Institut de Chirurgie Guidée par l'Image

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.

Federated benchmarking of medical artificial intelligence with MedPerf

Alexandros Karargyris, Renato Umeton, Micah Sheller et al.

2023 · 110 Zit.

A Delphi consensus statement for digital surgery

Kyle Lam, Michael D. Abràmoff, José M. Balibrea et al.

2022 · 76 Zit.

Surgical data science and artificial intelligence for surgical education

Thomas M. Ward, Pietro Mascagni, Amin Madani et al.

2021 · 72 Zit.

A Review of Medical Federated Learning: Applications in Oncology and Cancer Research

Alexander Chowdhury, Hasan Kassem, Nicolas Padoy et al.

2022 · 56 Zit.

Dissecting self-supervised learning methods for surgical computer vision

Sanat Ramesh, Vinkle Srivastav, Deepak Alapatt et al.

2023 · 54 Zit.

The Potential of AI in Health Higher Education to Increase the Students’ Learning Outcomes

Maria José Sousa, Francesca Dal Mas, António Pesqueira et al.

2021 · 52 Zit.

SAGES consensus recommendations on surgical video data use, structure, and exploration (for research in artificial intelligence, clinical quality improvement, and surgical education)

Jennifer A. Eckhoff, Guy Rosman, Maria S. Altieri et al.

2023 · 31 Zit.

QUAIDE - Quality assessment of AI preclinical studies in diagnostic endoscopy

Giulio Antonelli, Diogo Libânio, Albert J. de Groof et al.

2024 · 16 Zit.

Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning

Aditya Murali, Deepak Alapatt, Pietro Mascagni et al.

2023 · 14 Zit.

Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets

Chinedu Innocent Nwoye, Nicolas Padoy

2022 · 12 Zit.

Artificial Intelligence and ChatGPT in Abdominopelvic Surgery: A Systematic Review of Applications and Impact

Marta Goglia, Marco Pace, Marco Yusef et al.

2024 · 11 Zit.

Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions

Saurav Sharma, Chinedu Innocent Nwoye, Didier Mutter et al.

2023 · 9 Zit.

Enhancing Surgical Education Through Artificial Intelligence in the Era of Digital Surgery

Paolo Aurello, Marco Pace, Marta Goglia et al.

2025 · 8 Zit.