David Francis Pierre Pasdeloup
Publications
2025
-
Pettersen, Håkon;
Sæbø, Sigbjørn;
Pasdeloup, David;
Smistad, Erik;
Olaisen, Sindre Hellum;
Østvik, Andreas.
(2025)
Real-time deep learning-based image guiding and automated left ventricular measurements to reduce test-retest variability.
Open heart
Academic article
-
Jakobsen, Even Olav;
Østvik, Andreas;
Pasdeloup, David;
Smistad, Erik;
Nyberg, John;
Stølen, Stian Bergseng.
(2025)
Novel automated quality indicators for echocardiography and their importance for left ventricular strain.
European Heart Journal-Cardiovascular Imaging
Abstract
-
Pasdeloup, David;
Østvik, Andreas;
Smistad, Erik;
Nyberg, John;
Jakobsen, Even Olav;
Grenne, Bjørnar Leangen.
(2025)
Effect of apical foreshortening and transducer angulation on strain measurements: a quantitative investigation.
European Heart Journal-Cardiovascular Imaging
Abstract
-
Hu, Jieyu;
Olaisen, Sindre Hellum;
Pasdeloup, David;
Vyver, Gilles van de;
Østvik, Andreas;
Holte, Espen.
(2025)
A deep learning-based pipeline for large-scale echocardiography data curation and measurements.
The European Heart Journal – Digital Health (EHJ-DH)
Academic article
-
Sæbø, Sigbjørn;
Pettersen, Håkon Neergaard;
Bøen, Gunn Catrin Fossum;
Jakobsen, Even Olav;
Langøy, Per K;
Nilsen, Hans Olav.
(2025)
Real-time guidance and automated measurements using deep learning to improve echocardiographic assessment of left ventricular size and function.
European Heart Journal – Imaging Methods and Practice (EHJ-IMP)
Academic article
-
Pasdeloup, David;
Østvik, Andreas;
Olaisen, Sindre Hellum;
Skogvoll, Eirik;
Dalen, Havard;
Løvstakken, Lasse.
(2025)
Challenges and Strategies for Deep Learning in Cardiovascular Imaging.
JACC Cardiovascular Imaging
Academic article
2024
-
Nancy, Bazilchuk;
Pasdeloup, David Francis Pierre;
Dalen, Håvard;
Løvstakken, Lasse;
Måsøy, Svein-Erik.
(2024)
Peering into your heart – with the help of AI.
Gemini (English edition)
Popular scientific article
-
Nancy, Bazilchuk;
Pasdeloup, David Francis Pierre;
Dalen, Håvard;
Løvstakken, Lasse;
Måsøy, Svein-Erik.
(2024)
Kunstig intelligens hjelper til med å se hjertet ditt.
Gemini
Popular scientific article
2023
-
Sæbø, Sigbjørn;
Pettersen, Håkon Neergaard;
Smistad, Erik;
Pasdeloup, David Francis Pierre;
Stølen, Stian Bergseng;
Grenne, Bjørnar Leangen.
(2023)
Real-time guiding by deep learning during echocardiography to reduce left ventricular foreshortening and measurement variability.
European Heart Journal – Imaging Methods and Practice (EHJ-IMP)
Academic article
-
Sæbø, Sigbjørn;
Pasdeloup, David Francis Pierre;
Pettersen, Håkon Neergaard;
Smistad, Erik;
Østvik, Andreas;
Olaisen, Sindre Hellum.
(2023)
Real-time guidance by deep learning of experienced operators to improve the standardization of echocardiographic acquisitions.
European Heart Journal – Imaging Methods and Practice (EHJ-IMP)
Academic article
-
Olaisen, Sindre Hellum;
Smistad, Erik;
Espeland, Torvald;
Hu, Jieyu;
Pasdeloup, David Francis Pierre;
Østvik, Andreas.
(2023)
Automatic measurements of left ventricular volumes and ejection fraction by artificial intelligence: clinical validation in real time and large databases.
