2 papers
cs.CV2025
SurgiSAM2: Fine-tuning a foundational model for surgical video anatomy segmentation and detection
Devanish N. Kamtam, Joseph B. Shrager, Satya Deepya Malla +5
Background: We evaluate SAM 2 for surgical scene understanding by examining its semantic segmentation capabilities for organs/tissues both in zero-shot scenarios and after fine-tun…
eess.IV2025
Deep learning approaches to surgical video segmentation and object detection: A Scoping Review
Devanish N. Kamtam, Joseph B. Shrager, Satya Deepya Malla +4
Introduction: Computer vision (CV) has had a transformative impact in biomedical fields such as radiology, dermatology, and pathology. Its real-world adoption in surgical applicati…