Jinyang Yu
+4797578664
Trondheim
About
PhD-candidate, Department of Circulation and Medical Imaging, Norwegian University of Science and Technology
M.D., Department of Anesthesia and Intensive Care, St Olavs Hospital
Trondheim, Norway
Research: Combining transesophageal echocardiography with artificial intelligence for automatic and continuous monitoring of left ventricular function (autoMAPSE).
Interest: Cardio-pulmonary physiology and monitoring.
Twitter: @dritsyk
Email: jinyang_yu@hotmail.com
Blog: dritsyk.no
«He who shows off his learnings,
does not have the true learning»
– Lao Zi, The Book of Tao and Teh (Chapter 81)
Publications
2026
-
Missana, Matteo;
Hau, Maïlys Françoise;
Grude, Ola;
Lindseth, Frank;
Aakhus, Svend;
Votta, Emiliano;
Yu, Jinyang;
Kiss, Gabriel Hanssen.
(2026)
AutoRV: Automated Assessment of Right Ventricular Structure and Function Using Transesophageal Echocardiography in Mechanically Ventilated Patients.
Ultrasound in Medicine and Biology
Academic article
-
Yu, Jinyang;
Grude, Ola;
Berg, Erik Andreas Rye;
Tasken, Anders Austlid;
Tannvik, Tomas Dybos;
Slagsvold, Katrine Hordnes;
Kirkeby-Garstad, Idar;
Grenne, Bjørnar Leangen;
Aakhus, Svend;
Kiss, Gabriel Hanssen.
(2026)
Automatic monitoring of single-wall MAPSE by transesophageal echocardiography for tracking global left ventricular function irrespective of regional hypokinesia: a secondary analysis.
Intensive Care Medicine Experimental
Academic article
-
Tasken, Anders Austlid;
Judge, Thierry;
Berg, Erik Andreas Rye;
Yu, Jinyang;
Grenne, Bjørnar Leangen;
Lindseth, Frank;
Aakhus, Svend;
Jodoin, Pierre Marc;
Duchateau, Nicolas;
Bernard, Olivier.
(2026)
Estimation of Segmental Longitudinal Strain in Transesophageal Echocardiography by Deep Learning.
IEEE Journal of Biomedical and Health Informatics
Academic article
2025
-
Yu, Jinyang;
Tannvik, Tomas Dybos;
Taskén, Anders Austlid;
Berg, Erik Andreas Rye;
Slagsvold, Katrine Hordnes;
Kirkeby-Garstad, Idar;
Skogvoll, Eirik;
Kiss, Gabriel Hanssen;
Grenne, Bjørnar Leangen;
Aakhus, Svend.
(2025)
Monitoring systemic ventriculoarterial coupling after cardiac surgery using continuous transoesophageal echocardiography and deep learning.
Journal of clinical monitoring and computing
Academic article
-
Yu, Jinyang;
Taskén, Anders Austlid;
Berg, Erik Andreas Rye;
Tannvik, Tomas Dybos;
Slagsvold, Katrine Hordnes;
Kirkeby-Garstad, Idar;
Grenne, Bjørnar Leangen;
Kiss, Gabriel Hanssen;
Aakhus, Svend.
(2025)
Continuous three-dimensional transesophageal echocardiography and deep learning for perioperative monitoring of left ventricular longitudinal function.
European Heart Journal – Imaging Methods and Practice (EHJ-IMP)
Academic article
-
Yu, Jinyang;
Aakhus, Svend;
Grenne, Bjørnar Leangen;
Kirkeby-Garstad, Idar;
Kiss, Gabriel Hanssen.
(2025)
Continuous monitoring of left ventricular function by transesophageal echocardiography and artificial intelligence.
Norges teknisk-naturvitenskapelige universitet
Doctoral thesis
-
Yu, Jinyang;
Aakhus, Svend;
Chew, Michelle S..
(2025)
Monitoring left ventricular function with MAPSE and critical care echocardiography.
Intensive Care Medicine
Academic article
-
Yu, Jinyang.
(2025)
Discourses and Selected Writings.
Anesthesiology
Book review
-
Yu, Jinyang.
