TemporAI: Facilitating Machine Learning Innovation in Time Domain Tasks for Medicine

28 January 2023

Papers citing "TemporAI: Facilitating Machine Learning Innovation in Time Domain Tasks for Medicine"

5 / 5 papers shown

Title
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 36 1 0 31 Oct 2024
ACES: Automatic Cohort Extraction System for Event-Stream Datasets Justin Xu Jack Gallifant Alistair E. W. Johnson Matthew B. A. McDermott AI4TS 19 1 0 28 Jun 2024
HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting? Ivan Karpukhin F. Shipilov Andrey Savchenko AI4TS 31 4 0 20 Jun 2024
Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events Matthew B. A. McDermott Bret A. Nestor Peniel Argaw I. Kohane AI4TS 8 20 0 20 Jun 2023
SurvTRACE: Transformers for Survival Analysis with Competing Events Zifeng Wang Jimeng Sun 33 67 0 02 Oct 2021