arXiv Machine Learning By Xiao Xiang, David Restrepo, Hyewon Jeong, Yugang Jia, Leo Anthony Celi

Learning Representations from Incomplete EHR Data with Dual-Masked Autoencoding

Read the original on arXiv Machine Learning →

arXiv:2602. 15159v2 Announce Type: replace Abstract: Electronic health records (EHR) arrive masked.

Summary generated by The Flow from the publisher's feed. The full article lives at arXiv Machine Learning.

arXiv Machine Learning
Jul 27

Autoregressive EHR Foundation Models with Multimodal Inputs

arXiv:2607. 22264v1 Announce Type: new Abstract: Autoregressive foundation models trained on tokenized electronic health records (EHRs) can support zero-shot clinical prediction, yet most operate on structured event codes alone, and do not incorporate multiple modalities in a principled way.

By Yuxuan Liu, Joshua Placidi, Jinpei Han, Alfred John Balston, Marek Rei, A. Aldo Faisal