(2025)
Discourses and Selected Writings.
Anesthesiology
Book review
-
Yu, Jinyang;
Høyland, Kjell;
Berg, Erik Andreas Rye;
Tannvik, Tomas Dybos;
Grenne, Bjørnar Leangen;
Aakhus, Svend.
(2025)
Right Ventricular Ejection Fraction Assessed by Single-Beat Three-Dimensional Transesophageal Echocardiography in Mechanically Ventilated Patients.
Anesthesia and Analgesia
Academic article
2024
-
Yu, Jinyang;
Skogvoll, Eirik;
Tannvik, Tomas Dybos;
Tasken, Anders Austlid;
Grenne, Bjørnar Leangen;
Kirkeby-Garstad, Idar;
Aakhus, Svend.
(2024)
Continuous mitral annular plane systolic excursion monitored using transesophageal echocardiography and deep learning reflects ventriculo-arterial coupling.
Critical Care
Conference abstract
-
Yu, Jinyang;
Skogvoll, Eirik;
Tannvik, Tomas Dybos;
Tasken, Anders Austlid;
Grenne, Bjørnar Leangen;
Kirkeby-Garstad, Idar;
Aakhus, Svend.
(2024)
Continuous monitoring of mitral annular plane systolic excursion using transesophageal echocardiography and deep learning predicts postoperative cardiac biomarkers.
Critical Care
Conference abstract
-
Yu, Jinyang;
Tasken, Anders Austlid;
Flade, Hans Martin;
Skogvoll, Eirik;
Berg, Erik Andreas Rye;
Grenne, Bjørnar Leangen;
Rimehaug, Audun Eskeland;
Kirkeby-Garstad, Idar;
Kiss, Gabriel Hanssen;
Aakhus, Svend.
(2024)
Automatic assessment of left ventricular function for hemodynamic monitoring using artificial intelligence and transesophageal echocardiography.
Journal of clinical monitoring and computing
Academic article
-
Tasken, Anders Austlid;
Yu, Jinyang;
Berg, Erik Andreas Rye;
Grenne, Bjørnar Leangen;
Holte, Espen;
Dalen, Håvard;
Stølen, Stian Bergseng;
Lindseth, Frank;
Aakhus, Svend;
Kiss, Gabriel Hanssen.
(2024)
Automatic Detection and Tracking of Anatomical Landmarks in Transesophageal Echocardiography for Quantification of Left Ventricular Function.
Ultrasound in Medicine and Biology
Academic article
-
Yu, Jinyang;
Tasken, Anders Austlid;
Berg, Erik Andreas Rye;
Tannvik, Tomas Dybos;
Slagsvold, Katrine Hordnes;
Kirkeby-Garstad, Idar;
Grenne, Bjørnar Leangen;
Kiss, Gabriel Hanssen;
Aakhus, Svend.
(2024)
Continuous monitoring of left ventricular function in postoperative intensive care patients using artificial intelligence and transesophageal echocardiography.
Intensive Care Medicine Experimental
Academic article
-
Yu, Jinyang;
Tannvik, Tomas Dybos;
Tasken, Anders Austlid;
Berg, Erik Andreas Rye;
Slagsvold, Katrine Hordnes;
Kirkeby-Garstad, Idar;
Skogvoll, Eirik;
Kiss, Gabriel Hanssen;
Grenne, Bjørnar Leangen;
Aakhus, Svend.
(2024)
Kontinuerlig overvåking av venstre ventrikkelfunksjon hos intensivpasienter med transøsofageal ekkokardiografi og dyp læring reflekterer ventrikuloarteriell kobling.
NAForum
Conference abstract
-
Yu, Jinyang;
Tasken, Anders Austlid;
Berg, Erik Andreas Rye;
Tannvik, Tomas Dybos;
Slagsvold, Katrine Hordnes;
Kirkeby-Garstad, Idar;
Grenne, Bjørnar Leangen;
Kiss, Gabriel Hanssen;
Aakhus, Svend.
(2024)
Kontinuerlig 3D transøsofageal ekkokardiografi og dyp læring for overvåking av venstre ventrikkelfunksjon hos postoperative intensivpasienter.
