Temporal Supervised Contrastive Learning for Modeling Patient Risk Progression

10 December 2023

Papers citing "Temporal Supervised Contrastive Learning for Modeling Patient Risk Progression"

8 / 8 papers shown

Title
Forecasting from Clinical Textual Time Series: Adaptations of the Encoder and Decoder Language Model Families Shahriar Noroozizadeh Sayantan Kumar Jeremy C. Weiss AI4TS 33 0 0 14 Apr 2025
Reconstructing Sepsis Trajectories from Clinical Case Reports using LLMs: the Textual Time Series Corpus for Sepsis Shahriar Noroozizadeh Jeremy C. Weiss 29 1 0 12 Apr 2025
Advancing Precision Oncology Through Modeling of Longitudinal and Multimodal Data Luoting Zhuang Stephen H. Park Steven J. Skates Ashley E. Prosper Denise R. Aberle William Hsu 119 0 0 11 Feb 2025
MEDS-Tab: Automated tabularization and baseline methods for MEDS datasets Nassim Oufattole Teya Bergamaschi Aleksia Kolo Hyewon Jeong Hanna Gaggin Collin M. Stultz Matthew B. A. McDermott 49 1 0 31 Oct 2024
Semi-Supervised Generative Models for Disease Trajectories: A Case Study on Systemic Sclerosis Cécile Trottet Manuel Schürch Ahmed Allam Imon Barua L. Petelytska ... Mislav Radic Oliver Distler A. Hoffmann-Vold Michael Krauthammer Eustar collaborators MedIm 29 0 0 16 Jul 2024
Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypes Xiaochen Zheng Manuel Schürch Xingyu Chen M. A. Komninou Reto Schüpbach Ahmed Allam Jan Bartussek Michael Krauthammer 29 0 0 06 May 2024
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL 191 454 0 29 Apr 2021
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy Alan F. Smeaton SSL AI4TS 178 686 0 10 Oct 2020