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ICU Admission

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Showing 1–43 of 43 papers

TitleStatusHype
Zero Shot Health Trajectory Prediction Using TransformerCode2
Enhancing clinical decision support with physiological waveforms -- a multimodal benchmark in emergency careCode1
Integrative Analysis for COVID-19 Patient Outcome PredictionCode1
A Physiology-Driven Computational Model for Post-Cardiac Arrest Outcome PredictionCode1
Reliability-based cleaning of noisy training labels with inductive conformal prediction in multi-modal biomedical data miningCode0
A machine learning framework for interpretable predictions in patient pathways: The case of predicting ICU admission for patients with symptoms of sepsisCode0
The leap to ordinal: detailed functional prognosis after traumatic brain injury with a flexible modelling approachCode0
New spectral imaging biomarkers for sepsis and mortality in intensive careCode0
A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records DataCode0
Individualized Prediction of COVID-19 Adverse outcomes with MLHOCode0
Early hospital mortality prediction using vital signalsCode0
Large Language Model Capabilities in Perioperative Risk Prediction and PrognosticationCode0
Early ICU Mortality Prediction and Survival Analysis for Respiratory Failure—0
Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes—0
Early Prediction of In-Hospital ICU Mortality Using Innovative First-Day Data: A Review—0
Enhancing In-Hospital Mortality Prediction Using Multi-Representational Learning with LLM-Generated Expert Summaries—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—0
Extended High Utility Pattern Mining: An Answer Set Programming Based Framework and Applications—0
Fuzzy Expert Systems for Prediction of ICU Admission in Patients with COVID-19—0
Integrating Physiological Time Series and Clinical Notes with Transformer for Early Prediction of Sepsis—0
Learning Hierarchical Representations of Electronic Health Records for Clinical Outcome Prediction—0
Potential Features of ICU Admission in X-ray Images of COVID-19 Patients—0
PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction—0
Precision ICU Resource Planning: A Multimodal Model for Brain Surgery Outcomes—0
Predicting Hyperkalemia in the ICU and Evaluation of Generalizability and Interpretability—0
Predicting Individual Physiologically Acceptable States for Discharge from a Pediatric Intensive Care Unit—0
Projecting the Impact of Covid-19 Variants and Vaccination Strategies in Disease Transmission using a Multilayer Network Model in Costa Rica—0
TabText: A Flexible and Contextual Approach to Tabular Data Representation—0
U-GAT: Multimodal Graph Attention Network for COVID-19 Outcome Prediction—0
Using Deep Learning-based Features Extracted from CT scans to Predict Outcomes in COVID-19 Patients—0
Utilizing Machine Learning Models to Predict Acute Kidney Injury in Septic Patients from MIMIC-III Database—0
Withholding or withdrawing invasive interventions may not accelerate time to death among dying ICU patients—0
An Algorithmic Approach for Causal Health Equity: A Look at Race Differentials in Intensive Care Unit (ICU) Outcomes—0
A Semi-Markov Switching Linear Gaussian Model for Censored Physiological Data—0
A standardised protocol for assessment of relative SARS-CoV-2 variant severity, with application to severity risk for COVID-19 cases infected with Omicron BA.1 compared to Delta variants in six European countries—0
Cluster trajectory of SOFA score in predicting mortality in sepsis—0
Computable Phenotypes to Characterize Changing Patient Brain Dysfunction in the Intensive Care Unit—0
COVID-Net Clinical ICU: Enhanced Prediction of ICU Admission for COVID-19 Patients via Explainability and Trust Quantification—0
DeepCOVID-Fuse: A Multi-modality Deep Learning Model Fusing Chest X-Radiographs and Clinical Variables to Predict COVID-19 Risk Levels—0
DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning—0
DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR—0
Computable Phenotypes of Patient Acuity in the Intensive Care Unit—0
Development of Interactive Nomograms for Predicting Short-Term Survival in ICU Patients with Aplastic Anemia—0
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