Deepak Alapatt

Dissecting self-supervised learning methods for surgical computer vision

2023 · 54 Zit. · Medical Image Analysis

Biomedical image analysis competitions: The state of current participation practice

2022 · 17 Zit. · arXiv (Cornell University)

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

2023 · 14 Zit. · Lecture notes in computer science

Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation

2021 · 5 Zit. · arXiv (Cornell University)

Dissecting Self-Supervised Learning Methods for Surgical Computer Vision

2022 · 3 Zit. · arXiv (Cornell University)

Applications of artificial intelligence in surgery: clinical, technical, and governance considerations

2024 · 2 Zit. · Cirugía Española

The SAGES Critical View of Safety Challenge: A Global Benchmark for AI-Assisted Surgical Quality Assessment

2025 · 2 Zit. · ArXiv.org

Current validation practice undermines surgical AI development

2025 · 1 Zit. · ArXiv.org

Applications of artificial intelligence in surgery: clinical, technical, and governance considerations

2024 · 0 Zit. · Cirugía Española (English Edition)

Artificial Intelligence in Surgery: Neural Networks and Deep Learning

2020 · 0 Zit. · arXiv (Cornell University)