Nicolas Padoy
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Surgical data science for next-generation interventions
2017 · 505 Zit. · Nature Biomedical Engineering
Surgical data science – from concepts toward clinical translation
2022 · 312 Zit. · univOAK (4 institutions : Université de Strasbourg, Université de Haute Alsace, INSA Strasbourg, Bibliothèque Nationale et Universitaire de Strasbourg)
Federated benchmarking of medical artificial intelligence with MedPerf
2023 · 110 Zit. · Nature Machine Intelligence
Artificial Intelligence and Surgery: Ethical Dilemmas and Open Issues
2022 · 93 Zit. · Journal of the American College of Surgeons
Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets
2020 · 87 Zit. · arXiv (Cornell University)
Surgical data science and artificial intelligence for surgical education
2021 · 72 Zit. · Journal of Surgical Oncology
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions
— · 64 Zit. · univOAK (4 institutions : Université de Strasbourg, Université de Haute Alsace, INSA Strasbourg, Bibliothèque Nationale et Universitaire de Strasbourg)
A Review of Medical Federated Learning: Applications in Oncology and Cancer Research
2022 · 56 Zit. · Lecture notes in computer science
Dissecting self-supervised learning methods for surgical computer vision
2023 · 54 Zit. · Medical Image Analysis
Surgical data science – from concepts toward clinical translation
2021 · 39 Zit. · Medical Image Analysis
SAGES consensus recommendations on surgical video data use, structure, and exploration (for research in artificial intelligence, clinical quality improvement, and surgical education)
2023 · 31 Zit. · Surgical Endoscopy
Single- and Multi-Task Architectures for Surgical Workflow Challenge at M2CAI 2016
2016 · 25 Zit. · arXiv (Cornell University)
Biomedical image analysis competitions: The state of current participation practice
2022 · 17 Zit. · arXiv (Cornell University)
QUAIDE - Quality assessment of AI preclinical studies in diagnostic endoscopy
2024 · 16 Zit. · Gut
Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning
2023 · 14 Zit. · Lecture notes in computer science