conftrace_

clinical prediction

30 papers

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Co-occurring keywords

electronic health record (266) medical imaging (971) large language model (13587) multimodal learning (4645) multi-task learning (2575) representation learning (6206) foundation model (735) multimodal fusion (303) chest x-ray (118) healthcare datum (10)

Papers

Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks MLHC 2019
An Investigation of Deep Learning Systems for Suicide Risk Assessment NAACL 2019
Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier ICML 2017
Integrative Analysis using Coupled Latent Variable Models for Individualizing Prognoses JMLR 2016
A Non-parametric Learning Method for Confidently Estimating Patient's Clinical State and Dynamics NIPS 2016