European Heart Journal-Cardiovascular Imaging
Academic article
-
Pasdeloup, David Francis Pierre;
Løvstakken, Lasse;
Smistad, Erik;
Dalen, Håvard.
(2023)
Deep Learning in the Echocardiography Workflow: Challenges and Opportunities.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Doctoral dissertation
2022
-
Pettersen, Håkon Neergaard;
Sæbø, Sigbjørn;
Pasdeloup, David Francis Pierre;
Østvik, Andreas;
Smistad, Erik;
Stølen, Stian Bergseng.
(2022)
The impact of real-time feedback by deep learning during echocardiographic scanning on test-retest variability of left ventricular systolic function measurements.
European Heart Journal-Cardiovascular Imaging
Abstract
-
Pasdeloup, David Francis Pierre;
Olaisen, Sindre Hellum;
Østvik, Andreas;
Sæbø, Sigbjørn;
Pettersen, Håkon Neergaard;
Holte, Espen.
(2022)
Real-Time Echocardiography Guidance for Optimized Apical Standard Views.
Ultrasound in Medicine and Biology
Academic article
2019
-
Reddy, Namireddy Praveen;
Pasdeloup, David Francis Pierre;
Zadeh, Mehdi Karbalaye;
Skjetne, Roger.
(2019)
An Intelligent Power and Energy Management System for Fuel Cell/Battery Hybrid Electric Vehicle Using Reinforcement Learning.
IEEE Transportation Electrification Conference & Expo (ITEC)
Academic article
Journal publications
-
Pettersen, Håkon;
Sæbø, Sigbjørn;
Pasdeloup, David;
Smistad, Erik;
Olaisen, Sindre Hellum;
Østvik, Andreas.
(2025)
Real-time deep learning-based image guiding and automated left ventricular measurements to reduce test-retest variability.
Open heart
Academic article
-
Jakobsen, Even Olav;
Østvik, Andreas;
Pasdeloup, David;
Smistad, Erik;
Nyberg, John;
Stølen, Stian Bergseng.
(2025)
Novel automated quality indicators for echocardiography and their importance for left ventricular strain.
European Heart Journal-Cardiovascular Imaging
Abstract
-
Pasdeloup, David;
Østvik, Andreas;
Smistad, Erik;
Nyberg, John;
Jakobsen, Even Olav;
Grenne, Bjørnar Leangen.
(2025)
Effect of apical foreshortening and transducer angulation on strain measurements: a quantitative investigation.
European Heart Journal-Cardiovascular Imaging
Abstract
-
Hu, Jieyu;
Olaisen, Sindre Hellum;
Pasdeloup, David;
Vyver, Gilles van de;
Østvik, Andreas;
Holte, Espen.
(2025)
A deep learning-based pipeline for large-scale echocardiography data curation and measurements.
The European Heart Journal – Digital Health (EHJ-DH)
Academic article
-
Sæbø, Sigbjørn;
Pettersen, Håkon Neergaard;
Bøen, Gunn Catrin Fossum;
Jakobsen, Even Olav;
Langøy, Per K;
Nilsen, Hans Olav.
(2025)
Real-time guidance and automated measurements using deep learning to improve echocardiographic assessment of left ventricular size and function.
European Heart Journal – Imaging Methods and Practice (EHJ-IMP)
Academic article
-
Pasdeloup, David;
Østvik, Andreas;
Olaisen, Sindre Hellum;
Skogvoll, Eirik;
Dalen, Havard;
Løvstakken, Lasse.
(2025)
Challenges and Strategies for Deep Learning in Cardiovascular Imaging.
JACC Cardiovascular Imaging
Academic article
-
Nancy, Bazilchuk;
Pasdeloup, David Francis Pierre;
Dalen, Håvard;
Løvstakken, Lasse;
Måsøy, Svein-Erik.
(2024)
Peering into your heart – with the help of AI.
