Fabrice Meriaudeau

Fabrice Meriaudeau

Université de Bourgogne

H-index: 53

Europe-France

About Fabrice Meriaudeau

Fabrice Meriaudeau, With an exceptional h-index of 53 and a recent h-index of 39 (since 2020), a distinguished researcher at Université de Bourgogne, specializes in the field of medical imaging, computer vision, non conventional imaging system.

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

Post-hoc XAI in Medical Image Segmentation: The Journey Thus Far

Navigating the nuances: comparative analysis and hyperparameter optimisation of neural architectures on contrast-enhanced MRI for liver and liver tumour segmentation

Robust Underwater Acoustic Channel Estimation Method Based on Bias-Free Convolutional Neural Network

The Do’s and Don’ts of Grad-CAM in Image Segmentation as demonstrated on the Synapse multi-organ CT Dataset

Automatic Segmentation of histological images from mouse brain

CT-MRI liver registration for selective internal radiation therapy

Joint network for specular highlight detection and adversarial generation of specular-free images trained with polarimetric data

A study of attention information from transformer layers in hybrid medical image segmentation networks

Fabrice Meriaudeau Information

University

Position

Full professor ImViA EA 7535 & ERL 6000 CNRS VIBOT

Citations(all)

10695

Citations(since 2020)

6346

Cited By

6356

hIndex(all)

53

hIndex(since 2020)

39

i10Index(all)

205

i10Index(since 2020)

122

Email

University Profile Page

Université de Bourgogne

Google Scholar

View Google Scholar Profile

Fabrice Meriaudeau Skills & Research Interests

medical imaging

computer vision

non conventional imaging system

Top articles of Fabrice Meriaudeau

Title

Journal

Author(s)

Publication Date

Post-hoc XAI in Medical Image Segmentation: The Journey Thus Far

Syed Nouman Hasany

Fabrice Mériaudeau

Caroline Petitjean

2024/2/13

Navigating the nuances: comparative analysis and hyperparameter optimisation of neural architectures on contrast-enhanced MRI for liver and liver tumour segmentation

Scientific Reports

Felix Quinton

Benoit Presles

Sarah Leclerc

Guillaume Nodari

Olivier Lopez

...

2024/2/12

Robust Underwater Acoustic Channel Estimation Method Based on Bias-Free Convolutional Neural Network

Journal of Marine Science and Engineering

Diya Wang

Yonglin Zhang

Lixin Wu

Yupeng Tai

Haibin Wang

...

2024/1/9

The Do’s and Don’ts of Grad-CAM in Image Segmentation as demonstrated on the Synapse multi-organ CT Dataset

Syed Nouman Hasany

Fabrice Mériaudeau

Caroline Petitjean

2024

Automatic Segmentation of histological images from mouse brain

Juan Cisneros

Alain Lalande

Binnaz Yalcin

Fabrice Meriaudeau

Stephan Collins

2024/4/3

CT-MRI liver registration for selective internal radiation therapy

Adam Fragkiadakis

Felix Quinton

Romain Popoff

Guillaume Nodari

Olivier Lopez

...

2024/4/2

Joint network for specular highlight detection and adversarial generation of specular-free images trained with polarimetric data

Neurocomputing

Atif Anwer

Samia Ainouz

Naufal M Saad

Syed Saad Azhar Ali

Fabrice Meriaudeau

2023/11/28

A study of attention information from transformer layers in hybrid medical image segmentation networks

Syed Nouman Hasany

Caroline Petitjean

Fabrice Meriaudeau

2023/4/3

Automatic uncertainty-based quality controlled T1 mapping and ECV analysis from native and post-contrast cardiac T1 mapping images using Bayesian vision transformer

Medical image analysis

Tewodros Weldebirhan Arega

Stéphanie Bricq

François Legrand

Alexis Jacquier

Alain Lalande

...

2023/5/1

A Retinal Oct-Angiography and Cardiovascular STAtus (RASTA) Dataset of Swept-Source Microvascular Imaging for Cardiovascular Risk Assessment

Data

Clément Germanèse

Fabrice Meriaudeau

Pétra Eid

Ramin Tadayoni

Dominique Ginhac

...

2023/9/28

Hidanet: Rgb-d salient object detection via hierarchical depth awareness

IEEE Transactions on Image Processing

Zongwei Wu

Guillaume Allibert

Fabrice Meriaudeau

Chao Ma

Cédric Demonceaux

2023/4/3

Uncertainty-based Quality Controlled T1 Mapping and ECV Analysis using Bayesian Vision Transformer

Tewodros Weldebirhan Arega

Stéphanie Bricq

François Legrand

Alexis Jacquier

Alain Lalande

...

2023/4/28

Cluster-aware channel estimation with deep learning method in deep-water acoustic communications

The Journal of the Acoustical Society of America

Diya Wang

Yonglin Zhang

Yupeng Tai

Lixin Wu

Haibin Wang

...

2023/9/1

Using Artificial Intelligence to Analyse the Retinal Vascular Network: The Future of Cardiovascular Risk Assessment Based on Oculomics? A Narrative Review

Louis Arnould

Fabrice Meriaudeau

Charles Guenancia

Clement Germanese

Cécile Delcourt

...

2023/4

A tumour and liver automatic segmentation (atlas) dataset on contrast-enhanced magnetic resonance imaging for hepatocellular carcinoma

Data

Félix Quinton

Romain Popoff

Benoît Presles

Sarah Leclerc

Fabrice Meriaudeau

...

2023/4/27

Can SegFormer be a True Competitor to U-Net for Medical Image Segmentation?

Théo Sourget

Syed Nouman Hasany

Fabrice Mériaudeau

Caroline Petitjean

2023/7/19

Seg-xres-cam: Explaining spatially local regions in image segmentation

Syed Nouman Hasany

Caroline Petitjean

Fabrice Mériaudeau

2023

Multi-label ocular abnormalities detection with semantic dictionary learning

Anneke Annassia Putri Siswadi

Stéphanie Bricq

Fabrice Meriaudeau

2023/4/7

Biosensing through surface enhanced Raman spectroscopy: a review on the role of plasmonic nanoparticle-polymer composites

Fahad Usman

Kamarul Hawari Ghazali

Yap Wing Fen

Fabrice Meriaudeau

Rajan Jose

2023/6/22

Automatic Segmentation of Histological Images of Mouse Brains

Algorithms

Juan Cisneros

Alain Lalande

Binnaz Yalcin

Fabrice Meriaudeau

Stephan Collins

2023/12/1

See List of Professors in Fabrice Meriaudeau University(Université de Bourgogne)

Co-Authors

H-index: 47
Xavier Llado

Xavier Llado

Universidad de Gerona

H-index: 45
Arnau Oliver

Arnau Oliver

Universidad de Gerona

H-index: 36
Jordi Freixenet

Jordi Freixenet

Universidad de Gerona

H-index: 34
Robert Martí Marly (ORCID 0000-0002-8080-2710)

Robert Martí Marly (ORCID 0000-0002-8080-2710)

Universidad de Gerona

H-index: 30
NAUFAL M. SAAD

NAUFAL M. SAAD

Universiti Teknologi Petronas

H-index: 24
Désiré Sidibé

Désiré Sidibé

Université d'Évry-Val d'Essonne

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