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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mortality-prediction
Here are 10 public repositories matching this topic...
A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction
transformer ehr clinical-notes mortality interpretability interpretable-ai multimodal mortality-prediction clinical-variables
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Jul 26, 2022 - Python
Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction
deep-learning convolutional-neural-networks clinical-notes mimic-iii mortality-prediction multi-task-prediction
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Jul 26, 2019 - Python
Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.
deep-learning reproducible-research pytorch recurrent-neural-networks embeddings lstm supervised-learning classification mimic-iii layer-normalization mortality-prediction
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Jul 6, 2020 - Python
FDSML Course Project 2020/21
machine-learning numpy sklearn keras pandas clinical-data benchmark-datasets mortality-prediction clinical-prediction-tasks
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May 11, 2021 - Python
Code and Datasets for the paper "An Interpretable Risk Prediction Model for Healthcare with Pattern Attention", published on BMC Medical Informatics and Decision Making.
electronic-health-record sepsis interpretable-deep-learning mortality-prediction pattern-attention value-embedding
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Aug 16, 2020 - Python
COVID-19 Critical Event Prediction Tools
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Oct 15, 2020 - Python
A RNN Predictive Model for COVID-19 mortality prediction.
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Nov 16, 2022 - Python
implementation of the method presented in "Minimax Risk Classifiers for Mislabeled Data: a Study on Patient Outcome Prediction Tasks".
classification mortality-prediction noisy-labels robust-risk-minimization minimax-risk-classifiers patient-outcome-prediction
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Aug 16, 2024 - Python
This is a web application that can predict mortality risk and specific causes of death in individual patients on hemodialysis (HD), facilitating efficient screening of high-risk patients, optimized allocation of ICU resources, and timely implementation of early interventions.
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Feb 5, 2025 - Python
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