NAForum
Conference abstract
-
Yu, Jinyang;
Høyland, Kjell;
Berg, Erik Andreas Rye;
Tannvik, Tomas Dybos;
Grenne, Bjørnar Leangen;
Aakhus, Svend.
(2024)
Høyre ventrikkels ejeksjonsfraksjon målt hos respiratorpasienter med enkeltslag 3D transøsofageal ekkokardiografi.
NAForum
Conference abstract
2023
-
Yu, Jinyang;
Flade, Hans-Martin;
Tasken, Anders Austlid;
Berg, Erik Andreas Rye;
Grenne, Bjørnar Leangen;
Rimehaug, Audun Eskeland;
Kirkeby-Garstad, Idar;
Kiss, Gabriel Hanssen;
Aakhus, Svend.
(2023)
Left ventricular function monitored in intensive care using artificial intelligence and transesophageal echocardiography.
Critical Care
Conference abstract
-
Yu, Jinyang;
Tasken, Anders Austlid;
Berg, Erik Andreas Rye;
Tannvik, Tomas Dybos;
Kirkeby-Garstad, Idar;
Grenne, Bjørnar Leangen;
Kiss, Gabriel Hanssen;
Aakhus, Svend.
(2023)
Continuous monitoring of left ventricular function in intensive care using transesophageal echocardiography and artificial intelligence.
Intensive Care Medicine Experimental
Conference abstract
-
Yu, Jinyang;
Tannvik, Tomas Dybos;
Klepstad, Pål.
(2023)
Avklaring av høyt noradrenalinbehov hos en pasient etter hjertekirurgi med blødningshistorie og redusert venstre ventrikkelfunksjon.
NAForum
Conference abstract
-
Yu, Jinyang;
Tasken, Anders Austlid;
Berg, Erik Andreas Rye;
Tannvik, Tomas Dybos;
Kirkeby-Garstad, Idar;
Grenne, Bjørnar Leangen;
Kiss, Gabriel Hanssen;
Aakhus, Svend.
(2023)
Kontinuerlig overvåking av venstre ventrikkelfunksjon hos intensivpasienter ved bruk av transøsofageal ekkokardiografi og kunstig intelligens.
NAForum
Conference abstract
2022
-
Yu, Jinyang;
Kirkeby-Garstad, Idar.
(2022)
En mann i 70-årene med lavt blodtrykk etter en rutineoperasjon.
NAForum
Academic article
2021
-
Yu, Jinyang;
Kirkeby-Garstad, Idar.
(2021)
En mann i 70-årene med EF 20%, ScvO2 26% og LVOT VTI 6,9 cm til operasjon.
NAForum
Conference abstract
Journal publications
-
Missana, Matteo;
Hau, Maïlys Françoise;
Grude, Ola;
Lindseth, Frank;
Aakhus, Svend;
Votta, Emiliano;
Yu, Jinyang;
Kiss, Gabriel Hanssen.
(2026)
AutoRV: Automated Assessment of Right Ventricular Structure and Function Using Transesophageal Echocardiography in Mechanically Ventilated Patients.
Ultrasound in Medicine and Biology
Academic article
-
Yu, Jinyang;
Grude, Ola;
Berg, Erik Andreas Rye;
Tasken, Anders Austlid;
Tannvik, Tomas Dybos;
Slagsvold, Katrine Hordnes;
Kirkeby-Garstad, Idar;
Grenne, Bjørnar Leangen;
Aakhus, Svend;
Kiss, Gabriel Hanssen.
(2026)
Automatic monitoring of single-wall MAPSE by transesophageal echocardiography for tracking global left ventricular function irrespective of regional hypokinesia: a secondary analysis.
Intensive Care Medicine Experimental
Academic article
-
Yu, Jinyang;
Tannvik, Tomas Dybos;
Taskén, Anders Austlid;
Berg, Erik Andreas Rye;
Slagsvold, Katrine Hordnes;
Kirkeby-Garstad, Idar;
Skogvoll, Eirik;
Kiss, Gabriel Hanssen;
Grenne, Bjørnar Leangen;
Aakhus, Svend.
