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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Updated
Jul 6, 2023 - Python
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).
Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction
FDSML Course Project 2020/21
Repo of the Fleming project (dynamic prediction of mortality threat)
Standard tools to compare and evaluate mortality forecasting methods
A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
A machine learning tool that uses gene expression data to classify cancer types and predict mortality rates.
Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.
Code and Datasets for the paper "An Interpretable Risk Prediction Model for Healthcare with Pattern Attention", published on BMC Medical Informatics and Decision Making.
A Machine Learning Approach for Predicting the Death Time and Mortality
COVID-19 Critical Event Prediction Tools
Calculates your death chance from COVID-19 using a small amount of information.
Predicting Mortality among a Cohort of patients with Heart Failure
This repository includes the code and data used to produce the analysis of placebo tests to measure excess post-disaster mortality.
Joint work product with co-authors Chelsea Jin and Matthew Ye for at the virtual ASA Biopharmaceutical Section Regulatory-Industry Statistics Workshop held on Sept. 22-25, 2020. Data engineering support from Nick Barbour.
Submission for the WiDS 2020 Kaggle competition: Predicting ICU deaths using CatBoost, XGBoost and RandomForest classifiers and the MIT GOSSIS dataset
Lifespan prediction research for the Illinois Risk Lab.
Stata PRISM Score Calculation
A RNN Predictive Model for COVID-19 mortality prediction.
Schätzung und Prognose der Sterblichkeit der britischen Bevölkerung (Männer und Frauen) unter Verwendung von zwei verschiedene Modelle: das Modell von Lee-Carter und das Modell von Cairns Blake Dowd (CBD)
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