Sigbjørn Sæbø
Publications
2025
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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
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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
-
Sæbø, Sigbjørn;
Dalen, Håvard;
Løvstakken, Lasse.
(2025)
Deep learning to improve echocardiography: Real-time guidance and automated measurements.
NTNU Norges teknisk-naturvitenskapelige universitet
NTNU Norges teknisk-naturvitenskapelige universitet
Doctoral dissertation
2024
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Wifstad, Sigurd Vangen;
Kildahl, Henrik Agerup;
Grenne, Bjørnar Leangen;
Holte, Espen;
Hauge, Ståle Wågen;
Sæbø, Sigbjørn.
(2024)
Mitral Valve Segmentation and Tracking from Transthoracic Echocardiography Using Deep Learning.
Ultrasound in Medicine and Biology
Academic article
-
Sæbø, Sigbjørn;
Dalen, Håvard;
Nyberg, John Anders Tomas;
Grenne, Bjørnar Leangen;
Jakobsen, Even Olav;
Nes, Bjarne Martens.
(2024)
Left atrial to ventricular volume ratio and relation to fitness, cardiovascular risk factors, and diastolic function in healthy individuals: the HUNT Study.
European Heart Journal – Imaging Methods and Practice (EHJ-IMP)
Academic article
2023
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Sæbø, Sigbjørn;
Nyberg, John Anders Tomas;
Jakobsen, Even Olav;
Nes, Bjarne Martens;
Grenne, Bjørnar Leangen;
Wisløff, Ulrik.
(2023)
The relation between left atrial and left ventricular size in a healthy population.
European Heart Journal-Cardiovascular Imaging
Abstract
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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
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
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
-
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
-
Wifstad, Sigurd Vangen;
Kildahl, Henrik Agerup;
Grenne, Bjørnar Leangen;
Holte, Espen;
Hauge, Ståle Wågen;
Sæbø, Sigbjørn.
(2024)
Mitral Valve Segmentation and Tracking from Transthoracic Echocardiography Using Deep Learning.
Ultrasound in Medicine and Biology
Academic article
-
Sæbø, Sigbjørn;
Dalen, Håvard;
Nyberg, John Anders Tomas;
Grenne, Bjørnar Leangen;
Jakobsen, Even Olav;
Nes, Bjarne Martens.
(2024)
Left atrial to ventricular volume ratio and relation to fitness, cardiovascular risk factors, and diastolic function in healthy individuals: the HUNT Study.
European Heart Journal – Imaging Methods and Practice (EHJ-IMP)
Academic article
-
Sæbø, Sigbjørn;
Nyberg, John Anders Tomas;
Jakobsen, Even Olav;
Nes, Bjarne Martens;
Grenne, Bjørnar Leangen;
Wisløff, Ulrik.
(2023)
The relation between left atrial and left ventricular size in a healthy population.
European Heart Journal-Cardiovascular Imaging
Abstract
-
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
-
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
Report
-
Sæbø, Sigbjørn;
Dalen, Håvard;
Løvstakken, Lasse.
(2025)
Deep learning to improve echocardiography: Real-time guidance and automated measurements.
NTNU Norges teknisk-naturvitenskapelige universitet
NTNU Norges teknisk-naturvitenskapelige universitet
Doctoral dissertation
Outreach
2024
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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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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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PosterSæbø, Sigbjørn; Dalen, Håvard; Nyberg, John; Jakobsen, Even Olav; Nes, Bjarne Martens; Grenne, Bjørnar Leangen. (2023) The relation between left atrial and left ventricular size in a healthy population. EACVI , Barcelona 2023-05-10 - 2023-05-12
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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
2022
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Academic lectureWifstad, Sigurd Vangen; Hauge, Ståle Wågen; Seljelv, Sigvard Johansen; Sæbø, Sigbjørn; Mekonnen, Desalew; Nega, Berhanu. (2022) Tracking heart valve motion from transthoracic echocardiography using deep learning. Autumn Research School in Artificial Intelligence Methods in Medical Imaging 2022 , Solstrand 2022-09-14 - 2022-09-16
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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 lectureWifstad, Sigurd Vangen; Hauge, Ståle Wågen; Seljelv, Sigvard Johansen; Sæbø, Sigbjørn; Mekonnen, Desalew; Nega, Berhanu. (2022) Tracking heart valve motion from transthoracic echocardiography using deep learning. IEEE International Ultrasonics Symposium (IUS) , Venezia 2022-10-11 - 2022-10-13
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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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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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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 -