(2025)
Monitoring systemic ventriculoarterial coupling after cardiac surgery using continuous transoesophageal echocardiography and deep learning.
Journal of clinical monitoring and computing
Academic article
-
Yu, Jinyang;
Taskén, Anders Austlid;
Berg, Erik Andreas Rye;
Tannvik, Tomas Dybos;
Slagsvold, Katrine Hordnes;
Kirkeby-Garstad, Idar;
Grenne, Bjørnar Leangen;
Kiss, Gabriel Hanssen;
Aakhus, Svend.
(2025)
Continuous three-dimensional transesophageal echocardiography and deep learning for perioperative monitoring of left ventricular longitudinal function.
European Heart Journal – Imaging Methods and Practice (EHJ-IMP)
Academic article
-
Tasken, Anders Austlid;
Judge, Thierry;
Berg, Erik Andreas Rye;
Yu, Jinyang;
Grenne, Bjørnar Leangen;
Lindseth, Frank;
Aakhus, Svend;
Jodoin, Pierre Marc;
Duchateau, Nicolas;
Bernard, Olivier.
(2026)
Estimation of Segmental Longitudinal Strain in Transesophageal Echocardiography by Deep Learning.
IEEE Journal of Biomedical and Health Informatics
Academic article
-
Yu, Jinyang;
Skogvoll, Eirik;
Tannvik, Tomas Dybos;
Tasken, Anders Austlid;
Grenne, Bjørnar Leangen;
Kirkeby-Garstad, Idar;
Aakhus, Svend.
(2024)
Continuous mitral annular plane systolic excursion monitored using transesophageal echocardiography and deep learning reflects ventriculo-arterial coupling.
Critical Care
Conference abstract
-
Yu, Jinyang;
Skogvoll, Eirik;
Tannvik, Tomas Dybos;
Tasken, Anders Austlid;
Grenne, Bjørnar Leangen;
Kirkeby-Garstad, Idar;
Aakhus, Svend.
(2024)
Continuous monitoring of mitral annular plane systolic excursion using transesophageal echocardiography and deep learning predicts postoperative cardiac biomarkers.
Critical Care
Conference abstract
-
Yu, Jinyang;
Aakhus, Svend;
Chew, Michelle S..
(2025)
Monitoring left ventricular function with MAPSE and critical care echocardiography.
Intensive Care Medicine
Academic article
-
Yu, Jinyang;
Tasken, Anders Austlid;
Flade, Hans Martin;
Skogvoll, Eirik;
Berg, Erik Andreas Rye;
Grenne, Bjørnar Leangen;
Rimehaug, Audun Eskeland;
Kirkeby-Garstad, Idar;
Kiss, Gabriel Hanssen;
Aakhus, Svend.
(2024)
Automatic assessment of left ventricular function for hemodynamic monitoring using artificial intelligence and transesophageal echocardiography.
Journal of clinical monitoring and computing
Academic article
-
Yu, Jinyang;
Kirkeby-Garstad, Idar.
(2022)
En mann i 70-årene med lavt blodtrykk etter en rutineoperasjon.
NAForum
Academic article
-
Tasken, Anders Austlid;
Yu, Jinyang;
Berg, Erik Andreas Rye;
Grenne, Bjørnar Leangen;
Holte, Espen;
Dalen, Håvard;
Stølen, Stian Bergseng;
Lindseth, Frank;
Aakhus, Svend;
Kiss, Gabriel Hanssen.
(2024)
Automatic Detection and Tracking of Anatomical Landmarks in Transesophageal Echocardiography for Quantification of Left Ventricular Function.
Ultrasound in Medicine and Biology
Academic article
-
Yu, Jinyang.
(2025)
Discourses and Selected Writings.
Anesthesiology
Book review
-
Yu, Jinyang;
Flade, Hans-Martin;
Tasken, Anders Austlid;
Berg, Erik Andreas Rye;
Grenne, Bjørnar Leangen;
Rimehaug, Audun Eskeland;
Kirkeby-Garstad, Idar;
Kiss, Gabriel Hanssen;
Aakhus, Svend.