Gemini (English edition)
Popular scientific article
-
Nancy, Bazilchuk;
Pasdeloup, David Francis Pierre;
Dalen, Håvard;
Løvstakken, Lasse;
Måsøy, Svein-Erik.
(2024)
Kunstig intelligens hjelper til med å se hjertet ditt.
Gemini
Popular scientific article
-
Sæbø, Sigbjørn;
Pettersen, Håkon Neergaard;
Smistad, Erik;
Pasdeloup, David Francis Pierre;
Stølen, Stian Bergseng;
Grenne, Bjørnar Leangen.
(2023)
Real-time guiding by deep learning during echocardiography to reduce left ventricular foreshortening and measurement variability.
European Heart Journal – Imaging Methods and Practice (EHJ-IMP)
Academic article
-
Sæbø, Sigbjørn;
Pasdeloup, David Francis Pierre;
Pettersen, Håkon Neergaard;
Smistad, Erik;
Østvik, Andreas;
Olaisen, Sindre Hellum.
(2023)
Real-time guidance by deep learning of experienced operators to improve the standardization of echocardiographic acquisitions.
European Heart Journal – Imaging Methods and Practice (EHJ-IMP)
Academic article
-
Olaisen, Sindre Hellum;
Smistad, Erik;
Espeland, Torvald;
Hu, Jieyu;
Pasdeloup, David Francis Pierre;
Østvik, Andreas.
(2023)
Automatic measurements of left ventricular volumes and ejection fraction by artificial intelligence: clinical validation in real time and large databases.
European Heart Journal-Cardiovascular Imaging
Academic article
-
Pettersen, Håkon Neergaard;
Sæbø, Sigbjørn;
Pasdeloup, David Francis Pierre;
Østvik, Andreas;
Smistad, Erik;
Stølen, Stian Bergseng.
(2022)
The impact of real-time feedback by deep learning during echocardiographic scanning on test-retest variability of left ventricular systolic function measurements.
European Heart Journal-Cardiovascular Imaging
Abstract
-
Pasdeloup, David Francis Pierre;
Olaisen, Sindre Hellum;
Østvik, Andreas;
Sæbø, Sigbjørn;
Pettersen, Håkon Neergaard;
Holte, Espen.
(2022)
Real-Time Echocardiography Guidance for Optimized Apical Standard Views.
Ultrasound in Medicine and Biology
Academic article
-
Reddy, Namireddy Praveen;
Pasdeloup, David Francis Pierre;
Zadeh, Mehdi Karbalaye;
Skjetne, Roger.
(2019)
An Intelligent Power and Energy Management System for Fuel Cell/Battery Hybrid Electric Vehicle Using Reinforcement Learning.
IEEE Transportation Electrification Conference & Expo (ITEC)
Academic article
Report
-
Pasdeloup, David Francis Pierre;
Løvstakken, Lasse;
Smistad, Erik;
Dalen, Håvard.
(2023)
Deep Learning in the Echocardiography Workflow: Challenges and Opportunities.
