3 papers
cs.AI2025
End to End AI System for Surgical Gesture Sequence Recognition and Clinical Outcome Prediction
Xi Li, Nicholas Matsumoto, Ujjwal Pasupulety +11
Fine-grained analysis of intraoperative behavior and its impact on patient outcomes remain a longstanding challenge. We present Frame-to-Outcome (F2O), an end-to-end system that tr…
cs.NE2025
StarBASE-GP: Biologically-Guided Automated Machine Learning for Genotype-to-Phenotype Association Analysis
Jose Guadalupe Hernandez, Attri Ghosh, Philip J. Freda +3
We present the Star-Based Automated Single-locus and Epistasis analysis tool - Genetic Programming (StarBASE-GP), an automated framework for discovering meaningful genetic variants…
cs.CV2025
AI-driven Automation of End-to-end Assessment of Suturing Expertise
Atharva Deo, Nicholas Matsumoto, Sun Kim +8
We present an AI based approach to automate the End-to-end Assessment of Suturing Expertise (EASE), a suturing skills assessment tool that comprehensively defines criteria around r…