grenne, Bjørnar Leangen; Espeland, Torvald; Garstad, Idar Kirkeby. (2023) Fully automatic estimation of global left ventricular systolic function using deep learning in transesophageal echocardiography. European Heart Journal – Imaging Methods and Practice (EHJ-IMP)
    Academic article
  • Faldaas, Bjørn Ove; Nielsen, Erik Waage; Storm, Benjamin Stage; Lappegård, Knut Tore; How, Ole-Jakob; Nilsen, Bent Aksel. (2022) RescueDoppler: Non-invasive Handsfree Carotid Doppler Ultrasound For Continuous Hemodynamic-guided Resuscitation. Circulation
    Abstract
  • Phan, Johan; Ruspini, Leonardo Carlos; Kiss, Gabriel; Lindseth, Frank. (2022) Size-invariant 3D generation from a single 2D rock image. Journal of Petroleum Science and Engineering
    Academic article
  • Maddali, Dharani Dhar; Brun, Henrik; Kiss, Gabriel; Hjelmervik, Jon M.; Elle, Ole Jakob. (2022) Spatial Orientation in Cardiac Ultrasound Images Using Mixed Reality: Design and Evaluation. Frontiers in Virtual Reality
    Academic article
  • Fredriksen, Vemund; Sevle, Svein Ole Matheson; Pedersen, André; Langø, Thomas; Kiss, Gabriel; Lindseth, Frank. (2022) Teacher-student approach for lung tumor segmentation from mixed-supervised datasets. PLOS ONE
    Academic article
  • Perkis, Andrew; Thaulow, Kristin; Dahl, Tone Lise; Prasolova-Førland, Ekaterina; Færevik, Hilde; Lindseth, Frank. (2021) Blir VR-briller det nye kontoret?. Gemini.no
    Feature article
  • Magelssen, Malgorzata Isabela; Palmer, Cameron Lowell; Hjorth-Hansen, Anna Katarina; Nilsen, Hans-Olav; Kiss, Gabriel; Torp, Hans. (2020) Feasibility and reliability of automatic quantitative analyses of mitral annular plane systolic excursion by handheld ultrasound devices. Journal of ultrasound in medicine
    Academic article
  • Cao, Guangyu; Kvammen, Ingeborg; Hatten, Thea Amalie Solberg; Zhang, Yixian; Stenstad, Liv-Inger; Kiss, Gabriel. (2020) Experimental measurements of surgical microenvironments in two operating rooms with laminar airflow and mixing ventilation systems. Energy and Built Environment (EBE)
    Academic article
  • Tannvik, Tomas Dybos; Kiss, Gabriel; Torp, Hans; Rimehaug, Audun Eskeland; Kirkeby-Garstad, Idar. (2020) No evidence of cardiac stunning or decoupling immediately after cardiopulmonary bypass for elective coronary surgery. Acta Anaesthesiologica Scandinavica
    Academic article
  • Pham, Hoai An; Berg, Erik Andreas Rye; Veronesi, Federico; Fiorentini, Stefano; Fatemi, Ali; Grenne, Bjørnar. (2019) Fast ultrasound to ultrasound auto-registration for interventional cardiology. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Bouget, David Nicolas Jean-Marie; Jørgensen, Arve; Kiss, Gabriel; Leira, Håkon Olav; Langø, Thomas. (2019) Semantic segmentation and detection of mediastinal lymph nodes and anatomical structures in CT data for lung cancer staging. International Journal of Computer Assisted Radiology and Surgery
    Academic article
  • Haukom, Torjus; Berg, Erik Andreas Rye; Aakhus, Svend; Kiss, Gabriel. (2019) Basal Strain Estimation in Transesophageal Echocardiography (TEE) using Deep Learning based Unsupervised Deformable Image Registration. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Khan, Naiad Hossain; Tegnander, Eva; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2017) Automatic Detection and Measurement of Fetal Biparietal Diameter and Femur Length — Feasibility on a Portable Ultrasound Device. Open Journal of Obstetrics and Gynecology
    Academic article
  • Khan, Naiad Hossain; Tegnander, Eva; Storve, Sigurd; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans. (2017) Automatic Measurement of Fetal Abdominal Biometric Parameters —Feasibility on a Portable Ultrasound Device. Open Journal of Obstetrics and Gynecology
    Academic article
  • Khan, Naiad Hossain; Tegnander, Eva; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2016) Automatic measurement of the fetal abdominal section on a portable ultrasound machine for use in low and middle income countries. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Kathpalia, Aditi; Karabiyik, Yücel; Eik-Nes, Sturla; Tegnander, Eva; Ekroll, Ingvild Kinn; Kiss, Gabriel. (2016) Adaptive Spectral Envelope Estimation for Doppler Ultrasound. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control
    Academic article
  • Skogås, Jan Gunnar; Myhre, Hans Olav; Ødegård, Asbjørn; Kiss, Gabriel. (2016) Imaging for minimally invasive surgery. Surgical Science
    Academic article
  • Kiss, Gabriel; Palmer, Cameron Lowell; Torp, Hans. (2015) Patient Adapted Augmented Reality System for Real-Time Echocardiographic Applications. Lecture Notes in Computer Science (LNCS)
    Academic article
