École Polytechnique

Machine learning fairness notions: Bridging the gap with real-world applications

Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi

2021 · 53 Zit.

Understanding metric-related pitfalls in image analysis validation

Annika Reinke, Minu D. Tizabi, Michael Baumgartner et al.

2023 · 20 Zit.

Performance evaluation of predictive AI models to support medical\n decisions: Overview and guidance

Ben Van Calster, Gary S. Collins, Andrew J. Vickers et al.

2024 · 12 Zit.

Confidence Intervals Uncovered: Are We Ready for Real-World Medical Imaging AI?

Evangelia Christodoulou, Annika Reinke, Rola Houhou et al.

2024 · 9 Zit.

Lessons from shortcomings in machine learning for medical imaging

Gaël Varoquaux, Veronika Cheplygina

2023 · 2 Zit.

VP17.02: Description and clinical validation of a real‐time AI diagnostic companion for fetal ultrasound examination

J. Stirnemann, R. Besson, Emmanuel Spaggiari et al.

2021 · 2 Zit.

Survey of the Impact of Decision Support in Preoperative Management of Anemia (i-Anemia): Survey Study

Gaëtan Mignanelli, Richard Boyer, Nicolas Bonifas et al.

2023 · 2 Zit.

Description and clinical validation of a real-time AI diagnostic companion for fetal ultrasound examination

J. Stirnemann, R. Besson, Emmanuel Spaggiari et al.

2021 · 1 Zit.

Narrative review on the clinical evaluation of AI-based digital medical devices from a methodological perspective

Sandrine Boulet, V. Thevenet, J. Abécassis et al.

2025 · 0 Zit.

Make me an Expert: Distilling from Generalist Black-Box Models into Specialized Models for Semantic Segmentation

Yasser Benigmim, Subhankar Roy, Khalid Oublal et al.

2025 · 0 Zit.

Operations Research and Artificial Intelligence in Healthcare Management

Paolo Landa, André Côté, Jean‐Baptiste Gartner et al.

2025 · 0 Zit.

Review of: "Fair Diagnosis: Leveraging Causal Modeling to Mitigate Medical Bias"

Sami Zhioua

2025 · 0 Zit.

A patient-specific artificial intelligence framework for real-time glioma delineation in intraoperativeultrasound

Caterina Galatà, Mohammad Farid Azampour, Nassir Navab et al.

2026 · 0 Zit.

Variability and Advancements in ChatGPT Risk of Bias Assessments: A Replication and Comparative Analysis

Jules Descamps, Matthieu Resche‐Rigon, Guillaume Draznieks et al.

2025 · 0 Zit.

A Case for Specialisation in Non-Human Entities

El Mahdi El Mhamdi, Lê-Nguyên Hoang, Mariame Tighanimine

2025 · 0 Zit.