Centre Inria de Saclay

Metrics reloaded: recommendations for image analysis validation

Lena Maier‐Hein, Annika Reinke, Patrick Godau et al.

2024 · 338 Zit.

Understanding metric-related pitfalls in image analysis validation

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

2024 · 154 Zit.

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

Peter Savadjiev, Jaron Chong, Anthony Dohan et al.

2018 · 150 Zit.

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

Evangelia Christodoulou, Annika Reinke, Rola Houhou et al.

2024 · 9 Zit.

Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance

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

2025 · 8 Zit.

Advancing science- and evidence-based AI policy

Rishi Bommasani, Sanjeev Arora, Jennifer Chayes et al.

2025 · 4 Zit.

Nob-MIAs: Non-biased Membership Inference Attacks Assessment on Large Language Models with Ex-Post Dataset Construction

Cédric Eichler, Nathan Champeil, Nicolas Anciaux et al.

2024 · 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.

Fight the Pandemic: Highlights From the 2020 IEEE 5-Minute Video Clip Contest [SP Competitions]

Tirza Routtenberg, Alberto Carini, Émilie Chouzenoux et al.

2021 · 0 Zit.

Beyond Quantification: Navigating Uncertainty in Professional AI Systems

Sylvie Delacroix, Diana Robinson, Umang Bhatt et al.

2025 · 0 Zit.

Reconfidencing LLMs from the Grouping Loss Perspective

Lihu Chen, Alexandre Perez-Lebel, Fabian M. Suchanek et al.

2024 · 0 Zit.

BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods

Krzysztof J. Gorgolewski, Fidel Alfaro‐Almagro, Tibor Auer et al.

2017 · 0 Zit.

Performance uncertainty in medical image analysis: a large-scale investigation of confidence intervals

Pascaline André, Charles Heitz, Evangelia Christodoulou et al.

2026 · 0 Zit.