  • Kiss, Gabriel; Khan, Naiad Hossain; Tegnander, Eva; Eik-Nes, Sturla; Torp, Hans. (2015) Fast ultrasound signal and image processing on a tablet device. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Palmer, Cameron Lowell; Haugen, Bjørn Olav; Tegnander, Eva; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2015) Mobile 3D augmented-reality system for ultrasound applications. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Khan, Naiad Hossain; Tegnander, Eva; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2015) Automatic Detection and Measurement of Fetal Femur Length using a Portable Ultrasound Device. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Kathpalia, Aditi; Karabiyik, Yucel; Simensen, Bente; Tegnander, Eva; Eik-Nes, Sturla; Torp, Hans. (2015) A robust Doppler spectral envelope detection technique for automated blood flow measurements. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Khan, Naiad Hossain; Tegnander, Eva; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2014) Automatic Measurement of Biparietal Diameter with a Portable Ultrasound Device. IEEE International Ultrasonics Symposium Proceedings
    Academic article
  • Kiss, Gabriel; Storve, Sigurd; Haugen, Bjørn Olav; Torp, Hans. (2014) Augmented reality based tools for echocardiographic acquisitions. IEEE International Ultrasonics Symposium Proceedings
    Academic article
  • Kiss, Gabriel; Iversen, Daniel Høyer; Standal, Øyvind Krøvel-Velle; Rau, Jochen; Torp, Hans; Løvstakken, Lasse. (2014) A visualization tool for improved assessment and follow-up with ultrasound. IEEE International Ultrasonics Symposium Proceedings
    Academic article
  • Kiss, Gabriel; Ford, Steven Thomas; Claus, Piet; D'hooge, Jan R M; Torp, Hans. (2013) Fusion of 3D echo and cardiac magnetic resonance volumes during live scanning. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Thorstensen, Anders; Dalen, Håvard; Hala, Pavel; Kiss, Gabriel; D'hooge, Jan R M; Torp, Hans. (2013) Three-Dimensional Echocardiography in the Evaluation of Global and Regional Function in Patients with Recent Myocardial Infarction: A Comparison with Magnetic Resonance Imaging. Echocardiography
    Academic article
  • Kiss, Gabriel; Thorstensen, Anders; Amundsen, Brage H.; Claus, Piet; D'hooge, Jan R M; Torp, Hans. (2012) Fusion of 3D echocardiographic and cardiac magnetic resonance volumes. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Thorstensen, Anders; Amundsen, Brage H.; Dalen, Håvard; Hala, Pavel; Kiss, Gabriel; Aase, Svein Arne. (2012) Strain rate imaging combined with wall motion analysis gives incremental value in direct quantification of myocardial infarct size. European Heart Journal-Cardiovascular Imaging
    Academic article
  • Jasaityte, Ruta; Heyde, Brecht; Ferferieva, Vesselina; Amundsen, Brage H.; Barbosa, Daniel; Loeckx, Dirk. (2012) Comparison of a new methodology for the assessment of 3D myocardial strain from volumetric ultrasound with 2D speckle tracking. The International Journal of Cardiac Imaging
    Academic article
  • Åsen, Jon Petter; Steen, Erik; Kiss, Gabriel; Thorstensen, Anders; Rabben, Stein Inge. (2012) Adaptive volume rendering of cardiac 3D ultrasound images - utilizing blood pool statistics. Proceedings of SPIE, the International Society for Optical Engineering
    Academic article
  • Brønstad, Espen Stene; Åsen, Jon Petter; Torp, Hans; Kiss, Gabriel. (2012) Visibility driven visualization of 3D cardiac ultrasound data on the GPU. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Kiss, Gabriel; Åsen, Jon Petter; Bogaert, Jan; Amundsen, Brage H.; Claus, Piet; D'hooge, Jan R M. (2011) Multi-modal cardiac image fusion and visualization on the GPU. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Kiss, Gabriel; Steen, Erik; Åsen, Jon Petter; Torp, Hans. (2010) GPU volume rendering in 3D echocardiography: real-time preprocessing and ray-casting. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Orderud, Fredrik; Kiss, Gabriel; Torp, Hans. (2009) Automatic coupled segmentation of endo- and epicardial borders in 3D echocardiography. IEEE International Ultrasonics Symposium Proceedings
    Academic article
  • Kiss, Gabriel; Barbosa, Daniel; Hristova, Krasimira; Crosby, Jonas; Orderud, Fredrik; Claus, Piet. (2009) Assessment of Regional Myocardial Function Using 3D Cardiac Strain Estimation: Comparison Against Conventional Echocardiographic Assessment. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Kiss, Gabriel; Nielsen, Espen; Orderud, Fredrik; Torp, Hans. (2009) Performance optimization of block matching in 3D echocardiography. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Barbosa, Daniel; Kiss, Gabriel; Claus, Piet; Hristova, Krasimira; Amundsen, Brage H.; Loeckx, Dirk. (2009) A comparison between methods for automatic quantification of global left ventricular function. Proceedings - IEEE Ultrasonics Symposium
    Academic article
  • Orderud, Fredrik; Kiss, Gabriel; Langeland, Stian; Remme, Espen W.; Torp, Hans; Rabben, Stein Inge. (2008) Combining Edge Detection With Speckle-Tracking for Cardiac Strain Assessment in 3D echocardiography. IEEE International Ultrasonics Symposium Proceedings
    Academic article

