| Zero Shot Health Trajectory Prediction Using Transformer | Jul 30, 2024 | ICU AdmissionICU Mortality | CodeCode Available | 2 | 5 |
| Enhancing clinical decision support with physiological waveforms -- a multimodal benchmark in emergency care | Jul 25, 2024 | BenchmarkingDiagnostic | CodeCode Available | 1 | 5 |
| Integrative Analysis for COVID-19 Patient Outcome Prediction | Jul 20, 2020 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 1 | 5 |
| A Physiology-Driven Computational Model for Post-Cardiac Arrest Outcome Prediction | Feb 9, 2020 | ICU AdmissionTime Series Analysis | CodeCode Available | 1 | 5 |
| Reliability-based cleaning of noisy training labels with inductive conformal prediction in multi-modal biomedical data mining | Sep 13, 2023 | Conformal PredictionICU Admission | CodeCode Available | 0 | 5 |
| A machine learning framework for interpretable predictions in patient pathways: The case of predicting ICU admission for patients with symptoms of sepsis | May 21, 2024 | ICU Admission | CodeCode Available | 0 | 5 |
| The leap to ordinal: detailed functional prognosis after traumatic brain injury with a flexible modelling approach | Feb 10, 2022 | Decision MakingICU Admission | CodeCode Available | 0 | 5 |
| New spectral imaging biomarkers for sepsis and mortality in intensive care | Aug 19, 2024 | ICU Admission | CodeCode Available | 0 | 5 |
| A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data | Nov 18, 2020 | Decision MakingICU Admission | CodeCode Available | 0 | 5 |
| Individualized Prediction of COVID-19 Adverse outcomes with MLHO | Aug 10, 2020 | BIG-bench Machine LearningICU Admission | CodeCode Available | 0 | 5 |
| Early hospital mortality prediction using vital signals | Mar 18, 2018 | ICU AdmissionMortality Prediction | CodeCode Available | 0 | 5 |
| Large Language Model Capabilities in Perioperative Risk Prediction and Prognostication | Jan 3, 2024 | ClassificationICU Admission | CodeCode Available | 0 | 5 |
| Early ICU Mortality Prediction and Survival Analysis for Respiratory Failure | Sep 6, 2021 | ICU AdmissionICU Mortality | —Unverified | 0 | 0 |
| Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes | Nov 7, 2018 | ICU Admission | —Unverified | 0 | 0 |
| Early Prediction of In-Hospital ICU Mortality Using Innovative First-Day Data: A Review | May 18, 2025 | ICU AdmissionICU Mortality | —Unverified | 0 | 0 |
| Enhancing In-Hospital Mortality Prediction Using Multi-Representational Learning with LLM-Generated Expert Summaries | Nov 25, 2024 | ICU AdmissionLarge Language Model | —Unverified | 0 | 0 |
| Evidence for positive long- and short-term effects of vaccinations against COVID-19 in wearable sensor metrics -- Insights from the German Corona Data Donation Project | Apr 6, 2022 | ICU Admission | —Unverified | 0 | 0 |
| Extended High Utility Pattern Mining: An Answer Set Programming Based Framework and Applications | Mar 23, 2023 | ICU Admission | —Unverified | 0 | 0 |
| Fuzzy Expert Systems for Prediction of ICU Admission in Patients with COVID-19 | Apr 22, 2021 | ICU Admission | —Unverified | 0 | 0 |
| Integrating Physiological Time Series and Clinical Notes with Transformer for Early Prediction of Sepsis | Mar 28, 2022 | ICU AdmissionTime Series | —Unverified | 0 | 0 |
| Learning Hierarchical Representations of Electronic Health Records for Clinical Outcome Prediction | Mar 20, 2019 | ICU Admission | —Unverified | 0 | 0 |
| Potential Features of ICU Admission in X-ray Images of COVID-19 Patients | Sep 26, 2020 | ICU Admission | —Unverified | 0 | 0 |
| PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction | Apr 25, 2017 | feature selectionICU Admission | —Unverified | 0 | 0 |
| Precision ICU Resource Planning: A Multimodal Model for Brain Surgery Outcomes | Dec 20, 2024 | ICU Admission | —Unverified | 0 | 0 |
| Predicting Hyperkalemia in the ICU and Evaluation of Generalizability and Interpretability | Jan 16, 2021 | ICU AdmissionModel Selection | —Unverified | 0 | 0 |
