mortality-prediction

There are 2 repositories under mortality-prediction topic.

• EmmaRocheteau / TPC-LoS-prediction

  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).

  patient-outcomesmortality-predictionlength-of-stayconvolutional-neural-networks
  Language:Python 70

• Yuqi92 / deep-patient-representation-mimiciii-multitask

  Implementation of Deep Patient Representation of Clinical Notes at Intensive Care Unit for Multi-Task Prediction

  clinical-notesconvolutional-neural-networksdeep-learningmimic-iiimortality-predictionmulti-task-prediction
  Language:Python 31

• weimin17 / Multimodal_Transformer

  A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction

  ehrclinical-notesclinical-variablesmultimodaltransformerinterpretable-aiinterpretabilitymortality-predictionmortality
  Language:Python 25

• jacobdeasy / flexible-ehr

  Time-Sensitive Deep Learning for ICU Outcome Prediction Without Variable Selection or Cleaning.

  classificationdeep-learningembeddingslayer-normalizationlstmmimic-iiimortality-predictionpytorchrecurrent-neural-networksreproducible-researchsupervised-learning
  Language:Python 18

• mpascariu / MortalityForecast

  Standard tools to compare and evaluate mortality forecasting methods

  mortality-forecastingmortality-predictionmortality-modelsdemographypublic-healthlongevity
  Language:R 9

• vincenzorusso3 / mimic-iv-benchmarks

  FDSML Course Project 2020/21

  mortality-predictionclinical-prediction-tasksclinical-databenchmark-datasetsmachine-learningnumpypandaskerassklearn
  Language:Python 7
• Predicting-Death-Time-and-Mortality

  abhisheks008 / Predicting-Death-Time-and-Mortality

  A Machine Learning Approach for Predicting the Death Time and Mortality

  intensive-care-unitsjupyter-notebookmachine-learningmortality-predictionpredictive-modelingpython
  Language:Jupyter Notebook 6

• dataforgoodfr / batch4_diafoirus_fleming

  Repo of the Fleming project (dynamic prediction of mortality threat)

  healthcaremortality-predictionmachine-learningmedical-information
  Language:Jupyter Notebook 6

• AIMedLab / PAVE

  Code and Datasets for the paper "An Interpretable Risk Prediction Model for Healthcare with Pattern Attention", published on BMC Medical Informatics and Decision Making.

  interpretable-deep-learningpattern-attentionvalue-embeddingelectronic-health-recordsepsismortality-prediction
  Language:Python 4

• jmdvinodjmd / COPER

  Continuous patient state attention model for addressing irregularity in electronic health records

  deep-learningmortality-prediction
  Language:Jupyter Notebook 2

• Julian-Theis / covid19-critical-event

  COVID-19 Critical Event Prediction Tools

  covid19covid-19covidmortalitymortality-predictioncoronaviruspatient-outcomes
  Language:Python 2

• PlanTL-GOB-ES / covid-predictive-model

  A RNN Predictive Model for COVID-19 mortality prediction.

  covid-19dailymortality-predictionrnn
  Language:Python 2

• soheilbr82 / ICUMortalityPrediction

  icumimic-iiimortality-prediction
  2

• Jodhi137 / covid19-mortality-calculator

  Calculates your death chance from COVID-19 using a small amount of information.

  flasktensorflowaicovid19coronaviruscoronavirus-analysismortality-predictionpythonpython3webapp
  Language:HTML 1
• prism-score

  razvanazamfirei / prism-score

  Stata PRISM Score Calculation

  mortality-predictionpediatricsreproducible-researchstatastata-commandstata-commandsstata-package
  Language:Stata 1

• safachehimi / UK-Mortality-rate-mit-Cairns-Blake-Dowd

  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)

  rinsurance-companycbdmortality-prediction
  Language:Jupyter Notebook 1

• yrodriguezmd / Heart_Failure_UCI_2020

  Predicting Mortality among a Cohort of patients with Heart Failure

  heartheartfailureheartdiseasemortalitymortality-prediction
  Language:Jupyter Notebook 1

• Ashutosh27ind / MIMIC_EHR_Predictor

  This is implementation of my Masters thesis work and aims at predicting the patient mortality from the MIMIC-III v1.4 Database

  cnnehr-datamortality-predictionrandom-forestrnn-lstmthesis-project
  Language:Jupyter Notebook 0

• audreyle / Predicting-ICU-Deaths

  Submission for the WiDS 2020 Kaggle competition: Predicting ICU deaths using CatBoost, XGBoost and RandomForest classifiers and the MIT GOSSIS dataset

  machine-learning-algorithmsmortality-predictionpredictive-analytics
  Language:Jupyter Notebook 0

• briangriner / ASA-poster-predict-covid-19-mortality-rate-at-state-level

  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.

  ensemble-machine-learninghyperparameter-tuningpipelinemortality-prediction
  Language:Jupyter Notebook 0

• lcwong0928 / cancer-classification

  A machine learning tool that uses gene expression data to classify cancer types and predict mortality rates.

  cancer-classificationmachine-learningmortality-prediction
  Language:Jupyter Notebook 0
• placebo_hurricanemaria

  alexisrsantos / placebo_hurricanemaria

  This repository includes the code and data used to produce the analysis of placebo tests to measure excess post-disaster mortality.

  puerto-ricohurricane-mariamortalitymortality-prediction
  Language:R

• rustom / lifespan-prediction

  Lifespan prediction research for the Illinois Risk Lab.

  lifespanmortality-predictionscikit-learnlightgbmlightgbm-classifier
  Language:Jupyter Notebook