Norges teknisk-naturvitenskapelige universitet
Norges teknisk-naturvitenskapelige universitet
Doctoral dissertation
Outreach
2024
-
Academic lecturePasdeloup, David Francis Pierre; Dalen, Håvard; Løvstakken, Lasse; Østvik, Andreas; Olaisen, Sindre Hellum. (2024) Challenges and Opportunities in end-to-end Dep Learning for Echocardiography. Leuven Meeting on Myocardial Function Imaging 2024-02-08 - 2024-02-09
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PosterPasdeloup, David Francis Pierre. (2024) Left ventricular ejection fraction with Deep Learning: can we move past the status-quo of manual reference values?. PRESIMAL Researcher School , Ørland 2024-09-18 - 2024-09-20
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Academic lectureSæbø, Sigbjørn; Pettersen, Håkon Neergaard; Bøen, Gunn Catrin Fossum; Jakobsen, Even Olav; Langøy, Per Kristian Fahle; Nilsen, Hans Olav. (2024) The effect of deep learning guidance and automated measurements on the reproducibility of left ventricular ejection fraction and global longitudinal strain in breast cancer patients receiving trastuzumab. Kardiologisk Høstmøte , Oslo 2024-10-24 - 2024-10-26
2023
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LectureEkroll, Ingvild Kinn; Grønli, Thomas; Wifstad, Sigurd Vangen; Yari, Yasin; Pasdeloup, David Francis Pierre; Hu, Jieyu. (2023) Se under overflaten med ultralyd!. Researchers Night 2023-09-29 - 2023-09-29
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Academic lecturePettersen, Håkon Neergaard; Sæbø, Sigbjørn; Smistad, Erik; Pasdeloup, David Francis Pierre; Stølen, Stian Bergseng; Grenne, Bjørnar Leangen. (2023) Real-time guiding by deep learning during echocardiography to reduce left ventricular foreshortening and measurement variability. Meeting on Myocardial Function Imaging , Leuven 2023-02-09 - 2023-02-10
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Academic lecturePettersen, Håkon Neergaard; Sæbø, Sigbjørn; Pasdeloup, David Francis Pierre; Smistad, Erik; Østvik, Andreas; Olaisen, Sindre Hellum. (2023) The Impact of Real-time Guiding by Deep Learning on Inter-operator Variability of Left Ventricular Function Measurements. Høstmøte, Norsk Cardiologisk Selskap , Scandic Fornebu, Martin Lingesvei 2,1364, Fornebu 2023-10-26 - 2023-10-28
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PosterPettersen, Håkon Neergaard; Sæbø, Sigbjørn; Pasdeloup, David Francis Pierre; Olaisen, Sindre Hellum; Østvik, Andreas; Bøen, Gunn Catrin Fossum. (2023) The impact of real-time guiding by deep learning on test-retest variability of automated left ventricular systolic function measurements. EACVI , Barcelona 2023-05-10 - 2023-05-12
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Academic lecturePasdeloup, David Francis Pierre; Østvik, Andreas; Olaisen, Sindre Hellum; Skogvoll, Eirik; Dalen, Håvard; Løvstakken, Lasse. (2023) Automated measurements with AI: the gap between proof-of-concept and clinical use. Artimino Ultrasound Conference 2023-06-11 - 2023-06-14
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PosterOlaisen, Sindre Hellum; Espeland, Torvald; Smistad, Erik; Hu, Jieyu; Pasdeloup, David Francis Pierre; Østvik, Andreas. (2023) Automatic measurements of left ventricular volumes and ejection fraction by artificial intelligence reduces time-consumption and inter-observer variability. EACVI , Barcelona 2023-05-10 - 2023-05-12
2022
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Academic lectureSæbø, Sigbjørn; Pettersen, Håkon Neergaard; Østvik, Andreas; Pasdeloup, David Francis Pierre; Smistad, Erik; Stølen, Stian Bergseng. (2022) Automated analyses and real-time guiding by deep learning to reduce test-retest variability of global longitudinal strain. ESC 2022 , Barcelona 2022-08-25 - 2022-08-29
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Academic lectureSæbø, Sigbjørn; Pettersen, Håkon Neergaard; Østvik, Andreas; Smistad, Erik; Pasdeloup, David Francis Pierre; Grenne, Bjørnar. (2022) Automated analyses and real-time guiding by deep learning to reduce variability of global longitudinal strain. CIUS Fall Conference 2022 , Trondheim 2022-11-09 -
