Maria Vakalopoulou

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (52)

Communication dans un congrès 26/02/2025

Stacked Encoder-Decoders for Accurate Semantic Segmentation of Very High Resolution Satellite Datasets

Maria Papadomanolaki , Maria Vakalopoulou , Nikos Paragios , Konstantinos Karantzalos

Communication dans un congrès 26/02/2025

Deep patch-based priors under a fully convolutional encoder-decoder architecture for interstitial lung disease segmentation

Maria Vakalopoulou , Guillaume Chassagnon , Nikos Paragios , Marie-Pierre Revel , Evangelia I. Zacharaki

Article dans une revue 26/02/2025

Demystification of AI-driven medical image interpretation: past, present and future

Peter Savadjiev , Jaron Chong , Anthony Dohan , Maria Vakalopoulou , Caroline Reinhold , Nikos Paragios , Benoit Gallix

Communication dans un congrès 13/02/2025

Simultaneous Registration and Change Detection in Multitemporal, Very High Resolution Remote Sensing Data

Maria Vakalopoulou , Konstantinos Karatzalos , Nikos Komodakis , Nikos Paragios

Communication dans un congrès 12/02/2025

Building detection in very high resolution multispectral data with deep learning features

Maria Vakalopoulou , Konstantinos Karantzalos , Nikos Komodakis , Nikos Paragios

Communication dans un congrès 21/11/2024

Towards Better Certified Segmentation via Diffusion Models

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

Article dans une revue 21/11/2024

Artificial intelligence applications for thoracic imaging

Guillaume Chassagnon , Maria Vakalopoulou , Nikos Paragios , Marie-Pierre Revel

Communication dans un congrès 22/10/2024

Diffusion models for nuclei segmentation in low data regimes

Konstantinos Alexis , Stergios Christodoulidis , Dimitrios Gunopulos , Maria Vakalopoulou

Communication dans un congrès 21/10/2024

Spatio-Temporal Analysis of Patient-Derived Organoid Videos Using Deep Learning for the Prediction of Drug Efficacy

Leo Fillioux , Emilie Gontran , Jérôme Cartry , Jacques RR Mathieu , Sabrina Bedja , Alice Boilève , Paul-Henry Cournede , Fanny Jaulin , Stergios Christodoulidis , Maria Vakalopoulou

Communication dans un congrès 02/08/2024

Me-NDT: Neural-backed Decision Tree for visual Explainability of deep Medical models

Guanghui Fu , Ruiqian Wang , Jianqiang Li , Maria Vakalopoulou , Vicky Kalogeiton