Enhancing histopathological image classification of invasive ductal carcinoma using hybrid harmonization techniques

Autor: Nassib Abdallah, Jean-Marie Marion, Clovis Tauber, Thomas Carlier, Mathieu Hatt, Pierre Chauvet

Publikováno v: Scientific Reports, Vol 13, Iss 1, Pp 1-16 (2023)

Abstract This study aims to develop a robust pipeline for classifying invasive ductal carcinomas and benign tumors in histopathological images, addressing variability within and between centers. We specifically tackle the challenge of detecting atypi

Externí odkaz: https://doaj.org/article/ee39cc6047534d18b6154a9b5b0c460c

Lung and colon cancer classification using medical imaging: a feature engineering approach

Autor: Aya Hage Chehade, Nassib Abdallah, Jean-Marie Marion, Mohamad Oueidat, Pierre Chauvet

Publikováno v: Physical and Engineering Sciences in Medicine. 45:729-746

Lung and colon cancers are the most common causes of death. Their simultaneous occurrence is uncommon, however, in the absence of early diagnosis, the metastasis of cancer cells is very high between these two organs. Currently, histopathological diag

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::95dacb83f7385d93578768ff167e48ce
https://doi.org/10.1007/s13246-022-01139-x

Structural and Socio-Spatial Determinants Influencing Care and Survival of Patients with a Pancreatic Adenocarcinoma: Results of the PANDAURA Cohort

Autor: Gaël S. Roth, Yohan Fayet, Sakina Benmameche-Medjahed, Françoise Ducimetière, Amandine Charreton, Claire Cropet, Sylvie Chabaud, Anne-Marie Marion-Audibert, Olivier Berthelet, Thomas Walter, Mustapha Adham, Mathieu Baconnier, David Tavan, Nicolas Williet, Pascal Artru, Floriane Huet-Penz, Isabelle Ray-Coquard, Fadila Farsi, Hélène Labrosse, Christelle de la Fouchardière

Publikováno v: Cancers; Volume 14; Issue 21; Pages: 5413

Background and aims: Pancreatic cancer is highly lethal and often diagnosed at an advanced stage. This cohort study analyzes the impact of care pathways, delays, and socio-spatial determinants on pancreatic cancer patients’ diagnosis, treatment, an

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5ff4fbb437b3e04c523074a6f7e8ecb4
https://pubmed.ncbi.nlm.nih.gov/36358831

An EMD-based approach for atrial fibrillation classification using wavelets and convolutional neural network

Autor: Hassan Serhal, Nassib Abdallah, Jean-Marie Marion, Pierre Chauvet, Mohamad Oueidat, Anne Humeau-Heurtier

Publikováno v: Biomedical Signal Processing and Control. 82:104507

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::76f986d8ada1071d5c0f2794ea067283
https://doi.org/10.1016/j.bspc.2022.104507

Predicting clinical outcomes of ovarian cancer patients: deep survival models and transfer learning

Autor: Alain Morel, Jean-Marie Marion, Nisrine Jrad, Elena Spirina Menand, Pierre Chauvet

Publikováno v: 31st European Safety and Reliability Conference (ESREL 2021)
31st European Safety and Reliability Conference (ESREL 2021), Sep 2021, Angers, France. ⟨10.3850/978-981-18-2016-8⟩

International audience; With the advent of high-throughput sequencing technologies, the genomic platforms generate a vast amount of high dimensional genomic profiles. One of the fundamental challenges of genomic medicine is the accurate prediction of

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a3cb9477d252a040a298183624f5e4b9
https://univ-angers.hal.science/hal-03526073/document