conftrace_

clinical prediction

33 papers

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Co-occurring keywords · papers mentioning both

electronic health record (12) medical imaging (4) multi-task learning (4) foundation model (3) large language model (3) multimodal learning (3) representation learning (3) multimodal fusion (2) chest x-ray (2) healthcare data (2)

Papers

AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration AAAI 2020 A Novel Spatio-Temporal Multi-Task Approach for the Prediction of Diabetes-Related Complication: a Cardiopathy Case of Study IJCAI 2020 An Investigation of Deep Learning Systems for Suicide Risk Assessment NAACL 2019 Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks MLHC 2019 Predicting ICU transfers using text messages between nurses and doctors NAACL 2019 Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier ICML 2017 A Non-parametric Learning Method for Confidently Estimating Patient's Clinical State and Dynamics NeurIPS 2016 Integrative Analysis using Coupled Latent Variable Models for Individualizing Prognoses JMLR 2016