Unsupervised Discovery of Clinical Disease Signatures Using
Probabilistic Independence

Unsupervised Discovery of Clinical Disease Signatures Using Probabilistic Independence

8 February 2024

Thomas A. Lasko

Marco Barbero Mota

William W Stead

Bennett A. Landman

Fabien Maldonado

Papers citing "Unsupervised Discovery of Clinical Disease Signatures Using Probabilistic Independence"

4 / 4 papers shown

Title
Sample-Specific Root Causal Inference with Latent Variables Eric V. Strobl Thomas A. Lasko CML 21 7 0 27 Oct 2022
Identifying Patient-Specific Root Causes with the Heteroscedastic Noise Model Eric V. Strobl Thomas A. Lasko CML 53 32 0 25 May 2022
Multimodal data matters: language model pre-training over structured and unstructured electronic health records Sicen Liu Xiaolong Wang Yongshuai Hou Ge Li Hui Wang Huiqin Xu Yang Xiang Buzhou Tang 52 30 0 25 Jan 2022
Deep Representation Learning of Electronic Health Records to Unlock Patient Stratification at Scale Isotta Landi B. Glicksberg Hao-Chih Lee S. Cherng Giulia Landi M. Danieletto J. Dudley Cesare Furlanello Riccardo Miotto 27 147 0 14 Mar 2020