Laboratoire d'Intégration des Systèmes et des Technologies

Re-train or Train from Scratch? Comparing Pre-training Strategies of BERT in the Medical Domain

Hicham El Boukkouri, Ferret, Olivier, Thomas Lavergne et al.

2022 · 7 Zit.

A Way Forward for the MDCG 2019-16 Medical Device Security Guidance

Stephen Taylor, Martin Gilje Jaatun, Karin Bernsmed et al.

2024 · 6 Zit.

On Explaining Proxy Discrimination and Unfairness in Individual Decisions Made by AI Systems

Belona Sonna, Alban Grastien

2025 · 1 Zit.

Challenges and Risks of Using Synthetic Data for AI-Driven Healthcare Applications

Eirini Karoulla, Nicholas Matragkas, Saif ul Islam et al.

2025 · 1 Zit.

Data-driven FMEA approach for hazard identification and risk evaluation in digital health

Hafiz Muhammad Waseem, Saif ul Islam, Stuart Harrison et al.

2025 · 1 Zit.

Evaluating the Confidentiality of Synthetic Clinical Texts Generated by Language Models

Foucauld Estignard, Sahar Ghannay, Julien Girard-Satabin et al.

2025 · 0 Zit.

Research Directions on AI and Nuclear

Daniela Cancila, Geoffrey Daniel, Jean‐Baptiste Sirven et al.

2024 · 0 Zit.

SYNNER synthetic data generator framework

Hegler Tissot, Justin M. Moore, Eric Benton et al.

2026 · 0 Zit.

Data-driven medical devices and the EU MDR: mapping gaps in standards for regulatory compliance

Ugur Ilker Atmaca, Saif ul Islam, Gregory Epiphaniou et al.

2026 · 0 Zit.

uTakeCare

Lamine Amour, Matthieu Quiniou, Sara Tucci-Piergiovanni et al.

2021 · 0 Zit.

Review of generative AI for synthetic data generation: a healthcare perspective

Hafiz Muhammad Waseem, Saif ul Islam, Nicholas Matragkas et al.

2025 · 0 Zit.