Daniel Racoceanu - Institute for Infocomm Research, A-star

基本信息

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个人简介

My areas of competency is Medical and Biomedical Image & Data Analytics as well as Pattern Recognition (including Machine Learning, Deep Learning). My research is manly focusing on Computational Pathology and its Integrative aspects.

研究兴趣

论文共 188 篇作者统计合作学者相似作者

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ADNP-15: an Open-Source Histopathological Dataset for Neuritic Plaque Segmentation in Human Brain Whole Slide Images with Frequency Domain Image Enhancement for Stain Normalization

Chenxi Zhao,Jianqiang Li,Qing Zhao, Jing Bai,Susana Boluda,Benoit Delatour,Lev Stimmer,Daniel Racoceanu,Gabriel Jimenez,Guanghui Fu

arxiv（2025）

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Prediction of Biochemical Prostate Cancer Recurrence from Any Gleason Score Using Robust Tissue Structure and Clinically Available Information

Laura E. Marin, Daniel I. Zavaleta-Guzman, Jessyca I. Gutierrez-Garcia,Daniel Racoceanu, Fanny L. Casado

Discover Oncologyno. 1 (2025): 1-16

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Performance Estimation for Supervised Medical Image Segmentation Models on Unlabeled Data Using UniverSeg

Jingchen Zou,Jianqiang Li,Gabriel Jimenez,Qing Zhao,Daniel Racoceanu, Matias Cosarinsky,Enzo Ferrante,Guanghui Fu

arxiv（2025）

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Graph Theory and GNNs to Unravel the Topographical Organization of Brain Lesions in Variants of Alzheimer's Disease Progression

Gabriel Jimenez, Leopold Hebert-Stevens,Benoit Delatour,Lev Stimmer,Daniel Racoceanu

CoRR（2024）

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Multi-scale Feature Fusion for Prediction of IDH1 Mutations in Glioma Histopathological Images

Xiang Liu,Wanming Hu,Songhui Diao, Deboch Eyob Abera,Daniel Racoceanu,Wenjian Qin

Computer Methods and Programs in Biomedicine (2024): 108116-108116

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Automated Deep Learning Segmentation of Neuritic Plaques and Neurofibrillary Tangles in Alzheimer Disease Brain Sections Using a Proprietary Software

Lea Ingrassia,Susana Boluda,Marie-Claude Potier,Stephane Haik,Gabriel Jimenez,Anuradha Kar,Daniel Racoceanu,Benoit Delatour,Lev Stimmer

JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGYno. 9 (2024): 752-762

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Deciphering Oxygen Distribution and Hypoxia Profiles in the Tumor Microenvironment: A Data-Driven Mechanistic Modeling Approach

P. Kumar, M. Lacroix, P. Dupre,J. Arslan, L. Fenou,B. Orsetti,L. Le Cam,D. Racoceanu,O. Radulescu

PHYSICS IN MEDICINE AND BIOLOGYno. 12 (2024)

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The Intriguing Effect of Frequency Disentangled Learning on Medical Image Segmentation

Guanghui Fu,Gabriel Jimenez,Sophie Loizillon,Lydia Chougar,Didier Dormont,Romain Valabregue,Ninon Burgos,Stephane Lehericy,Daniel Racoceanu,Olivier Colliot

MEDICAL IMAGING 2024 IMAGE PROCESSING (2024)

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PhagoStat a Scalable and Interpretable End to End Framework for Efficient Quantification of Cell Phagocytosis in Neurodegenerative Disease Studies

Mehdi Ounissi,Morwena Latouche,Daniel Racoceanu

Scientific Reportsno. 1 (2024)

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Explainable AI and Its Instantiation in Computational Pathology for a Better Understanding of Alzheimer’s Disease

Daniel Racoceanu

Alzheimer s & Dementia（2023）

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