Maria Vakalopoulou

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (82)

Communication dans un congrès 01/12/2023

SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital Pathology

Jingwei Zhang , Ke Ma , Saarthak Kapse , Joel Saltz , Maria Vakalopoulou , Prateek Prasanna , Dimitris Samaras , Maria Vakalopoulou

Communication dans un congrès 08/10/2023

Structured State Space Models for Multiple Instance Learning in Digital Pathology

Leo Fillioux , Joseph Boyd , Maria Vakalopoulou , Paul-Henry P.-H. Cournède , Stergios Christodoulidis , Maria Vakalopoulou , Paul-Henry Cournede , Stergios Christodoulidis

Communication dans un congrès 03/10/2023

On the detection of Out-Of-Distribution samples in Multiple Instance Learning

Loïc Le Bescond , Maria Vakalopoulou , Stergios Christodoulidis , Fabrice André , Hugues Talbot , Maria Vakalopoulou , Stergios Christodoulidis , Hugues Talbot

Communication dans un congrès 01/10/2023

Certification of Deep Learning Models for Medical Image Segmentation

Othmane Laousy , Alexandre Araujo , Guillaume Chassagnon , Nikos Paragios , Marie Pierre Revel , Maria Vakalopoulou , Maria Vakalopoulou

Communication dans un congrès 01/10/2023

Prompt-MIL: Boosting Multi-instance Learning Schemes via Task-Specific Prompt Tuning

Jingwei Zhang , Saarthak Kapse , Ke Ma , Prateek Prasanna , Joel Saltz , Maria Vakalopoulou , Dimitris Samaras , Maria Vakalopoulou

Article dans une revue 24/07/2023

Trastuzumab deruxtecan in metastatic breast cancer with variable HER2 expression: the phase 2 DAISY trial

Fernanda Mosele , Elise Deluche , Amélie Lusque , Loïc Le Bescond , Thomas Filleron , Yoann Pradat , Agnes Ducoulombier , Barbara Pistilli , Thomas Bachelot , Frederic Viret , Christelle Levy , Nicolas Signolle , Alexia Alfaro , Diep T N Tran , Ingrid Judith Garberis , Hugues Talbot , Stergios Christodoulidis , Maria Vakalopoulou , Nathalie Droin , Aurelie Stourm , Hugues Talbot , Stergios Christodoulidis , Maria Vakalopoulou

Chapitre d'ouvrage 23/07/2023

Deep learning: basics and convolutional neural networks (CNN)

Maria Vakalopoulou , Stergios Christodoulidis , Ninon Burgos , Olivier Colliot , Vincent Lepetit , Maria Vakalopoulou , Stergios Christodoulidis

Communication dans un congrès 10/07/2023

MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation

Leo Milecki , Vicky Kalogeiton , Sylvain Bodard , Dany Anglicheau , Jean-Michel Correas , Marc-Olivier Timsit , Maria Vakalopoulou , Maria Vakalopoulou

Communication dans un congrès 01/07/2023

Towards Better Certified Segmentation via Diffusion Models

Othmane Laousy , Alexandre Araujo , Guillaume Chassagnon , Marie-Pierre Revel , Siddharth Garg , Farshad Khorrami , Maria Vakalopoulou , Maria Vakalopoulou

Communication dans un congrès 08/06/2023

Differentiable Gamma Index-Based Loss Functions: Accelerating Monte-Carlo Radiotherapy Dose Simulation

Sonia Martinot , Nikos Komodakis , Maria Vakalopoulou , Norbert Bus , Charlotte Robert , Eric Deutsch , Nikos Paragios , Maria Vakalopoulou