| Using Explainable AI to Cross-Validate Socio-economic Disparities Among Covid-19 Patient Mortality | Feb 16, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Mortality Prediction with Adaptive Feature Importance Recalibration for Peritoneal Dialysis Patients: a deep-learning-based study on a real-world longitudinal follow-up dataset | Jan 17, 2023 | Feature ImportanceMortality Prediction | CodeCode Available | 0 |
| Mortality Prediction Models with Clinical Notes Using Sparse Attention at the Word and Sentence Levels | Dec 12, 2022 | Mortality PredictionPrediction | —Unverified | 0 |
| Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift | Dec 1, 2022 | Gaussian ProcessesMortality Prediction | CodeCode Available | 0 |
| Early prediction of the risk of ICU mortality with Deep Federated Learning | Dec 1, 2022 | Federated LearningICU Mortality | CodeCode Available | 0 |
| Continuous Diagnosis and Prognosis by Controlling the Update Process of Deep Neural Networks | Oct 6, 2022 | Mortality PredictionPrognosis | CodeCode Available | 0 |
| Clinical Language Understanding Evaluation (CLUE) | Sep 28, 2022 | Mortality Prediction | —Unverified | 0 |
| A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care | Sep 16, 2022 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Airway measurement by refinement of synthetic images improves mortality prediction in idiopathic pulmonary fibrosis | Aug 30, 2022 | Computed Tomography (CT)Mortality Prediction | CodeCode Available | 0 |
| A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction | Aug 9, 2022 | Mortality Prediction | —Unverified | 0 |
| COPER: Continuous Patient State Perceiver | Aug 5, 2022 | Irregular Time SeriesMortality Prediction | CodeCode Available | 0 |
| Compound Density Networks for Risk Prediction using Electronic Health Records | Aug 2, 2022 | ImputationMissing Values | —Unverified | 0 |
| MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning | Aug 1, 2022 | Mortality PredictionMulti-Task Learning | —Unverified | 0 |
| Assessing mortality prediction through different representation models based on concepts extracted from clinical notes | Jul 22, 2022 | Mortality Prediction | —Unverified | 0 |
| Joint Application of the Target Trial Causal Framework and Machine Learning Modeling to Optimize Antibiotic Therapy: Use Case on Acute Bacterial Skin and Skin Structure Infections due to Methicillin-resistant Staphylococcus aureus | Jul 15, 2022 | Mortality Prediction | —Unverified | 0 |
| MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images | Jul 14, 2022 | Mortality PredictionPhenotype classification | CodeCode Available | 1 |
| FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction | May 30, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
| Enriching Unsupervised User Embedding via Medical Concepts | Mar 20, 2022 | Mortality PredictionPhenotype classification | CodeCode Available | 0 |
| AutoMap: Automatic Medical Code Mapping for Clinical Prediction Model Deployment | Mar 4, 2022 | Mortality Prediction | —Unverified | 0 |
| Disparities in Social Determinants among Performances of Mortality Prediction with Machine Learning for Sepsis Patients | Dec 15, 2021 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Explaining Latent Representations with a Corpus of Examples | Oct 28, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Using Clinical Drug Representations for Improving Mortality and Length of Stay Predictions | Oct 17, 2021 | Mortality PredictionTime Series | CodeCode Available | 0 |
| Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards | Oct 17, 2021 | ICU MortalityMortality Prediction | —Unverified | 0 |
| SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health Records | Oct 11, 2021 | BenchmarkingBinary Classification | CodeCode Available | 0 |
| Self-explaining Neural Network with Concept-based Explanations for ICU Mortality Prediction | Oct 9, 2021 | Deep LearningExplainable Models | —Unverified | 0 |
