medical-data

There are 1 repository under medical-data topic.

• poga / awesome-federated-learning

  resources about federated learning and privacy in machine learning

  deep-learningfederated-learningmedical-dataprivacy
  519

• safe-graph / RioGNN

  Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks

  graph-neural-networksfraud-detectionmachine-learning-algorithmsgraph-algorithmsmedical-datareinforcement-learning
  Language:Python 63

• raamana / pyradigm

  Research data management in biomedical and machine learning applications

  machine-learningworkflowautomationpythondatastructuresuserfriendlypandasdatasciencemachine-learning-workflowsmedical-databiomedicaldata-structuresdata-integrationneuroscienceneuroinformaticsneuroimaging
  Language:Python 26

• marcjulianschwarz / watchlib

  watchlib is a Python module providing tools for loading, analyzing and visualizing Apple Watch health data.

  healthdata-sciencedata-visualizationanimationappleapple-watchmedical-datapython
  Language:Python 17

• topspinj / medcodes

  A Python package for standardizing medical data

  pythonmedical-data
  Language:Python 16

• AsianZeus / Clinical-ICD10-Code-Prediction

  This repository includes API to get ICD-10 codes from descriptions. The Model is a transformer based on BERT. The embeddings are being finetuned based on the following paper: https://arxiv.org/abs/1904.03323 .

  icd-10clinical-bertmedical-data
  Language:Python 15

• migraf / fhir-kindling

  HL7 FHIR client library. Sync and async crud operations against R4 FHIR servers. Resource validation & serialization

  fhirfhir-clientpythonhl7pydanticdata-sciencemedicalmedical-data
  Language:Python 14

• vafaei-ar / medical-datasets

  I list all the medical data sets I find in my researches.

  medical-datasetsmedical-imagingmedical-data
  13

• brain-link / scanhub-ui

  Cloud-based user interface for ScanHub, an open-source and multi-modal acquisition platform for medical data

  cloud-platformdata-acquisitionmedical-datamedical-imagingopen-sourceuimri
  Language:TypeScript 6

• jalajthanaki / medical_notes_extractive_summarization

  Extractive summarizationof medical transcriptions

  summarizationmedical-dataextractive-text-summarizationtf-idf-vectorizerranking-algorithm
  Language:Python 6

• dheerajmohan / Private-IoMT-Blockchain

  A private blockchain developed in Ethereum for a network of Raspberry Pis

  blockchainethereumethereum-dappsmart-contractsraspberry-pidata-securitymedical-datagethencryptionmetamaskiomthacktoberfest
  Language:JavaScript 5

• danielfrees / scrapemed

  ScrapeMed: Data scraping for PubMed Central.

  datadata-sciencedata-scraperembeddingsmedical-datapubmedpubmed-centralpubmed-parserpythonscrapingscraping-pythonscrapemed
  Language:Python 4

• abhirup-ghosh / medical-appointment-no-shows

  LightGBM no-show predictor + AWS deployment (EC2 + Elastic Beanstalk)

  aws-ec2aws-elasclassificationdockerflaskimbalancedlightgbmmedical-data
  Language:Jupyter Notebook 3

• AlSaeed / Data-Collection-of-Medical-Papers-with-Student-Authors

  The code used to collect data about medical journal papers with at least 1 student author since 2012

  data-collectionmedical-dataxlsxwritercrawlingparsing
  Language:Python 3

• Interactive-Media-Lab-Data-Science-Team / Interactive-Machine-Learning-Tool-for-Risk-Factor-Analysis

  Risk Factor Analysis for Medical Data, Open-source Machine Learning Platform

  machine-learninginteractive-machine-learninginformaticsflaskrisk-factor-analysismedical-data
  Language:Python 3

• MillerAdulu / afyaboraapp

  A Flutter application to allow users manage their own medical data

  fluttermedical-dataflutter-materialflutter-apps
  Language:Dart 3

• OdedMous / Medical-Text-Classification

  Develop a NLP classifier for detecting medical domains in texts, using a Siamese Neural Network. Libraries: PyTorch, HuggingFace, scikit-learn, Plotly

  nlpclassificationdissimilarity-spacemedical-datasiamese-neural-network
  Language:Jupyter Notebook 3

• czephyr / heart_disease_classification

  🫀 Prediction of incidence of Heart Disease in respondents based on lifestyle indicators such as BMI, Age, physical activity, diseases and mental health.

  rsupervised-learninglogistic-regressionmedical-data
  Language:R 2

• RomeuTMC / Medical.Info

  Create a global repository of public data for people with allergies or chronic illnesses, in order to serve as a guidance for rescue services, contact details among others.