Books

  • Kiss, Gabriel; Manstad-Hulaas, Frode; Langø, Thomas; Myhre, Hans Olav; Skogås, Jan Gunnar. (2019) Operating Room of the Future: An Arena for Minimally Invasive Intervention in Trondheim, Norway. MWV Medizinisch Wissenschaftliche Verlagsgesellschaft
    Popular scientific book
  • Kiss, Gabriel; Ichino, Takuya; Myhre, Hans Olav; Skogås, Jan Gunnar. (2019) Early experience with 3D and 4K imaging for minimally invasive neurosurgery. International Institute of Informatics and Systemics International Institute of Informatics and Systemics
    Academic anthology/Conference proceedings
  • Kiss, Gabriel; Palmer, Cameron Lowell; Mjølstad, Ole Christian; Dalen, Håvard; Haugen, Bjørn Olav; Torp, Hans. (2018) Augmented Reality-based Visualization for Echocardiographic Applications. CRC Press CRC Press
    Non-fiction book

Part of book/report

  • Hau, Mailys Francoise; Munafò, Riccardo; Saitta, Simone; Veronesi, Federico; Ingallina, Giacomo; Grenne, Bjørnar Leangen. (2025) Vendor-Agnostic 3D Mitral Valve Segmentation Using Semi-Supervised Learning.
    Academic chapter/article/Conference paper
  • Bavirisetti, Durga Prasad; Kiss, Gabriel Hanssen; Lindseth, Frank. (2024) A Pole Detection and Geospatial Localization Framework using LiDAR-GNSS Data Fusion. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Fominykh, Mikhail; Prasolova-Førland, Ekaterina; Themeli, Chrysoula; Haugum, Mathilde Haukø; Woldseth, Miriam Vaarum; Kallestad, Asbjørn Fiksdal. (2024) Peer Learning of Neuroanatomy with Augmented Reality: the Nevrolens application. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Trocin, Cristina; Skogås, Jan Gunnar; Langø, Thomas; Kiss, Gabriel Hanssen. (2022) Operating Room of the Future (FOR) Digital Healthcare Transformation in the Age of Artificial Intelligence. Springer
    Academic chapter/article/Conference paper
  • Ford, Steven Thomas; Viola, Ivan; Bruckner, Stefan; Torp, Hans; Kiss, Gabriel. (2012) HeartPad: real-time visual guidance for cardiac ultrasound. ACM Digital Library
    Academic chapter/article/Conference paper
  • Dahl, Sigrid Kaarstad; Fagerholt, Egil; Kiss, Gabriel; Prot, Victorien Emile; Amundsen, Brage H.; Hellevik, Leif Rune. (2011) 3D moving boundary conditions for heart CFD simulations - from echocardiographic recordings to discretized surfaces. Tapir Akademisk Forlag
    Academic chapter/article/Conference paper