(2023)
Left ventricular function monitored in intensive care using artificial intelligence and transesophageal echocardiography.
Critical Care
Conference abstract
-
Yu, Jinyang;
Tasken, Anders Austlid;
Berg, Erik Andreas Rye;
Tannvik, Tomas Dybos;
Kirkeby-Garstad, Idar;
Grenne, Bjørnar Leangen;
Kiss, Gabriel Hanssen;
Aakhus, Svend.
(2023)
Continuous monitoring of left ventricular function in intensive care using transesophageal echocardiography and artificial intelligence.
Intensive Care Medicine Experimental
Conference abstract
-
Yu, Jinyang;
Tannvik, Tomas Dybos;
Klepstad, Pål.
(2023)
Avklaring av høyt noradrenalinbehov hos en pasient etter hjertekirurgi med blødningshistorie og redusert venstre ventrikkelfunksjon.
NAForum
Conference abstract
-
Yu, Jinyang;
Tasken, Anders Austlid;
Berg, Erik Andreas Rye;
Tannvik, Tomas Dybos;
Slagsvold, Katrine Hordnes;
Kirkeby-Garstad, Idar;
Grenne, Bjørnar Leangen;
Kiss, Gabriel Hanssen;
Aakhus, Svend.
(2024)
Continuous monitoring of left ventricular function in postoperative intensive care patients using artificial intelligence and transesophageal echocardiography.
Intensive Care Medicine Experimental
Academic article
-
Yu, Jinyang;
Tasken, Anders Austlid;
Berg, Erik Andreas Rye;
Tannvik, Tomas Dybos;
Kirkeby-Garstad, Idar;
Grenne, Bjørnar Leangen;
Kiss, Gabriel Hanssen;
Aakhus, Svend.
(2023)
Kontinuerlig overvåking av venstre ventrikkelfunksjon hos intensivpasienter ved bruk av transøsofageal ekkokardiografi og kunstig intelligens.
NAForum
Conference abstract
-
Yu, Jinyang;
Tannvik, Tomas Dybos;
Tasken, Anders Austlid;
Berg, Erik Andreas Rye;
Slagsvold, Katrine Hordnes;
Kirkeby-Garstad, Idar;
Skogvoll, Eirik;
Kiss, Gabriel Hanssen;
Grenne, Bjørnar Leangen;
Aakhus, Svend.
(2024)
Kontinuerlig overvåking av venstre ventrikkelfunksjon hos intensivpasienter med transøsofageal ekkokardiografi og dyp læring reflekterer ventrikuloarteriell kobling.
NAForum
Conference abstract
-
Yu, Jinyang;
Tasken, Anders Austlid;
Berg, Erik Andreas Rye;
Tannvik, Tomas Dybos;
Slagsvold, Katrine Hordnes;
Kirkeby-Garstad, Idar;
Grenne, Bjørnar Leangen;
Kiss, Gabriel Hanssen;
Aakhus, Svend.
(2024)
Kontinuerlig 3D transøsofageal ekkokardiografi og dyp læring for overvåking av venstre ventrikkelfunksjon hos postoperative intensivpasienter.
NAForum
Conference abstract
-
Yu, Jinyang.
(2025)
Discourses and Selected Writings.
Anesthesiology
Book review
-
Yu, Jinyang;
Høyland, Kjell;
Berg, Erik Andreas Rye;
Tannvik, Tomas Dybos;
Grenne, Bjørnar Leangen;
Aakhus, Svend.
(2024)
Høyre ventrikkels ejeksjonsfraksjon målt hos respiratorpasienter med enkeltslag 3D transøsofageal ekkokardiografi.
NAForum
Conference abstract
-
Yu, Jinyang;
Høyland, Kjell;
Berg, Erik Andreas Rye;
Tannvik, Tomas Dybos;
Grenne, Bjørnar Leangen;
Aakhus, Svend.
(2025)
Right Ventricular Ejection Fraction Assessed by Single-Beat Three-Dimensional Transesophageal Echocardiography in Mechanically Ventilated Patients.
