Pierre-Marc Jodoin

About Pierre-Marc Jodoin

Pierre-Marc Jodoin, With an exceptional h-index of 41 and a recent h-index of 32 (since 2020), a distinguished researcher at Université de Sherbrooke, specializes in the field of Machine learning, video analytics, medical image analysis.

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

What matters in reinforcement learning for tractography

TractOracle: towards an anatomically-informed reward function for RL-based tractography

Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification

IFT 603/IFT 712–Techniques d’apprentissage

Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use?

Mixup-Privacy: A simple yet effective approach for privacy-preserving segmentation

From Machine Learning to Deep Learning

Generative sampling in bundle tractography using autoencoders (GESTA)

Pierre-Marc Jodoin Information

University

Position

___

Citations(all)

14047

Citations(since 2020)

9359

Cited By

8334

hIndex(all)

41

hIndex(since 2020)

32

i10Index(all)

82

i10Index(since 2020)

61

Email

University Profile Page

Google Scholar

Pierre-Marc Jodoin Skills & Research Interests

Machine learning

video analytics

medical image analysis

Top articles of Pierre-Marc Jodoin

What matters in reinforcement learning for tractography

Medical Image Analysis

2024/4/1

TractOracle: towards an anatomically-informed reward function for RL-based tractography

arXiv preprint arXiv:2403.17845

2024/3/26

Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification

arXiv preprint arXiv:2401.07796

2024/1/15

Pierre-Marc Jodoin
Pierre-Marc Jodoin

H-Index: 30

IFT 603/IFT 712–Techniques d’apprentissage

2024

Pierre-Marc Jodoin
Pierre-Marc Jodoin

H-Index: 30

Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use?

2023/6/16

Pierre-Marc Jodoin
Pierre-Marc Jodoin

H-Index: 30

Mixup-Privacy: A simple yet effective approach for privacy-preserving segmentation

2023/6/8

Pierre-Marc Jodoin
Pierre-Marc Jodoin

H-Index: 30

Christian Desrosiers
Christian Desrosiers

H-Index: 25

From Machine Learning to Deep Learning

2023/5/5

Pierre-Marc Jodoin
Pierre-Marc Jodoin

H-Index: 30

Christian Desrosiers
Christian Desrosiers

H-Index: 25

Generative sampling in bundle tractography using autoencoders (GESTA)

Medical Image Analysis

2023/4/1

Gans for medical image synthesis: An empirical study

Journal of Imaging

2023/3/16

Youssef Skandarani
Youssef Skandarani

H-Index: 2

Pierre-Marc Jodoin
Pierre-Marc Jodoin

H-Index: 30

Temporal Brain Networks Database

2023/3/2

Determination of white-matter neurodegenerative disease biomarkers

2023/1/26

Neural teleportation

Mathematics

2023/1/16

Asymmetric contour uncertainty estimation for medical image segmentation

2023/10/1

Alberto Gomez
Alberto Gomez

H-Index: 17

Pierre-Marc Jodoin
Pierre-Marc Jodoin

H-Index: 30

FIESTA: Autoencoders for accurate fiber segmentation in tractography

NeuroImage

2023/10/1

Merging multiple input descriptors and supervisors in a deep neural network for tractogram filtering

arXiv preprint arXiv:2307.05786

2023/7/11

Processing of tractography results using an autoencoder

2022/12/8

TractoInferno - A large-scale, open-source, multi-site database for machine learning dMRI tractography

Scientific Data

2022/11/25

Clustering in tractography using autoencoders (CINTA)

2022/9/22

DORIS: A diffusion MRI-based 10 tissue class deep learning segmentation algorithm tailored to improve anatomically-constrained tractography

Frontiers in Neuroimaging

2022/9/22

Generative sampling in tractography using autoencoders (GESTA)

2022/9/21

See List of Professors in Pierre-Marc Jodoin University(Université de Sherbrooke)

Co-Authors

academic-engine