Report

  • Sarmad, Muhammad; Lindseth, Frank; Kiss, Gabriel Hanssen; Ruspini, Leonardo Carlos. (2024) Applications of Computer Vision and Deep Learning for Digital Rock Analysis. Doctoral theses at NTNU (114)
    Doctoral dissertation
  • Haukom, Torjus; Kiss, Gabriel. (2019) Basal Strain Estimation in Transesophageal Echocardiography using Unsupervised Deep Learning. NTNU
    Masters thesis
  • Johannessen, Anders; Kiss, Gabriel. (2019) Affine Alignment of Ultrasound Volumes Using Deep Learning. NTNU
    Masters thesis
  • Kiss, Gabriel; Nordal, Trym. (2019) Automatic Detection of Mitral Annular Plane Systolic Excursion from Transesophageal Echocardiography Using Deep Learning. NTNU
    Masters thesis
  • Kiss, Gabriel. (2017) Robust Landmark Detection of the Left Ventricle Based on 2D Ultrasound Image Data. NTNU
    Masters thesis
  • Kiss, Gabriel. (2017) Fast Non-Rigid Registration Using Polynomial Expansion with Diffeomorphic Constraints Applied to Cardiac Ultrasound Volumes. NTNU
    Masters thesis

Product

  • Fredriksen, Tonje Dobrowen; Haugen, Bjørn Olav; Torp, Hans; Kiss, Gabriel; Strypet, Hanne; Dahl, Erlend. (2013) Jakten på ultralydbølgene - et spill for nettbrett og mobil.
    Multimedia product

Teaching

Courses

  • TDT4195 - Visual Computing Fundamentals
  • TDT4230 - Graphics and Visualization
  • TDT4265 - Computer Vision and Deep Learning

Outreach

2023

  • Poster
    Taskén, Anders Austlid; Berg, Erik Andreas Rye; Grenne, Bjørnar Leangen; Holte, Espen; Dalen, Håvard; Stølen, Stian Bergseng. (2023) Automatic Estimation of Segmental Longitudinal Strain by Artificial Intelligence in Transesophageal Echocardiography. Mohn Medical Imaging and Visualization Centre Bringing AI and Precision Medicine to Patient Care - The Sixth Annual MMIV Conference , Bergen, Norway 2023-12-07 - 2023-12-08
  • Poster
    Yu, Jinyang; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Tannvik, Tomas Dybos; Kirkeby-Garstad, Idar; Grenne, Bjørnar Leangen. (2023) Continuous monitoring of left ventricular function in intensive care using transesophageal echocardiography and artificial intelligence. European Society of Intensive Care Medicine (ESICM) LIVES Conference 2024 , Milano 2023-10-23 - 2023-11-23
  • Academic lecture
    Yu, Jinyang; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Tannvik, Tomas Dybos; Kirkeby-Garstad, Idar; Grenne, Bjørnar Leangen. (2023) Kontinuerlig overvåking av venstre ventrikkelfunksjon hos intensivpasienter ved bruk av transøsofageal ekkokardiografi og kunstig intelligens. Norsk Anestesiologisk Forening Høstmøte 2023 , Bergen 2023-10-26 - 2023-10-27
  • Poster
    Yu, Jinyang; Tasken, Anders Austlid; Flade, Hans-Martin; Berg, Erik Andreas Rye; Grenne, Bjørnar Leangen; Rimehaug, Audun Eskeland. (2023) Left ventricular function monitored in intensive care using artificial intelligence and transesophageal echocardiography. 42nd International Symposium on Intensive Care & Emergency Medicine , Brussel 2023-03-21 - 2023-03-24
  • Academic lecture
    Jain, Shubham; Jacobsen, Bjørn Rude; Petersen, Per Storrø; Kiss, Gabriel Hanssen; Petersen, Sobah Abbas. (2023) Enhancing Citizen Engagement: Experiences from a Virtual Reality Workshop. AIS AMCIS 2023 , Panama City 2023-08-10 - 2023-08-12

