conftrace_

mortality prediction

23 papers

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Co-occurring keywords

clinical note (94) electronic health record (266) risk stratification (16) readmission prediction (8) icu management (2) clinical time-series (3) irregular time series (21) multimodal fusion (303) recurrent neural network (1790) machine learning (436)

Papers

ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts IJCNLP 2025
Revisiting the MIMIC-IV Benchmark: Experiments Using Language Models for Electronic Health Records COLING 2024
A Novel Approach for Longitudinal Modeling of Aging Health and Predicting Mortality Rates AAAI 2024
Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware Attention MLHC 2023
Interpretable Local Concept-based Explanation with Human Feedback to Predict All-cause Mortality (Extended Abstract) IJCAI 2023
Privacy-preserving patient clustering for personalized federated learnings MLHC 2023
Updating Clinical Risk Stratification Models Using Rank-Based Compatibility: Approaches for Evaluating and Optimizing Clinician-Model Team Performance MLHC 2023
MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images MLHC 2022
Optimizing Early Warning Classifiers to Control False Alarms via a Minimum Precision Constraint AISTATS 2022
Unified Auto Clinical Scoring (Uni-ACS) with Interpretable ML models MLHC 2022
Hierarchical Information Criterion for Variable Abstraction MLHC 2021
Continuous-Time Attention for Sequential Learning AAAI 2021
Savable but Lost Lives when ICU Is Overloaded: a Model from 733 Patients in Epicenter Wuhan, China AAAI 2021
Explainable Clinical Decision Support from Text EMNLP 2020
Characterizing the Value of Information in Medical Notes EMNLP 2020
Dynamically Extracting Outcome-Specific Problem Lists from Clinical Notes with Guided Multi-Headed Attention MLHC 2020
Using Clinical Notes with Time Series Data for ICU Management EMNLP 2019
Using Clinical Notes with Time Series Data for ICU Management IJCNLP 2019
Transforming Underwriting in the Life Insurance Industry AAAI 2019
Learning to Exploit Invariances in Clinical Time-Series Data using Sequence Transformer Networks MLHC 2018
Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization IJCAI 2018
Distilled Wasserstein Learning for Word Embedding and Topic Modeling NIPS 2018
Identifiable Phenotyping using Constrained Non-Negative Matrix Factorization MLHC 2016