Carole Lartizien

8 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

MIDL (6) ICML (1) MICCAI (1)

Top co-authors

Robin Trombetta (2) Caroline Petitjean (1) Pedro Foletto-Pimenta (1) Carole Frindel (1) Maria Vakalopoulou (1) Hervé Delingette (1) Ninon Burgos (1) Stefan Duffner (1) Pierrick Coupe (1) Nima Hatami (1)

Keywords

attention mechanism (2) semantic segmentation (1) adversarial learning (1) domain adaptation (1) cluster analysis (1) optimal transport (1) target domain (1) one-class svm (1) focal loss (1) unsupervised anomaly detection (1) siamese network (1) brain tumor segmentation (1) lesion detection (1) brain mri (1) patch-based representation (1) margin separation (1) white matter hyperintensities (1) federated personalization (1) white matter lesion (1) prostate cancer (1)

Papers

Lesion-centered vision transformer for stroke outcome prediction from image and clinical data MICCAI 2025

Preface for International Conference on Medical Imaging with Deep Learning 2024 MIDL 2024

Weakly supervised deep learning model with size constraint for prostate cancer detection in multiparametric MRI and generalization to unseen domains MIDL 2024

Whole brain radiomics for clustered federated personalization in brain tumor segmentation MIDL 2023

One-Class SVM on siamese neural network latent space for Unsupervised Anomaly Detection on brain MRI White Matter Hyperintensities MIDL 2023

Prostate Cancer Semantic Segmentation by Gleason Score Group in bi-parametric MRI with Self Attention Model on the Peripheral Zone MIDL 2020

Priority U-Net: Detection of Punctuate White Matter Lesions in Preterm Neonate in 3D Cranial Ultrasonography MIDL 2020

Margin-aware Adversarial Domain Adaptation with Optimal Transport ICML 2020