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Fabrice Mériaudeau

Universite Bourgogne Europe

49H-index
423Paper Count
9.2KCitation Count
Published Papers 68
Publication Date
Tackling data scarcity: Synthetic tumour and mask generation to improve image segmentation
err2025-12-31
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PREAI
errFélix Quinton; Benoit Presles; Romain Popoff; François Godard; Olivier Chevallier; Julie Pellegrinelli; Jean-Marc Vrigneaud; Jean-Louis Alberini; Fabrice Meriaudeau
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Selecting the Right AI Algorithm for the Job: A Guide for Navigating the AI Jungle in Ophthalmology
err2025-07-02
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errOAAI
errLouis Arnould; Atif Anwer; Andrzej Grzybowski; Fabrice Meriaudeau
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Post-hoc out-of-distribution detection for cardiac MRI segmentation
err2025-01-01
err0
errOAAI
errArega, Tewodros Weldebirhan; Bricq, Stephanie; Meriaudeau, Fabrice
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RFMiD: Retinal Image Analysis for multi-Disease Detection challenge
err2025-01-01
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PREAI
errPachade, Samiksha; Porwal, Prasanna; Kokare, Manesh; Deshmukh, Girish; Sahasrabuddhe, Vivek; Luo, Zhengbo; Han, Feng; Sun, Zitang; Li, Qihan; Kamata, Sei-ichiro; Ho, Edward; Wang, Edward; Sivajohan, Asaanth; Youn, Saerom; Lane, Kevin; Chun, Jin; Wang, Xinliang; Gu, Yunchao; Lu, Sixu; Oh, Young-tack; Park, Hyunjin; Lee, Chia-Yen; Yeh, Hung; Cheng, Kai-Wen; Wang, Haoyu; Ye, Jin; He, Junjun; Gu, Lixu; Mueller, Dominik; Soto-Rey, Inaki; Kramer, Frank; Arai, Hidehisa; Ochi, Yuma; Okada, Takami; Giancardo, Luca; Quellec, Gwenole; Meriaudeau, Fabrice
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Artificial intelligence-based prediction of neurocardiovascular risk score from retinal swept-source optical coherence tomography-angiography
err2024-11-07
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errOAAI
errGermanese, C.; Anwer, A.; Eid, P.; Steinberg, L. -a.; Guenancia, C.; Gabrielle, P. -h.; Creuzot-Garcher, C.; Meriaudeau, F.; Arnould, L.
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Navigating the nuances: comparative analysis and hyperparameter optimisation of neural architectures on contrast-enhanced MRI for liver and liver tumour segmentation
err2024-02-12
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errOAAI
errQuinton, Felix; Presles, Benoit; Leclerc, Sarah; Nodari, Guillaume; Lopez, Olivier; Chevallier, Olivier; Pellegrinelli, Julie; Vrigneaud, Jean-Marc; Popoff, Romain; Meriaudeau, Fabrice; Alberini, Jean-Louis
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Placental vessel segmentation and registration in fetoscopy: Literature review and MICCAI FetReg2021 challenge findings
err2024-02-01
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errOAAI
errBano, Sophia; Casella, Alessandro; Vasconcelos, Francisco; Qayyum, Abdul; Benzinou, Abdesslam; Mazher, Moona; Meriaudeau, Fabrice; Lena, Chiara; Cintorrino, Ilaria Anita; De Paolis, Gaia Romana; Biagioli, Jessica; Grechishnikova, Daria; Jiao, Jing; Bai, Bizhe; Qiao, Yanyan; Bhattarai, Binod; Gaire, Rebati Raman; Subedi, Ronast; Vazquez, Eduard; Plotka, Szymon; Lisowska, Aneta; Sitek, Arkadiusz; Attilakos, George; Wimalasundera, Ruwan; David, Anna L.; Paladini, Dario; Deprest, Jan; De Momi, Elena; Mattos, Leonardo S.; Moccia, Sara; Stoyanov, Danail
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Joint network for specular highlight detection and adversarial generation of specular-free images trained with polarimetric data
err2023-11-01
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errOAAI
errAnwer, Atif; Ainouz, Samia; Saad, Naufal M.; Ali, Syed Saad Azhar; Meriaudeau, Fabrice
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Automatic uncertainty-based quality controlled T1 mapping and ECV analysis from native and post-contrast cardiac T1 mapping images using Bayesian vision transformer
err2023-05-01
err9
errOAAI
errArega, Tewodros Weldebirhan; Bricq, Stephanie; Legrand, Francois; Jacquier, Alexis; Lalande, Alain; Meriaudeau, Fabrice
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HiDAnet: RGB-D Salient Object Detection via Hierarchical Depth Awareness
err2023-01-01
err42
errOAAI
errWu, Zongwei; Allibert, Guillaume; Meriaudeau, Fabrice; Ma, Chao; Demonceaux, Cedric
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SpecSeg Network for Specular Highlight Detection and Segmentation in Real-World Images
errSENSORS
IF3.5
err2022-08-30
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errOAAI
errAnwer, Atif; Ainouz, Samia; Saad, Mohamad Naufal Mohamad; Ali, Syed Saad Azhar; Meriaudeau, Fabrice
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The PolarLITIS Dataset: Road Scenes Under Fog
err2022-08-01
err9
PREAI
errBlin, Rachel; Ainouz, Samia; Canu, Stephane; Meriaudeau, Fabrice
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Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge
err2022-07-01
err15
errOAAI
errLalande, Alain; Chen, Zhihao; Pommier, Thibaut; Decourselle, Thomas; Qayyum, Abdul; Salomon, Michel; Ginhac, Dominique; Skandarani, Youssef; Boucher, Arnaud; Brahim, Khawla; de Bruijne, Marleen; Camarasa, Robin; Correia, Teresa M.; Feng, Xue; Girum, Kibrom B.; Hennemuth, Anja; Huellebrand, Markus; Hussain, Raabid; Ivantsits, Matthias; Ma, Jun; Meyer, Craig; Sharma, Rishabh; Shi, Jixi; Tsekos, Nikolaos V.; Varela, Marta; Wang, Xiyue; Yang, Sen; Zhang, Hannu; Zhang, Yichi; Zhou, Yuncheng; Zhuang, Xiahai; Couturier, Raphael; Meriaudeau, Fabrice
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An Improved 3D Deep Learning-Based Segmentation of Left Ventricular Myocardial Diseases from Delayed-Enhancement MRI with Inclusion and Classification Prior Information U-Net (ICPIU-Net)
errSENSORS
IF3.5
err2022-03-08
err7
errOAAI
errBrahim, Khawla; Arega, Tewodros Weldebirhan; Boucher, Arnaud; Bricq, Stephanie; Sakly, Anis; Meriaudeau, Fabrice
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Deep learning aided OFDM receiver for underwater acoustic communications
err2022-02-01
err35
PREAI
errZhang, Yonglin; Li, Chao; Wang, Haibin; Wang, Jun; Yang, Fan; Meriaudeau, Fabrice
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