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Academic lectureOlaisen, Sindre Hellum; Smistad, Erik; Østvik, Andreas; Hu, Jieyu; Pasdeloup, David Francis Pierre; Stylidis, Michael. (2022) Automatic calculation of left ventricular ejection fraction using artificial intelligence. Kardiologisk høstmøte 2022 , Fornebu, Oslo 2022-10-27 - 2022-10-29
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PosterPasdeloup, David Francis Pierre; Sæbø, Sigbjørn; Olaisen, Sindre Hellum; Pettersen, Håkon Neergaard; Østvik, Andreas; Holte, Espen. (2022) Real-Time Echocardiography Guidance for Optimized Apical Standard Views. PRESIMAL Autumn Research School 2022-09-14 - 2022-09-16
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PosterPasdeloup, David Francis Pierre; Sæbø, Sigbjørn; Olaisen, Sindre Hellum; Pettersen, Håkon Neergaard; Østvik, Andreas; Holte, Espen. (2022) Real-Time Echocardiography Guidance for Optimized Apical Standard Views. IEEE International Ultrasound Symposium 2022-10-10 - 2022-10-13
2021
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PosterMohajery, Mohammad; Wigen, Morten Smedsrud; Fadnes, Solveig; Pasdeloup, David Francis Pierre; Smistad, Erik; Espeland, Torvald. (2021) The variation of natural myocardial mechanical wave velocities due to 3D propagation. International Ultrasonics Symposium , Virtual 2021-09-11 - 2021-09-16
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Academic lecturePettersen, Håkon Neergaard; Sæbø, Sigbjørn; Pasdeloup, David Francis Pierre; Østvik, Andreas; Smistad, Erik; Stølen, Stian Bergseng. (2021) The impact of real-time feedback by deep learning during echocardiography on test-retest variability of left ventricular systolic function measurements. EuroEcho 2021 , Berlin 2021-12-09 - 2021-12-11
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Academic lecturePettersen, Håkon Neergaard; Sæbø, Sigbjørn; Pasdeloup, David Francis Pierre; Østvik, Andreas; Smistad, Erik; Stølen, Stian Bergseng. (2021) Impact of real-time feedback by deep learning during echocardiography on test-retest variability of left ventricular systolic function measurements. CIUS Fall Conference 2021 , Trondheim 2021-12-07 - 2021-12-08
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PosterPasdeloup, David Francis Pierre; Olaisen, Sindre Hellum; Ãstvik, Andreas; Holte, Espen; Grenne, Bjørnar; Sæbo, Sigbjørn. (2021) Real-time Image Guiding in Echocardiography using Deep Learning. International Ultrasound Symposium 2021-09-11 - 2021-09-16
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Academic lecturePettersen, Håkon Neergaard; Sæbø, Sigbjørn; Pasdeloup, David Francis Pierre; Østvik, Andreas Raae; Smistad, Erik; Stølen, Stian Bergseng. (2021) Impact of real-time feedback by deep learning during echocardiography on test-retest variability of left ventricular systolic function measurements. Høstmøte, Norsk Cardiologisk Selskap , Scandic Fornebu, Martin Lingesvei 2,1364, Fornebu 2021-10-28 - 2021-10-30
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PosterSæbø, Sigbjørn; Pettersen, Håkon Neergaard; Pasdeloup, David Francis Pierre; Smistad, Erik; Stølen, Stian Bergseng; Grenne, Bjørnar. (2021) Real-time automatic feedback by deep learning to reduce apical foreshortening in echocardiography. EuroEcho 2021 2021-12-09 -
2020
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PosterPasdeloup, David Francis Pierre; Østvik, Andreas; Smistad, Erik; Løvstakken, Lasse; Dalen, Håvard; Olaisen, Sindre Hellum. (2020) Automatic Apical Standard Views extraction from 3D ultrasound volumes using Deep Learning. Virtual IEEE IUS Symposium 2020-09-06 - 2020-09-11
2019
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Academic lecturePasdeloup, David Francis Pierre; Østvik, Andreas; Smistad, Erik; Løvstakken, Lasse. (2019) Retraining strategies for improved generalization of deep neural networks. IEEE International Ultrasonics symposium , Glasgow 2019-10-06 - 2019-10-09