Gabriel Kiss
Background and activities
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
Courses
- TDT4230 - Graphics and Visualization
- RAT3002 - Image Processing and Automated Classification
- TDT4195 - Visual Computing Fundamentals
Scientific, academic and artistic work
A selection of recent journal publications, artistic productions, books, including book and report excerpts. See all publications in the database
Journal publications
- (2022) Teacher-student approach for lung tumor segmentation from mixed-supervised datasets. PLOS ONE. vol. 17 (4).
- (2022) Size-invariant 3D generation from a single 2D rock image. Journal of Petroleum Science and Engineering.
- (2022) Spatial Orientation in Cardiac Ultrasound Images Using Mixed Reality: Design and Evaluation. Frontiers in Virtual Reality.
- (2020) Experimental measurements of surgical microenvironments in two operating rooms with laminar airflow and mixing ventilation systems. Energy and Built Environment (EBE). vol. 2 (2).
- (2020) Feasibility and reliability of automatic quantitative analyses of mitral annular plane systolic excursion by handheld ultrasound devices. Journal of ultrasound in medicine.
- (2020) No evidence of cardiac stunning or decoupling immediately after cardiopulmonary bypass for elective coronary surgery. Acta Anaesthesiologica Scandinavica. vol. 64 (8).
- (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. vol. 14 (6).
- (2019) Basal Strain Estimation in Transesophageal Echocardiography (TEE) using Deep Learning based Unsupervised Deformable Image Registration. Proceedings - IEEE Ultrasonics Symposium. vol. 2019-October.
- (2019) Fast ultrasound to ultrasound auto-registration for interventional cardiology. Proceedings - IEEE Ultrasonics Symposium. vol. 2019-October.
- (2017) Automatic Detection and Measurement of Fetal Biparietal Diameter and Femur Length — Feasibility on a Portable Ultrasound Device. Open Journal of Obstetrics and Gynecology. vol. 7 (3).
- (2017) Automatic Measurement of Fetal Abdominal Biometric Parameters —Feasibility on a Portable Ultrasound Device. Open Journal of Obstetrics and Gynecology. vol. 7 (8).
- (2016) Adaptive Spectral Envelope Estimation for Doppler Ultrasound. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control. vol. 63 (11).
- (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. vol. 2016-November.
- (2016) Imaging for minimally invasive surgery. Surgical Science. vol. 7 (8).
- (2015) A robust Doppler spectral envelope detection technique for automated blood flow measurements. Proceedings - IEEE Ultrasonics Symposium.
- (2015) Automatic Detection and Measurement of Fetal Femur Length using a Portable Ultrasound Device. Proceedings - IEEE Ultrasonics Symposium.
- (2015) Fast ultrasound signal and image processing on a tablet device. Proceedings - IEEE Ultrasonics Symposium.
- (2015) Patient Adapted Augmented Reality System for Real-Time Echocardiographic Applications. Lecture Notes in Computer Science (LNCS). vol. 9365.
- (2015) Mobile 3D augmented-reality system for ultrasound applications. Proceedings - IEEE Ultrasonics Symposium.
- (2014) Automatic Measurement of Biparietal Diameter with a Portable Ultrasound Device. IEEE International Ultrasonics Symposium Proceedings.