Julien Oster

Associate Professor, Inserm

Joined

May 2020

Names

Julien Oster (Preferred)

Emails

****@inserm.fr (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Associate Professor

Inserm (inserm.fr)

2016 – Present

Postdoc

University of Oxford (ox.ac.uk)

2010 – 2016

PhD student

Université de Lorraine (univ-lorraine.fr)

2006 – 2009

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning applied to EHR

deep learning applied to biomedical image analysis

2018 – Present

machine learning

classification

event detection

2011 – Present

statistical signal processing

Bayesian filtering

2006 – Present

biomedical signal processing

time-series analysis

2006 – Present

Publications

SILICONet : A Siamese Lead Invariant Convolutional Network for Ventricular Heartbeat Detection in Electrocardiograms (ECG)
Pierre Gabriel Aublin, Jacques Felblinger, Julien Oster
- Published: 01 Mar 2023, Last Modified: 22 Apr 2023
- ICLR 2023 TSRL4H Poster
- Readers: Everyone
Post-Hoc Uncertainty Quantification for QT Interval Measurements with Ensembles of Electrocardiographic Leads and Deep Models
Mously Diaw, Stéphane Papelier, Alexandre Durand-Salmon, Jacques Felblinger, Julien Oster
- Published: 01 Mar 2023, Last Modified: 22 Apr 2023
- ICLR 2023 TSRL4H Oral
- Readers: Everyone
Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge
Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Guang Yang
- 2019 (modified: 31 Dec 2021)
- Medical Image Anal. 2019
- Readers: Everyone
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge
Xiahai Zhuang, Lei Li, Christian Payer, Darko Stern, Martin Urschler, Mattias P. Heinrich, Julien Oster, Chunliang Wang, Örjan Smedby, Cheng Bian, Xin Yang, Pheng-Ann Heng, Aliasghar Mortazi, Ulas Bagci, Guanyu Yang, Chenchen Sun, Gaetan Galisot, Jean-Yves Ramel, Thierry Brouard, Qianqian Tong et al. (14 additional authors not shown)
- 2019 (modified: 08 Nov 2022)
- CoRR 2019
- Readers: Everyone
Uncalibrated Real-Time Stroke Volume Estimation in MRI Using the Magnetohydrodynamic Effect ?
Charles-Antoine Robert, Emilien Micard, Julien Oster
- 2018 (modified: 21 May 2020)
- CinC 2018
- Readers: Everyone
Rhythm and Quality Classification from Short ECGs Recorded using a Mobile Device
Joachim A. Behar, Aviv Rosenberg, Yael Yaniv, Julien Oster
- 2017 (modified: 21 May 2020)
- CinC 2017
- Readers: Everyone
MRI Whole Heart Segmentation Using Discrete Nonlinear Registration and Fast Non-local Fusion
Mattias P. Heinrich, Julien Oster
- 2017 (modified: 08 Nov 2022)
- STACOM@MICCAI 2017
- Readers: Everyone
Automated ECG Ventricular Beat Detection with Switching Kalman Filters
Julien Oster, Lionel Tarassenko
- 2016 (modified: 21 May 2020)
- CinC 2016
- Readers: Everyone
Semisupervised ECG Ventricular Beat Classification With Novelty Detection Based on Switching Kalman Filters
Julien Oster, Joachim Behar, Omid Sayadi, Shamim Nemati, Alistair E. W. Johnson, Gari D. Clifford
- 2015 (modified: 08 Nov 2022)
- IEEE Trans. Biomed. Engineering 2015
- Readers: Everyone
fecgsyngui: A GUI Interface to fecgsynfor the Simulation of Maternal-Foetal Activity Mixtures on Abdominal Electrocardiogram Recordings
Mohsan S. Alvi, Fernando Andreotti, Julien Oster, Sebastian Zaunseder, Gari D. Clifford, Joachim Behar
- 2014 (modified: 21 May 2020)
- CinC 2014
- Readers: Everyone

View all 26 publications

Co-Authors

View all 76 co-authors