2020

  • Poster
    Faldaas, Bjørn Ove; Nielsen, Erik Waage; Storm, Benjamin Stage; Lappegård, Knut Tore; How, Ole-Jakob; Nilsen, Bent Aksel. (2020) Abstract 301: RescueDoppler: Non-invasive Handsfree Carotid Doppler Ultrasound For Continuous Hemodynamic-guided Resuscitation. American Heart Association Resuscitation Science Symposium , Chicago, Illinois 2020-11-05 -
  • Academic lecture
    Berg, Erik Andreas Rye; Nordal, Trym; Haukom, Torjus; Pham, An Hoai; Grenne, Bjørnar; Espeland, Torvald. (2020) Automated per-operative monitoring of left ventricular function based on deep learning. KU Leuven MEETING ON MYOCARDIAL FUNCTION IMAGING , Leuven 2020-02-06 - 2020-02-07

2019

  • Academic lecture
    Nordal, Trym; Berg, Erik Andreas Rye; Aakhus, Svend; Kiss, Gabriel. (2019) Automated detection of Mitral Annular Plane Systolic Excursion (MAPSE) in transoesophageal echocardiography based on deep learning. EuroEcho , Vienna, Austria 2019-12-04 - 2019-12-07
  • Academic lecture
    Magelssen, Malgorzata Isabela; Palmer, Cameron Lowell; Hjorth-Hansen, Anna; Nilsen, Hans Olav; Kiss, Gabriel; Torp, Hans. (2019) The feasibility and reliability of automatic quantitative analyses of mitral annular plane systolic excursion by hand-held ultrasound devices. Norsk Cardiologisk Selskap Norsk Cardiologisk Selskaps Høstmøte 2019 , Oslo 2019-11-24 - 2019-11-26
  • Academic lecture
    Kiss, Gabriel; Ichino, Takuya; Myhre, Hans Olav; Skogås, Jan Gunnar. (2019) Early experience with 3D and 4K imaging for minimally invasive neurosurgery. The 23rd World Multi-Conference on Systemics, Cybernetics and Informatics , Orlando, USA 2019-07-06 - 2019-07-09
  • Academic lecture
    Haukom, Torjus; Berg, Erik Andreas Rye; Aakhus, Svend; Kiss, Gabriel. (2019) Basal Strain Estimation in Transesophageal Echocardiography (TEE) using Deep Learning based Unsupervised Deformable Image Registration. IEEE IUS Ultrasonics Symposium , Glasgow 2019-10-07 - 2019-10-09
  • Lecture
    Pham, Hoai An; Berg, Erik Andreas Rye; Veronesi, Federico; Fiorentini, Stefano; Fatemi, Ali; Grenne, Bjørnar. (2019) Fast Ultrasound to Ultrasound Auto-Registration for Interventional Cardiology. IEEE IUS The 2019 IEEE International Ultrasonics Symposium , SEC, Glasgow, Scotland 2019-10-06 - 2019-10-09
  • Academic lecture
    Nordal, Trym; Berg, Erik Andreas Rye; Grenne, Bjørnar; Aakhus, Svend; Kiss, Gabriel. (2019) Automated detection of mitral annular plane systolic excursion in transoesophageal echocardiography based on deep learning. European Association of Cardiovascular Imaging EuroEcho 2019 , Vienna 2019-12-04 - 2019-12-07

2018

  • Poster
    Magelssen, Malgorzata Isabela; Palmer, Cameron Lowell; Hjorth-Hansen, Anna; Nilsen, Hans Olav; Kiss, Gabriel; Torp, Hans. (2018) The feasibility, accuracy and reliability of fully automatic analyses of left ventricular systolic longitudinal function by pocket-size imaging device. European Society of Cardiology ESC Congress 2018 , Munich 2018-08-25 - 2018-08-29

