Maria Vakalopoulou

AI-driven quantification, staging and outcome prediction of COVID-19 pneumonia

2020 · 158 Zit. · Medical Image Analysis

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

2018 · 153 Zit. · European Radiology

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

2023 · 45 Zit. · Lecture notes in computer science

AI-Driven CT-based quantification, staging and short-term outcome prediction of COVID-19 pneumonia

2020 · 17 Zit. · arXiv (Cornell University)

SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology

2024 · 12 Zit.

Multimodal CustOmics: A Unified and Interpretable Multi-Task Deep Learning Framework for Multimodal Integrative Data Analysis in Oncology

2024 · 1 Zit. · bioRxiv (Cold Spring Harbor Laboratory)

P10.15.B ENHANCING GLIOBLASTOMA TREATMENT STRATEGIES: A MACHINE LEARNING DECISION TREE MODEL FOR PREDICTING PROGRESSION FREE SURVIVAL USING INTEGRATED SURGICAL, VOLUMETRIC, AND MOLECULAR DATA

2024 · 1 Zit. · Neuro-Oncology

Fairness and Robustness of CLIP-Based Models for Chest X-Rays

2025 · 0 Zit. · Lecture notes in computer science