  medical-applicationmedicalmedical-informationpublic-healthpublic-datamedicinealertviewqr-codeapipolicy-iterationemergencyemergency-servicesmedical-data
  Language:C# 2

• sberbank-ai-lab / RuMedBench

  https://arxiv.org/abs/2201.06499

  pytorchrussian-languagemedical-databert-fine-tuning
  Language:Python 2

• sfpugh / Naturally-Adversarial-Datasets

  An approach to curating naturally adversarial datasets.

  adversarial-examplescyber-physical-systemsdata-programmingmedical-cyber-physical-systemsmedical-datanatural-adversarial-examplesrobustnessweak-supervision
  Language:Python 2

• vafaei-ar / medical_datascience

  This repository contains the medical data science course codes, presented in "maktabkhooneh".

  data-sciencemaktabkhoonehmedicalmedical-datamedical-data-sciencepython-for-medicine
  Language:Jupyter Notebook 2

• avik-pal / MURA.jl

  Densenet and Other Models on the MURA (musculoskeletal radiographs) Dataset using Flux

  densenetfluxjuliamuramedical-datacomputer-vision
  Language:Julia 1

• basedrhys / non-roi-masking

  Evaluation of non-ROI masking to improve OOD generalization in chest x-ray disease classification

  chest-xraysclassificationmedical-datamedical-imagingood-generalization
  Language:Jupyter Notebook 1

• boston-aim / medical-data

  Open Medical Data

  healthcaremedicinemedical-datamedical-imagingtime-serieswaveformelectronic-health-records
  Language:SCSS 1

• chrisPiemonte / sbd-severity-analysis

  Deep Learning (CNN) for prediction of severity in subjects suffering from sleep breathing disorders.

  deep-learningconvolutional-neural-networkstensorflowpythonpandasjupyterlabmatplotlibscikit-learnkddmedical-datasleep-breathing-disorderscnn
  Language:Jupyter Notebook 1

• enyangxxx / udemy_applied_ml_healthcare

  Udemy Course: Applied Machine Learning For Healthcare

  machine-learningmedical-datasklearnkerasudemy
  Language:Jupyter Notebook 1

• haissaoui / Portfolio-Project-US-Medical-Insurance-Costs

  The "US Medical Insurance Costs" project explores and analyzes a dataset containing medical insurance costs for patients in the United States. The project was completed as part of the Codecademy Data Science Career Path.

  data-analysisdata-visualizationhealth-insurancejupyter-notebookmatplotlibmedical-datapandaspythonseaborn
  Language:Jupyter Notebook 1

• jo-ui / EHR-Management-System

  Electronic health record management system provide standards inside healthcare organizations for the exchange, integration, sharing and retrieval of electronic health information; support clinical practice; and support the management, delivery and evaluation of health services.

  ehrhealthmedical-datamern-stack
  Language:PHP 1

• loubnabnl / canine-mednli

  CANINE for Medical Natural Language Inference on MedNLI data, as part of the Algorithms for Speech and NLP course of the MVA master program.

  nlptransformersbertcaninenlimedical-datatokenizationhuggingfacehuggingface-transformers
  Language:Python 1

• OdedMous / Enhancing-By-Supporting-tasks-Components

  In this project, we propose to deal with the data scarcity problem in a specific NLP task by harnessing existing annotated datasets from related tasks. Our approach involves training a multi-head architecture concurrently on both the main task and these “supporting” tasks. We experimented this approach on medical NLP tasks and on three GLUE tasks.

  deep-learningmedical-datanatural-language-processing
  Language:Python 1

• pharnisch / MEDDOPROF

  Approach for the MEDDOPROF (Medical Documents Profession Recognition) competition on spanish data.

  nlpnermedical-data
  Language:Python 1

• seoulai / psml

  medical data analytics using python and sql

  medical-datasqlpythonmachine-learninganalytics
  Language:Jupyter Notebook 1

• University-Clinic-of-Neuroradiology / python-bootcamp

  A Python bootcamp for medical students designed to teach basic DICOM and imaging data handling skills.

  bootcampmedical-datamedical-data-analysismedical-image-analysismedical-image-processingpython
  1

• group9ine / nn-gait-recognition

  Using a RNN to detect pathological gaits from sequential skeleton data collected with an Azure Kinect sensor (link below).

  gait-recognitionmedical-datarnn
  0

• LiKai-leave / Medical-Data-Center

  This is a test

  deep-learningheartmedical-datapython
  0