Mascagni, Pietro
- Surgical Data Science -- from Concepts toward Clinical Translation
2020/10/30 by Maier-Hein, Lena, Eisenmann, Matthias, Sarikaya, Duygu +47 · 16 citations
#Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures
2023/07/27 by Kun Yuan, Vinkle Srivastav, Yuan, Kun +12 · 17 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Health Professions · #Multimodal Machine Learning Applications #Cancer-related molecular mechanisms research #Interpreting and Communication in Healthcare
- Latent Graph Representations for Critical View of Safety Assessment
2022/12/08 by Aditya Murali, Deepak Alapatt, Murali, Aditya +13 · 10 citations
Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #Surgical Simulation and Training
- MOSaiC: a Web-based Platform for Collaborative Medical Video Assessment and Annotation
2023/12/14 by Jean-Paul Mazellier, Antoine Boujon, Mazellier, Jean-Paul +13 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Machine Learning in Healthcare #AI in cancer detection
- Jumpstarting Surgical Computer Vision
2023/12/10 by Deepak Alapatt, Aditya Murali, Alapatt, Deepak +7 · 4 citations
Medicine · #Colorectal Cancer Screening and Detection #Colorectal Cancer Surgical Treatments #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Surgical Simulation and Training
- Surgical data science for safe cholecystectomy: a protocol for segmentation of hepatocystic anatomy and assessment of the critical view of safety
2021/06/21 by Pietro Mascagni, Deepak Alapatt, Mascagni, Pietro +13 · 3 citations
Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Pancreatic and Hepatic Oncology Research #Surgical Simulation and Training #electronic engineering #information engineering
- CycleSAM: Few-Shot Surgical Scene Segmentation with Cycle- and Scene-Consistent Feature Matching
2024/07/09 by Murali, Aditya, Zarin, Farahdiba, Meyer, Adrien +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Surgeons Awareness, Expectations, and Involvement with Artificial Intelligence: a Survey Pre and Post the GPT Era
2025/06/09 by Arboit, Lorenzo, Schneider, Dennis N., Collins, Toby +7 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- The SAGES Critical View of Safety Challenge: A Global Benchmark for AI-Assisted Surgical Quality Assessment
2025/09/21 by Deepak Alapatt, Alapatt, Deepak, Jennifer A. Eckhoff +45 · 1 citation
Medicine · #68T07 #Artificial Intelligence in Healthcare and Education #Cardiac, Anesthesia and Surgical Outcomes #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #J.3
- Optimizing Latent Graph Representations of Surgical Scenes for Zero-Shot Domain Transfer
2024/03/11 by Siddhant Satyanaik, Aditya Murali, Satyanaik, Siddhant +9 · 1 citation
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging