MOTOR: A Time-To-Event Foundation Model For Structured Medical Records

MOTOR: A Time-To-Event Foundation Model For Structured Medical Records

9 January 2023

Jason Alan Fries

Papers citing "MOTOR: A Time-To-Event Foundation Model For Structured Medical Records"

14 / 14 papers shown

Title
Temporal Entailment Pretraining for Clinical Language Models over EHR Data Tatsunori Tanaka Fi Zheng Kai Sato Zhifeng Li Yuanyun Zhang Shi Li 24 0 0 25 Apr 2025
A Case Study Exploring the Current Landscape of Synthetic Medical Record Generation with Commercial LLMs Yihan Lin Zhirong Bella Yu Simon Lee SyDa 46 0 0 20 Apr 2025
Foundation models for electronic health records: representation dynamics and transferability Michael C. Burkhart Bashar Ramadan Zewei Liao Kaveri Chhikara Juan C. Rojas William F. Parker Brett Beaulieu-Jones 31 0 0 14 Apr 2025
Deep Causal Behavioral Policy Learning: Applications to Healthcare Jonas Knecht Anna Zink Jonathan Kolstad Maya Petersen CML 88 0 0 05 Mar 2025
A Collection of Innovations in Medical AI for patient records in 2024 Yuanyun Zhang Shi Li OOD 45 0 0 25 Feb 2025
Foundation Model of Electronic Medical Records for Adaptive Risk Estimation P. Renc Michal K. Grzeszczyk Nassim Oufattole Deirdre Goode Y. Jia ... J. Was A. E. Samir Jonathan W. Cunningham D. W. Bates Arkadiusz Sitek 44 1 0 10 Feb 2025
Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs Michael Wornow Suhana Bedi Miguel Angel Fuentes Hernandez E. Steinberg Jason Alan Fries Christopher Ré Sanmi Koyejo N. Shah 95 4 0 09 Dec 2024
Enhancing Antibiotic Stewardship using a Natural Language Approach for Better Feature Representation Simon A. Lee Trevor Brokowski Jeffrey N. Chiang 29 8 0 30 May 2024
A Multi-Center Study on the Adaptability of a Shared Foundation Model for Electronic Health Records L. Guo Jason Alan Fries E. Steinberg Scott L. Fleming Keith Morse Catherine Aftandilian J. Posada Nigam Shah L. Sung OOD 23 13 0 20 Nov 2023
Robust and Efficient Medical Imaging with Self-Supervision Shekoofeh Azizi Laura J. Culp Jan Freyberg Basil Mustafa Sebastien Baur ... Geoffrey E. Hinton N. Houlsby Alan Karthikesalingam Mohammad Norouzi Vivek Natarajan OOD 71 58 0 19 May 2022
SurvTRACE: Transformers for Survival Analysis with Competing Events Zifeng Wang Jimeng Sun 33 67 0 02 Oct 2021
Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 243 580 0 12 Mar 2020
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 210 1,897 0 06 Jun 2016
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network Jared Katzman Uri Shaham Jonathan Bates A. Cloninger Tingting Jiang Y. Kluger BDL CML OOD 109 1,231 0 02 Jun 2016