2015

  • Academic lecture
    Kiss, Gabriel; Palmer, Cameron Lowell; Torp, Hans. (2015) Patient Adapted Augmented Reality System for Real-Time Echocardiographic Applications. MICCAI society MICCAI AR Workshop , Munchen 2015-10-05 - 2015-10-09
  • Lecture
    Kiss, Gabriel. (2015) 3D visualization and image fusion. The Marie Curie Initial Training Network USART USART Summer School on Cardiac Imaging , Costa Brava 2015-09-21 - 2015-09-23
  • Academic lecture
    Kiss, Gabriel; Skogås, Jan Gunnar. (2015) Operation Room of the Future. 3rd European Workshop on Practical Aspects of Health Informatics (PAHI 2015) , Elgin 2015-10-27 - 2015-10-28
  • Academic lecture
    Kathpalia, Aditi; Karabiyik, Yucel; Simensen, Bente; Tegnander, Eva; Eik-Nes, Sturla; Torp, Hans. (2015) A robust Doppler spectral envelope detection technique for automated blood flow measurements. IEEE IUS Ultrasonics Symposium , Taipei 2015-10-21 - 2015-10-24
  • Academic lecture
    Kiss, Gabriel; Khan, Naiad Hossain; Tegnander, Eva; Eik-Nes, Sturla; Torp, Hans. (2015) Fast ultrasound signal and image processing on a tablet device. IEEE IUS Ultrasonics Symposium , Taipei 2015-10-21 - 2015-10-24
  • Academic lecture
    Palmer, Cameron Lowell; Haugen, Bjørn Olav; Tegnander, Eva; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2015) Mobile 3D augmented-reality system for ultrasound applications. IEEE IUS Ultrasonics Symposium , Taipei 2015-10-21 - 2015-10-24
  • Academic lecture
    Khan, Naiad Hossain; Tegnander, Eva; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2015) Automatic Detection and Measurement of Fetal Femur Length using a Portable Ultrasound Device. IEEE IUS Ultrasonics Symposium 2015-10-21 - 2015-10-24
  • Poster
    Palmer, Cameron Lowell; Kiss, Gabriel; Torp, Hans; Haugen, Bjørn Olav; Eik-Nes, Sturla; Tegnander, Eva. (2015) Mobile 3D augmented-reality system for ultrasound applications. IEEE IEEE IUS 2015 , Taipei 2015-10-21 - 2015-10-23

2014

  • Poster
    Kiss, Gabriel; Iversen, Daniel Høyer; Standal, Øyvind Krøvel-Velle; Rau, Jochen; Torp, Hans; Løvstakken, Lasse. (2014) A visualization tool for improved assessment and follow-up with ultrasound. IEEE Ultrasonics Symposium , Chicago 2014-09-03 - 2014-09-06
  • Academic lecture
    Kiss, Gabriel; Torp, Hans. (2014) Multi-modal visualization and augmentation for cardiac applications. Virtual physiological human conference , Trondheim 2014-09-09 - 2014-09-12
  • Poster
    Khan, Naiad Hossain; Tegnander, Eva; Dreier, Johan Morten; Eik-Nes, Sturla; Torp, Hans; Kiss, Gabriel. (2014) Automatic Measurement of Biparietal Diameter with a Portable Ultrasound Device. IEEE Ultrasonics Symposium , Chicago 2014-09-03 -
  • Academic lecture
    Kiss, Gabriel; Storve, Sigurd; Haugen, Bjørn Olav; Torp, Hans. (2014) Augmented Reality Based Tools for Echocardiographic Acquisitions. IEEE Ultrasonics Symposium , Chicago 2014-09-03 - 2014-09-06

2013

  • Academic lecture
    Kiss, Gabriel; Ford, Steven Thomas; Claus, Piet; D'hooge, Jan R M; Torp, Hans. (2013) Fusion of 3D echo and cardiac magnetic resonance volumes during live scanning. IEEE International Ultrasonics Symposium , Prague 2013-07-21 - 2013-07-25

2012

  • Poster
    Dikici, Engin; orderud, fredrik; Kiss, Gabriel; Thorstensen, Anders; Torp, Hans. (2012) Doo-Sabin Surface Models with Biomechanical Constraints for Kalman Filter Based Endocardial Wall Tracking in 3D+T Echocardiography. British Machine Vision Association British Machine Vision Conference , Guildford 2012-09-03 - 2012-09-07
  • Academic lecture
    Åsen, Jon Petter; Steen, Erik; Kiss, Gabriel; Thorstensen, Anders; Rabben, Stein Inge. (2012) Adaptive volume rendering of cardiac 3D ultrasound images - utilizing blood pool statistics. SPIE Medical 2012-02-03 - 2012-02-07
  • Academic lecture
    Kiss, Gabriel; Thorstensen, Anders; Amundsen, Brage H.; Claus, Piet; D'hooge, Jan R M; Torp, Hans. (2012) Fusion of 3D echocardiographic and cardiac magnetic resonance volumes. IEEE UFFC society IEEE International Ultrasonics Symposium , Dresden 2012-10-07 - 2012-10-10
  • Poster
    Brønstad, Espen Stene; Åsen, Jon Petter; Torp, Hans; Kiss, Gabriel. (2012) Visibility driven visualization of 3D cardiac ultrasound data on the GPU. IEEE UFFC society IEEE International Ultrasonics Symposium , Dresden 2012-10-07 - 2012-10-10
  • Academic lecture
    Ford, Steven Thomas; Viola, Ivan; Bruckner, Stefan; Torp, Hans; Kiss, Gabriel. (2012) HeartPad: Real-Time Visual Guidance for Cardiac Ultrasound. WASA Workshop at SIGGRAPH ASIA (WASA) 2012 , Singapore 2012-11-26 - 2012-11-27

