This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit (https://dl.acm.org/doi/10.1145/3450439.3451860).
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Apr 17, 2025 - Python
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length-of-stay
Here are 14 public repositories matching this topic...
PyTorch library for MIMIC III Benchmark experiments
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Nov 14, 2023 - Python
Can we predict how long a patient will be in a hospital with a fair comparison on gender, race and health service areas?
random-forest logistic-regression decision-trees predictive-modeling binaryclassification adaboost-algorithm length-of-stay fair-ml
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Jun 16, 2021 - Jupyter Notebook
A Multimodal Deep Learning framework for early ICU outcome prediction (Length of Stay and Mortality) on MIMIC-III. Features bi-LSTM vital-sign encoding, an MLP for clinical + lab data, 8-head Cross-Modal Attention Fusion, Platt temperature scaling calibration, and an interactive Streamlit clinical decision support dashboard.
deep-learning calibration mimic-iii ordinal-classification explainable-ai shap multimodal-fusion medical-ai pytorch-lightning streamlit length-of-stay icu-mortality cross-modal-attention
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Jun 8, 2026 - HTML
Early longer-stay risk for the renal cohort — a leakage-audited, calibrated, externally-validated clinical-ML case study (dbt + DuckDB + scikit-learn, MIMIC-IV + eICU).
machine-learning scikit-learn data-engineering healthcare dbt eicu length-of-stay duckdb mimic-iv healthcare-analytics clinical-ml
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Jun 19, 2026 - Python
ICU LOS prediction for pneumonia patients using MIMIC-III time-series data & interpretable ML
python machine-learning time-series icu xgboost mimic-iii shap healthcare-ai length-of-stay clinical-prediction
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Jan 23, 2026 - Jupyter Notebook
Healthcare operations analytics case study: length-of-stay drivers and bed-day resource utilization across 100K hospital encounters. Python + Streamlit.
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Jul 18, 2026 - Python
predicts length-of-stay of hospital inpatients
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Jul 10, 2025 - Python
Predicting patient Length of Stay (LoS) using machine learning to provide insights for hospital operational efficiency.
machine-learning scikit-learn exploratory-data-analysis pandas hyperparameter-tuning feature-engine healthcare-analysis streamlit length-of-stay huggingface-spaces los-prediction
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Jun 14, 2025 - Jupyter Notebook
Interpretable hospital length-of-stay risk prediction for data-driven bed planning and discharge coordination.
python kaggle predictive-modeling clinical-decision-support interpretable-ai length-of-stay healthcare-analytics
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Apr 28, 2026 - Jupyter Notebook
This project evaluates the relationship between Area Deprivation Index (ADI), clinical severity, length of stay (LOS), and readmission among COVID-19 patients at UCSF
adi clinical-data area-deprivation-index covid-19 covid covid19 length-of-stay clinical-prediction-models
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Apr 21, 2022 - R
predict length of stay in a hospital - 1 Day Project
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Aug 19, 2021 - TSQL
Im Datensatz "AKTIN – Daten zur Aufenthaltsdauer in Notaufnahmen" werden aggregierte Daten der Routinedokumentation aus einer Auswahl deutscher Notaufnahmen aus dem AKTIN-Notaufnahmeregister bereitgestellt. Anhand der Aufenthaltsdauer kann die Belastungssituation von Notaufnahmen abgeschätzt werden. Dies ermöglicht eine kontinuierliche und tran...
germany open-data deutschland rki length-of-stay public-health-surveillance notaufnahmesurveillance sentinel-ueberwachung sentinel-surveillance hospital-emergency-services aktin krankenhausaufenthaltsdauer emergency-treatments gesundheitsberichterstattung notfallambulanz-krankenhaus-
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Jul 30, 2026
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