Collin Stultz

3 papers · 2016–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

MLHC (2) ICML (1)

Top co-authors

John Guttag (2) Kun-Ta Chuang (1) Bryan Jangeesingh (1) Payal Chandak (1) Fu-Wen Liang (1) Nassim Oufattole (1) Ridwan Alam (1) Matthew B.A. McDermott (1) Marzyeh Ghassemi (1) Aparna Balagopalan (1)

Keywords

representation learning (1) contrastive learning (1) transfer learning (1) self-supervised learning (1) multimodal learning (1) feature scaling (1) prediction model (1) disease prediction (1) clinical time series (1)

Papers

Event-Based Contrastive Learning for Medical Time Series MLHC 2024

Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series ICML 2023

Transferring Knowledge from Text to Predict Disease Onset MLHC 2016