🔶 Time-Series Language Models for Reasoning over Multivariate Data at Scale (ICML)

⬆️ 12 pts | 💬 7 comments | by rjakob

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OpenTSLM: Time Series Language Models for Reasoning over Multivariate Medical Text- and Time Series Data

Patrick Langer1, 2, 3, Thomas Kaar1, 3, Max Rosenblattl1, 3, Maxwell A. Xu4, 5, Winnie Chow6, Martin Maritsch7, Robert Jakob3, Ning Wang3, Juncheng Liu8, 9, Aradhana Verma10, Brian Han11, Daniel Seung Kim12, Henry Chubb11, Scott Ceresnak11, Aydin Zahedivash1, Alexander Tarlochan Singh Sandhu10, Fatima Rodriguez10, Daniel McDuff5, 13, Elgar Fleisch2, 3, 14, Oliver Aalami1, Filipe Barata2, *, Paul Schmiedmayer1, *

AUTHOR AFFILIATIONS→

1STANFORD MUSSALLEM CENTER FOR BIODESIGN, STANFORD UNIVERSITY, USA, 2CENTRE FOR DIGITAL HEALTH INTERVENTIONS, ETH ZURICH, SWITZERLAND, 3AGENTIC SYSTEMS LAB, ETH ZURICH, SWITZERLAND, 4UNIVERSITY OF ILLINOIS URBANA-CHAMPAIGN, USA, 5GOOGLE RESEARCH, USA, 6STANFORD UNIVERSITY, USA, 7AMAZON, USA, 8MICROSOFT, 9NATIONAL UNIVERSITY OF SINGAPORE, SINGAPORE, 10DIVISION OF CARDIOVASCULAR MEDICINE, STANFORD UNIVERSITY, USA, 11PEDIATRIC CARDIOLOGY, STANFORD UNIVERSITY, USA, 12DIVISION OF CARDIOLOGY, UNIVERSITY OF WASHINGTON, USA, 13UNIVERSITY OF WASHINGTON, USA, 14CENTRE FOR DIGITAL HEALTH INTERVENTIONS, UNIVERSITY OF ST. GALLEN, SWITZERLAND, *EQUAL CONTRIBUTION

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