2011

  • Academic lecture
    Åsen, Jon Petter; Steen, Erik; Kiss, Gabriel; Rabben, Stein Inge. (2011) Per-Pixel Adaptive Opacity Transfer Function for Cardiac Ultrasound Visualization. 2011 Joint National Ph.D. Conference in Medical Imaging and MedViz Conference 2011-01-17 - 2011-01-18
  • Academic lecture
    Kiss, Gabriel; Åsen, Jon Petter; Bogaert, Jan; Amundsen, Brage H.; Claus, Piet; D'hooge, Jan R M. (2011) Multi-modal cardiac image fusion and visualization on the GPU. IEEE UFFC society IEEE International Ultrasonics Symposium , Orlando, Florida 2011-10-18 - 2011-10-21

2010

  • Poster
    Barbosa, Daniel; Kiss, Gabriel; Orderud, Fredrik; Amundsen, Brage H.; Jasaityte, Ruta; Loeckx, Dirk. (2010) Fully automatic estimation of ejection fraction in 3D cardiac ultrasound: validation in a clinical setting. EuroEcho EuroEcho , Copenhagen 2010-12-08 - 2010-12-11
  • Poster
    Jasaityte, Ruta; Amundsen, Brage H.; Barbosa, Daniel; Loeckx, Dirk; Kiss, Gabriel; Orderud, Fredrik. (2010) Comparison of 3D strain estimation by splineMIRIT with standard 2D speckle tracking. EuroEcho EuroEcho , Copenhagen 2010-12-08 - 2010-12-11
  • Poster
    Amundsen, Brage H.; Jasaityte, Ruta; Kiss, Gabriel; Barbosa, Daniel; D'hooge, Jan R M; Torp, Hans. (2010) Regional three-dimensional strain measurements in the left ventricle: a comparison with wall motion score. EuroEcho EuroEcho , Copenhagen 2010-12-08 - 2010-12-11
  • Academic lecture
    Kiss, Gabriel; Steen, Erik; Åsen, Jon Petter; Torp, Hans. (2010) GPU volume rendering in 3D echocardiography: real-time preprocessing and ray-casting. IEEE IUS IEEE international ultrasonics symposium , San Diego 2010-10-11 - 2010-10-14
  • Academic lecture
    Kiss, Gabriel. (2010) LV Volume and Function - How does 3D Echo Compare to MRI?. KU Leuven Myocardial Velocity and Deformation Imaging , Leuven 2010-02-04 - 2010-02-05

2009

  • Academic lecture
    Kiss, Gabriel; Barbosa, Daniel; Hristova, Krasimira; Crosby, Jonas; Orderud, Fredrik; Claus, Piet. (2009) Assessment of Regional Myocardial Function Using 3D Cardiac Strain Estimation: Comparison Against Conventional Echocardiographic Assessment. IEEE international ultrasonics symposium , Rome 2009-09-20 - 2009-09-23
  • Academic lecture
    Barbosa, Daniel; Kiss, Gabriel; Claus, Piet; Hristova, Krasimira; Amundsen, Brage H.; Loeckx, Dirk. (2009) A comparison between methods for automatic quantification of global left ventricular function. IEEE international ultrasonics symposium , Rome 2009-09-20 - 2009-09-23
  • Poster
    Kiss, Gabriel; Amundsen, Brage H.; Thorstensen, Anders; Torp, Hans. (2009) Quantitative comparison of LV volumes in 3D echocardiography and cardiac magnetic resonance imaging. European Society of Cardiology EUROECHO , Madrid 2009-12-09 - 2009-12-12
  • Poster
    Kiss, Gabriel; Nielsen, Espen; Orderud, Fredrik; Torp, Hans. (2009) Performance optimization of block matching in 3D echocardiography. IEEE international ultrasonics symposium , Rome 2009-09-20 - 2009-09-23

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