risk-prediction

There are 0 repository under risk-prediction topic.

• AIM-Harvard / CXR-Lung-Risk

  Deep learning to estimate lung-related mortality from chest radiographs.

  chest-xray-imageschest-xraysdeep-learningimage-analysismedical-imagingrisk-prediction
  Language:Jupyter Notebook 7

• BeppeMarnell / MSc-Thesis-Wildfire-prediction

  Wildfire risk assessment using remote sensing data - Prediction of Wildfires

  assessment-projectcnn-kerasimage-segmentationkerasmachine-learning-algorithmsremote-sensingresearch-projectthesisrisk-predictionwildfirewildfire-detectionwildfire-forecastingwildfire-management
  Language:Jupyter Notebook 6

• amakaogbu / Hypertension-risk-model

  A comparative analysis of 4 ML algorithms. This Hypertension Risk Prediction Model can be described as a machine learning model designed to predict an individual's risk of developing hypertension based on various input parameters.

  comparative-analysisdata-sciencedecision-treeshypertensionhypertension-detectionhypertension-risklogistic-regressionmachine-learningnumpypandasrandom-forestrisk-predictionsupport-vector-machines
  Language:Jupyter Notebook 4

• anaiy2004 / ALI-Risk-Prediction

  Acute Lung Injury Code for Paper Submitted to AMIA. Experimented with a wide range of ML algorithms to predict the risk of Acute Lung Injury for intensive care unit patients in 24-hour intervals using demographic and clinical observation features.

  machine-learningdeep-learningmedical-informaticsrisk-prediction
  Language:Jupyter Notebook 3

• KonstantinBurkin / personalized-medicine

  Prognostic ML-models and key-feature extraction for analysis of cardiovascular complications

  biomedical-data-sciencebiomarkersmachine-learningrisk-prediction
  Language:Jupyter Notebook 2

• M123shashank / CP3_Cardiovascular-Risk-Prediction

  It is a Capstone project. A model has been created to predict for the heart diseases. It can be very useful for the health sector as cardiovascular diseases are rapidly increasing. The record contains patients' information. It includes over 4,000 records and 15 attributes.

  cardiovascular-diseasesdata-visualizationexploratory-data-analysishealthcare-datasetsheart-failureheart-failure-predictionmachine-learningrandom-forestrisk-predictionsurvival-analysisxgboost-algorithm
  Language:Jupyter Notebook 1

• rishivar / eRisk-clef-2020

  Text Classification on reddit data for eRisk CLEF 2020 on the task of Risk Prediction.

  sentiment-analysistext-classificationeriskclefrisk-prediction
  Language:Jupyter Notebook 1

• Debarati-Chatterjee / Credit-Card-Risk-Prediction

  This project is created to predict risk credit card loan of a bank using Classification Machine Learning Model

  classificationdecision-treeslogistic-regressionrisk-prediction
  Language:Jupyter Notebook 0

• jbedford1984 / PQIP-CR-model-development

  This repository contains the R code used to produce the manuscript: 'Development and internal validation of a risk-adjustment model for postoperative morbidity in adults undergoing major elective colorectal surgery: the Perioperative Quality Improvement Programme – colorectal risk model'

  morbidityperioperative-outcomerisk-adjustmentrisk-predictionsurgeryperioperative-medicine
  Language:R 0

• jeyabbalas / icare-lit

  A web app to demonstrate the usage of Wasm-iCARE to calculate the absolute risk of breast cancer.

  absolute-riskbreast-cancerquestionnairerisk-predictionsurvival-analysis
  Language:JavaScript 0

• mkoretsky1 / NSQIP_Reintubation

  Code for JCMC publication that resulted from UVM B.Sc. thesis work (doi: 10.1007/s10877-022-00908-z).

  anesthesiologypythonrisk-predictionsurgical
  Language:Python 0
• pink_ribbon

  rojinnew / pink_ribbon

  A tool for predicting the chance of breast cancer based on data.

  aid3jsflaskhealthcaremachine-learningrisk-prediction
  Language:HTML 0

• waldysetio / credit-risk

  Credit Risk Prediction of loan applicants’ possibility to default by analyzing 4.999 past borrowers’ behavior and credit history using logistic regression and some other algorithms as comparison.

  credit-riskrisk-predictionlogistic-regression
  Language:Jupyter Notebook 0

• WypychKarolina / Risk-process

  Risk process simulation of insurance company PL PYTHON

  data-analysispythonrisk-predictionrisk-process
  Language:Jupyter Notebook 0

• AIMedLab / MuViTaNet

  Code for the paper "Cardiac Complication Risk Profiling for Cancer Survivors via Multi-View Multi-Task Learning", published on ICDM 2021.

  multi-task-learningmulti-view-learningcardiac-complicationcancer-survivorrisk-predictionelectronic-health-record
  Language:Python

• bcjaeger / INTERMACS-missing-data

  Comparing different strategies to impute missing values before making prediction models

  imputationrisk-prediction
  Language:TeX