| Optimal Ensemble Construction for Multi-Study Prediction with Applications to COVID-19 Excess Mortality Estimation | Sep 19, 2021 | Mortality PredictionPrediction | CodeCode Available | 0 |
| Early ICU Mortality Prediction and Survival Analysis for Respiratory Failure | Sep 6, 2021 | ICU AdmissionICU Mortality | —Unverified | 0 |
| Severity and Mortality Prediction Models to Triage Indian COVID-19 Patients | Sep 2, 2021 | Interpretable Machine LearningMortality Prediction | —Unverified | 0 |
| Developing and validating multi-modal models for mortality prediction in COVID-19 patients: a multi-center retrospective study | Sep 1, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Hybrid deep learning methods for phenotype prediction from clinical notes | Aug 16, 2021 | Deep LearningManagement | —Unverified | 0 |
| Process Mining Model to Predict Mortality in Paralytic Ileus Patients | Aug 3, 2021 | Mortality PredictionPrediction | —Unverified | 0 |
| Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series | Jul 29, 2021 | ImputationMortality Prediction | CodeCode Available | 1 |
| Improving COVID-19 Forecasting using eXogenous Variables | Jul 20, 2021 | Mortality PredictionTime Series Analysis | CodeCode Available | 0 |
| Quantifying Explainability in NLP and Analyzing Algorithms for Performance-Explainability Tradeoff | Jul 12, 2021 | Mortality Predictiontext-classification | CodeCode Available | 0 |
| Machine Learning with Electronic Health Records is vulnerable to Backdoor Trigger Attacks | Jun 15, 2021 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation | May 5, 2021 | Binary ClassificationMortality Prediction | —Unverified | 0 |
| Explaining a Series of Models by Propagating Shapley Values | Apr 30, 2021 | Mortality Prediction | —Unverified | 0 |
| A Study into patient similarity through representation learning from medical records | Apr 29, 2021 | Mortality PredictionRepresentation Learning | CodeCode Available | 0 |
| BERTSurv: BERT-Based Survival Models for Predicting Outcomes of Trauma Patients | Mar 19, 2021 | Deep LearningMortality Prediction | —Unverified | 0 |
| MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset | Feb 12, 2021 | FairnessFeature Importance | —Unverified | 0 |
| EventScore: An Automated Real-time Early Warning Score for Clinical Events | Feb 11, 2021 | Mortality Predictionregression | —Unverified | 0 |
| Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration | Feb 8, 2021 | Length-of-Stay predictionMedical Diagnosis | CodeCode Available | 1 |
| Multi-view Integration Learning for Irregularly-sampled Clinical Time Series | Jan 25, 2021 | DecoderImputation | CodeCode Available | 0 |
| Challenges in the application of a mortality prediction model for COVID-19 patients on an Indian cohort | Jan 15, 2021 | Mortality PredictionSurvival Prediction | —Unverified | 0 |
| Risk markers by sex for in-hospital mortality in patients with acute coronary syndrome: a machine learning approach | Jan 6, 2021 | Mortality Prediction | CodeCode Available | 0 |
| Deep Learning with Heterogeneous Graph Embeddings for Mortality Prediction from Electronic Health Records | Dec 28, 2020 | Mortality PredictionPrediction | —Unverified | 0 |
| MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining | Dec 27, 2020 | Mortality PredictionNatural Language Understanding | CodeCode Available | 1 |
| MEME: Generating RNN Model Explanations via Model Extraction | Dec 13, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| Building Deep Learning Models to Predict Mortality in ICU Patients | Dec 11, 2020 | Deep LearningMortality Prediction | —Unverified | 0 |
| Explainable Clinical Decision Support from Text | Nov 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