Anesthesia and Analgesia
Academic article
-
Yu, Jinyang;
Kirkeby-Garstad, Idar.
(2021)
En mann i 70-årene med EF 20%, ScvO2 26% og LVOT VTI 6,9 cm til operasjon.
NAForum
Conference abstract
Student thesis or dissertation
-
Yu, Jinyang;
Aakhus, Svend;
Grenne, Bjørnar Leangen;
Kirkeby-Garstad, Idar;
Kiss, Gabriel Hanssen.
(2025)
Continuous monitoring of left ventricular function by transesophageal echocardiography and artificial intelligence.
Norges teknisk-naturvitenskapelige universitet
Doctoral thesis
Outreach
2025
-
Conference lecture
-
Conference lectureYu, Jinyang. (2025) Continuous monitoring of left ventricular function by transesophageal echocardiography and artificial intelligence in perioperative patients. Meeting on Myocardial Function Imaging
2024
-
Conference posterYu, Jinyang. (2024) Continuous monitoring of mitral annular plane systolic excursion using transesophageal echocardiography and deep learning predicts postoperative cardiac biomarkers. 43rd International Symposium on Intensive Care & Emergency Medicine
-
Conference posterYu, Jinyang. (2024) Continuous mitral annular plane systolic excursion monitored using transesophageal echocardiography and deep learning reflects ventriculo-arterial coupling. 43rd International Symposium on Intensive Care & Emergency Medicine
-
Conference lectureYu, Jinyang. (2024) Kontinuerlig overvåking av venstre ventrikkelfunksjon hos intensivpasienter med transøsofageal ekkokardiografi og dyp læring reflekterer ventrikuloarteriell kobling. Norsk anestesiologisk høstmøte
-
Conference lectureYu, Jinyang. (2024) Høyre ventrikkels ejeksjonsfraksjon målt hos respiratorpasienter med enkeltslag 3D transøsofageal ekkokardiografi. Norsk anestesiologisk høstmøte
-
Conference lectureYu, Jinyang. (2024) Kontinuerlig 3D transøsofageal ekkokardiografi og dyp læring for overvåking av venstre ventrikkelfunksjon hos postoperative intensivpasienter. Norsk anestesiologisk høstmøte
2023
-
Conference posterYu, Jinyang; Tasken, Anders Austlid; Flade, Hans-Martin; Berg, Erik Andreas Rye; Grenne, Bjørnar Leangen; Rimehaug, Audun Eskeland; Kirkeby-Garstad, Idar; Kiss, Gabriel Hanssen; Aakhus, Svend. (2023) Left ventricular function monitored in intensive care using artificial intelligence and transesophageal echocardiography. 42nd International Symposium on Intensive Care & Emergency Medicine
-
Feature article
-
Conference lectureYu, Jinyang; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Tannvik, Tomas Dybos; Kirkeby-Garstad, Idar; Grenne, Bjørnar Leangen; Kiss, Gabriel Hanssen; Aakhus, Svend. (2023) Kontinuerlig overvåking av venstre ventrikkelfunksjon hos intensivpasienter ved bruk av transøsofageal ekkokardiografi og kunstig intelligens. Høstmøte 2023
-
Conference posterYu, Jinyang; Tasken, Anders Austlid; Berg, Erik Andreas Rye; Tannvik, Tomas Dybos; Kirkeby-Garstad, Idar; Grenne, Bjørnar Leangen; Kiss, Gabriel Hanssen; Aakhus, Svend. (2023) Continuous monitoring of left ventricular function in intensive care using transesophageal echocardiography and artificial intelligence. LIVES Conference 2024
-
Conference lectureYu, Jinyang; Tannvik, Tomas Dybos; Klepstad, Pål. (2023) Avklaring av høyt noradrenalinbehov hos en pasient etter hjertekirurgi med blødningshistorie og redusert venstre ventrikkelfunksjon. Høstmøte 2023
2022
-
Feature article
2021
-
Conference lectureYu, Jinyang; Kirkeby-Garstad, Idar. (2021) En mann i 70-årene med EF 20%, ScvO2 26% og LVOT VTI 6,9 cm til operasjon. NAF høstmøte