| Fast and Interpretable Mortality Risk Scores for Critical Care Patients | Nov 21, 2023 | Mortality Prediction | CodeCode Available | 0 |
| MSPB: a longitudinal multi-sensor dataset with phenotypic trait measurements from honey bees | Nov 17, 2023 | Mortality Prediction | CodeCode Available | 0 |
| APRICOT-Mamba: Acuity Prediction in Intensive Care Unit (ICU): Development and Validation of a Stability, Transitions, and Life-Sustaining Therapies Prediction Model | Nov 3, 2023 | MambaMortality Prediction | —Unverified | 0 |
| On Preserving the Knowledge of Long Clinical Texts | Nov 2, 2023 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Dynamic Multimodal Information Bottleneck for Multimodality Classification | Nov 2, 2023 | ClassificationDiagnostic | CodeCode Available | 0 |
| General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History | Oct 31, 2023 | feature selectionMortality Prediction | CodeCode Available | 1 |
| Enhancing Mortality Prediction in Heart Failure Patients: Exploring Preprocessing Methods for Imbalanced Clinical Datasets | Sep 30, 2023 | ManagementMissing Values | —Unverified | 0 |
| Consensus of state of the art mortality prediction models: From all-cause mortality to sudden death prediction | Aug 30, 2023 | AllMortality Prediction | —Unverified | 0 |
| Enhanced Mortality Prediction In Patients With Subarachnoid Haemorrhage Using A Deep Learning Model Based On The Initial CT Scan | Aug 25, 2023 | Clinical KnowledgeMortality Prediction | —Unverified | 0 |
| ICU Mortality Prediction Using Long Short-Term Memory Networks | Aug 18, 2023 | ICU MortalityMortality Prediction | —Unverified | 0 |
| Can Attention Be Used to Explain EHR-Based Mortality Prediction Tasks: A Case Study on Hemorrhagic Stroke | Aug 4, 2023 | Feature ImportanceMortality Prediction | —Unverified | 0 |
| Privacy-preserving patient clustering for personalized federated learning | Jul 17, 2023 | ClusteringFederated Learning | CodeCode Available | 0 |
| An empirical study of using radiology reports and images to improve ICU mortality prediction | Jun 20, 2023 | ICU MortalityManagement | —Unverified | 0 |
| MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series Prediction | Jun 16, 2023 | Activity RecognitionDeep Learning | CodeCode Available | 1 |
| Subpopulation-Specific Synthetic EHR for Better Mortality Prediction | May 25, 2023 | Mortality PredictionPrediction | —Unverified | 0 |
| MedLens: Improve Mortality Prediction Via Medical Signs Selecting and Regression | May 19, 2023 | Mortality Predictionregression | CodeCode Available | 0 |
| Echoes of Biases: How Stigmatizing Language Affects AI Performance | May 17, 2023 | Explainable Artificial Intelligence (XAI)Mortality Prediction | —Unverified | 0 |
| Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning | May 16, 2023 | Mortality PredictionRepresentation Learning | CodeCode Available | 0 |
| XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients | May 10, 2023 | Mortality PredictionPrediction | —Unverified | 0 |
| Medical records condensation: a roadmap towards healthcare data democratisation | May 5, 2023 | Clinical KnowledgeDataset Condensation | —Unverified | 0 |
| FineEHR: Refine Clinical Note Representations to Improve Mortality Prediction | Apr 24, 2023 | Metric LearningMortality Prediction | —Unverified | 0 |
| A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study | Mar 19, 2023 | Mortality PredictionSurvival Analysis | —Unverified | 0 |
| FedScore: A privacy-preserving framework for federated scoring system development | Mar 1, 2023 | Federated LearningModel Selection | CodeCode Available | 0 |
| Analyzing Impact of Socio-Economic Factors on COVID-19 Mortality Prediction Using SHAP Value | Feb 27, 2023 | Mortality PredictionPrediction | —Unverified | 0 |
| Deep Reinforcement Learning for Cost-Effective Medical Diagnosis | Feb 20, 2023 | Anomaly DetectionDeep Reinforcement Learning | CodeCode Available | 1 |
