Jean-Philippe Thiran

Jean-Philippe Thiran

École Polytechnique Fédérale de Lausanne

H-index: 80

Europe-Switzerland

About Jean-Philippe Thiran

Jean-Philippe Thiran, With an exceptional h-index of 80 and a recent h-index of 54 (since 2020), a distinguished researcher at École Polytechnique Fédérale de Lausanne, specializes in the field of medical image analysis, brain connectivity, diffusion MRI, medical image computing, medical imaging.

His recent articles reflect a diverse array of research interests and contributions to the field:

Central and Cortical Gray Mater Segmentation of Magnetic Resonance Images of the Fetal Brain

Distill-SODA: Distilling Self-Supervised Vision Transformer for Source-Free Open-Set Domain Adaptation in Computational Pathology

Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification

Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation

The influence of cardiac arrhythmias on the detection of heartbeats in the photoplethysmogram: benchmarking open-source algorithms

Pore size estimation in axon‐mimicking microfibers with diffusion‐relaxation MRI

Self-supervised learning-based cervical cytology for the triage of HPV-positive women in resource-limited settings and low-data regime

A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (5/6)

Jean-Philippe Thiran Information

University

Position

(EPFL)

Citations(all)

35077

Citations(since 2020)

14394

Cited By

26810

hIndex(all)

80

hIndex(since 2020)

54

i10Index(all)

382

i10Index(since 2020)

237

Email

University Profile Page

École Polytechnique Fédérale de Lausanne

Google Scholar

View Google Scholar Profile

Jean-Philippe Thiran Skills & Research Interests

medical image analysis

brain connectivity

diffusion MRI

medical image computing

medical imaging

Top articles of Jean-Philippe Thiran

Title

Journal

Author(s)

Publication Date

Central and Cortical Gray Mater Segmentation of Magnetic Resonance Images of the Fetal Brain

Proc. Intl. Soc. Mag. Reson. Med

M Bach Cuadra

Marie Schaer

Gabriele Bonano

A André

Laurent Guibaud

...

2029

Distill-SODA: Distilling Self-Supervised Vision Transformer for Source-Free Open-Set Domain Adaptation in Computational Pathology

IEEE Transactions on Medical Imaging

Guillaume Vray

Devavrat Tomar

Behzad Bozorgtabar

Jean-Philippe Thiran

2024/1/18

Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification

Proceedings of the AAAI Conference on Artificial Intelligence

Dwarikanath Mahapatra

Behzad Bozorgtabar

Zongyuan Ge

Mauricio Reyes

Jean-Philippe Thiran

2024/3/24

Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation

arXiv preprint arXiv:2401.08328

Devavrat Tomar

Guillaume Vray

Jean-Philippe Thiran

Behzad Bozorgtabar

2024/1/16

The influence of cardiac arrhythmias on the detection of heartbeats in the photoplethysmogram: benchmarking open-source algorithms

Physiological measurement

Loïc Jeanningros

Mathieu Le Bloa

Cheryl Teres

Claudia Herrera Siklody

Alessandra Porretta

...

2024/2/14

Pore size estimation in axon‐mimicking microfibers with diffusion‐relaxation MRI

Magnetic Resonance in Medicine

Erick J Canales‐Rodríguez

Marco Pizzolato

Feng‐Lei Zhou

Muhamed Barakovic

Jean‐Philippe Thiran

...

2024/1/8

Self-supervised learning-based cervical cytology for the triage of HPV-positive women in resource-limited settings and low-data regime

Computers in Biology and Medicine

Thomas Stegmüller

Christian Abbet

Behzad Bozorgtabar

Holly Clarke

Patrick Petignat

...

2024/2/1

A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (5/6)

Journal of Imaging

Roser Viñals

Jean-Philippe Thiran

2023/11/23

Tract-wise microstructural analysis informs on current and future disability in early multiple sclerosis

Journal of Neurology

Veronica Ravano

Gian Franco Piredda

Jan Krasensky

Michaela Andelova

Tomas Uher

...

2024/2

White adipose tissue distribution and amount are associated with increased white matter connectivity

Human Brain Mapping

Liana Okudzhava

Stephanie Schulz

Elda Fischi‐Gomez

Gabriel Girard

Jürgen Machann

...

2024/4

Accuracy and Reliability of Pelvimetry Measures Obtained by Manual or Automatic Labeling of Three-Dimensional Pelvic Models

Journal of Clinical Medicine

Johann Hêches

Sandra Marcadent

Anna Fernandez

Stephen Adjahou

Jean-Yves Meuwly

...

2024/1/25

Scorenet: Learning non-uniform attention and augmentation for transformer-based histopathological image classification

Thomas Stegmüller

Behzad Bozorgtabar

Antoine Spahr

Jean-Philippe Thiran

2023

Abnormal Cardiac Rhythm Detection Based on Photoplethysmography Signals and a Recurrent Neural Network

Loïc Jeanningros

Jérôme Van Zaen

Clémentine Aguet

Mathieu Le Bloa

Alessandra Porretta

...

2023/10/1

Relax! Diffusion is not the only way to estimate axon radius in vivo

arXiv preprint arXiv:2304.09275

Muhamed Barakovic

Marco Pizzolato

Chantal MW Tax

Umesh Rudrapatna

Stefano Magon

...

2023/4/18

Examining the synergistic effects of a cognitive control video game and a home-based, self-administered non-invasive brain stimulation on alleviating depression: the DiSCoVeR …

European archives of psychiatry and clinical neuroscience

Esther Dechantsreiter

Frank Padberg

Alon Morash

Ulrike Kumpf

Arthur Nguyen

...

2023/2

Susceptibility-induced internal gradients reveal axon morphology and cause anisotropic effects in the dMRI signal

bioRxiv

S Winther

H Lundell

J Rafael-Patiño

M Andersson

JP Thiran

...

2023/5/2

Cortical alterations after very preterm birth and the association with socio-emotional abilities from childhood to early adolescence

Cerebral Cortex

Vanessa Siffredi

Maria Chiara Liverani

Cristina Borradori-Tolsa

Russia Hà-Vinh Leuchter

Jean-Philippe Thiran

...

2023/7/15

Windowed Radon Transform for Robust Speed-of-Sound Imaging with Pulse-Echo Ultrasound

IEEE Transactions on Medical Imaging

Samuel Beuret

Baptiste Hériard-Dubreuil

Naiara Korta Martiartu

Michael Jaeger

Jean-Philippe Thiran

2023/12/18

Quality Enhancement of Ultrafast Ultrasound Images with Deep Networks and Transfer Learning

Roser Viñals

Samuel Beuret

Jean-Philippe Thiran

2023/9/3

Amae: Adaptation of pre-trained masked autoencoder for dual-distribution anomaly detection in chest x-rays

Behzad Bozorgtabar

Dwarikanath Mahapatra

Jean-Philippe Thiran

2023/10/1

See List of Professors in Jean-Philippe Thiran University(École Polytechnique Fédérale de Lausanne)