Pietro Mascagni
- Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures
2023/07/27 by Kun Yuan, Yuan, Kun, Vinkle Srivastav +12 · 15 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, Murali, Aditya, Deepak Alapatt +13 · 9 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
- 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, Mascagni, Pietro, Deepak Alapatt +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
- MOSaiC: a Web-based Platform for Collaborative Medical Video Assessment and Annotation
2023/12/14 by Jean-Paul Mazellier, Mazellier, Jean-Paul, Antoine Boujon +13 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Machine Learning in Healthcare #AI in cancer detection
- Optimizing Latent Graph Representations of Surgical Scenes for Zero-Shot Domain Transfer
2024/03/11 by Siddhant Satyanaik, Satyanaik, Siddhant, Aditya Murali +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