awesome-awesomeness/html/healthcare.html

<h1 id="awesome-health-awesome">Awesome Health <a
href="https://github.com/sindresorhus/awesome"><img
src="https://cdn.jsdelivr.net/gh/sindresorhus/awesome@d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg"
alt="Awesome" /></a></h1>
<p>Curated list of awesome open source healthcare software, libraries,
tools and resources. Each link has been vetted to ensure the project is
active and provides value to healthcare facilities, providers,
developers, policy experts, and/or research scientists.</p>
<h2 id="contents">Contents</h2>
<ul>
<li><a href="#ehr">EHR</a></li>
<li><a href="#specifications">Specifications</a></li>
<li><a href="#prescribing">Prescribing</a></li>
<li><a href="#nursing">Nursing</a></li>
<li><a href="#imaging">Imaging</a></li>
<li><a href="#dental">Dental</a></li>
<li><a href="#laboratory">Laboratory</a></li>
<li><a href="#libraries">Libraries</a></li>
<li><a href="#frameworks">Frameworks</a></li>
<li><a href="#applications">Applications</a></li>
<li><a href="#phr">Personal Health Record</a></li>
<li><a href="#telemedicine">Telemedicine</a></li>
<li><a href="#integration">Integration</a></li>
<li><a href="#research">Research</a></li>
<li><a href="#hardware">Hardware</a></li>
<li><a href="#bioinformatics">Bioinformatics</a></li>
<li><a href="#books">Books</a></li>
<li><a href="#data">Data</a></li>
<li><a href="#datasets">Datasets</a></li>
<li><a href="#design">Design</a></li>
<li><a href="#empi">Enterprise Master Patient Index</a></li>
<li><a href="#machine-learning">Machine Learning</a></li>
<li><a href="#compliance">Compliance</a></li>
<li><a href="#asset-management">Asset Management</a></li>
<li><a href="#logistics">Logistics</a></li>
<li><a href="#analytics">Analytics</a></li>
</ul>
<h3 id="ehr">EHR</h3>
<ul>
<li><a href="https://akello.io">Akello</a> - Integrated Mental Health
Infrastructure</li>
<li><a href="https://www.bahmni.org">Bahmni</a> - Electronic Medical
Record and hospital system.</li>
<li><a href="https://cottagemed.org/p/26/Download-Cottage-Med">Cottage
Med</a> - Electronic Medical Record software designed by
physicians.</li>
<li><a href="https://www.gnuhealth.org">GNU Health</a> - Electronic
Medical Record, Hospital Management, and Health Information System.</li>
<li><a href="https://www.gnumed.de/documentation/">GNUmed</a> -
Electronic Medical Record software.</li>
<li><a href="https://ehrbase.org">EHRBase</a> OpenEHR Clinical Data
Repository.</li>
<li><a href="https://github.com/ppazos/cabolabs-ehrserver">EHRServer</a>
- CaboLabs EHRServer.</li>
<li><a href="https://github.com/frappe/erpnext">ERPNext</a> - Modules
that help manage patients, appointments, consultations, lab tests, and
billing.</li>
<li><a href="https://freemedforms.com/fr/start">FreeMedForms EMR</a> -
Electronic Medical Record software.</li>
<li><a href="https://hospitalrun.io">HospitalRun</a> - Helps provide the
most modern Hospital Information System possible to the least resourced
environments.</li>
<li><a href="https://hosxp.net/wordpress/">HOSxP</a> - Thai Hospital
Information System that aims to ease the healthcare workflow of health
centers and central hospitals.</li>
<li><a href="https://librehealth.io/projects/lh-ehr/">LibreHealth
EHR</a> - Clinically-focused Electronic Health Record System.</li>
<li><a href="https://medintux.org/">MedinTux</a> - French Medical
Practice Management System.</li>
<li><a href="https://github.com/medplum/medplum">Medplum</a> - Developer
platform that enables flexible and rapid development of healthcare
apps.</li>
<li><a href="https://github.com/OCA/vertical-medical">Odoo Medical</a> -
Universal Health and Hospital Information System.</li>
<li><a href="https://github.com/jact/openclinic">OpenClinic</a> -
Medical Records System.</li>
<li><a href="https://www.open-emr.org">OpenEMR</a> - Electronic Health
Records and Medical Practice Management application.</li>
<li><a href="https://openeyes.apperta.org">OpenEyes</a> - Electronic
Medical Record application for ophthalmology.</li>
<li><a href="https://sourceforge.net/projects/openhospital/">Open
Hospital</a> - Electronic Medical Record software for underprivileged
rural hospitals.</li>
<li><a href="https://github.com/IMS-MAXIMS/openMAXIMS">openMAXIMS</a> -
Full Patient Administration System designed for the NHS.</li>
<li><a href="https://openmrs.org">OpenMRS</a> - Enterprise Electronic
Medical Record System platform.</li>
<li><a href="https://bitbucket.org/oscaremr/oscar">OSCAR EMR</a> - OSCAR
McMaster Project.</li>
<li><a href="https://www.ozone-his.com">Ozone HIS</a> - The
entreprise-grade integrated health information system built with OpenMRS
3</li>
<li><a href="https://www.ripple.foundation">Ripple</a> - NHS-funded,
community led initiative working towards an integrated Digital Care
Record Platform.</li>
</ul>
<h3 id="specifications">Specifications</h3>
<ul>
<li><a
href="https://www.hl7.org/implement/standards/product_brief.cfm?product_id=7">Continuity
of Care Document</a> - Continuity of Care Document specifications</li>
<li><a href="https://dicom.innolitics.com/ciods">DICOM Standards
Browser</a> - Provides an effective way to learn the DICOM standard and
inspect DICOM attributes.</li>
<li><a href="https://www.hl7.org/fhir/">FHIR</a> - Fast Health
Interoperability Resources.</li>
<li><a
href="https://www.hl7.org/implement/standards/product_brief.cfm?product_id=185">HL7
Version 2</a> - Specifications for all versions of HL7v2</li>
<li><a href="https://www.ohdsi.org/data-standardization/">OHDSI OMOP
Common Data Model</a> - Standardized data model for many healthcare
concepts, awesome Github presence including scripts for many major
relational databases.</li>
<li><a href="https://www.openehr.org">OpenEHR</a> - Open specification
upon which software can be built.</li>
<li><a href="https://www.openmhealth.org">Open mHealth</a> - Open
Standard For Mobile Health Data.</li>
<li><a href="https://docs.smarthealthit.org/">SMART on FHIR</a> - Open
standards based technology platform.</li>
</ul>
<h3 id="prescribing">Prescribing</h3>
<ul>
<li><a
href="https://github.com/ehrscape/examples/tree/master/openep">OpenEP</a>
- Suite of medicines management apps that improve the safety and
efficiency of prescribing and medicines management.</li>
</ul>
<h3 id="nursing">Nursing</h3>
<ul>
<li><a href="https://openeobs.github.io/">open-eObs</a> - Observation
and clinical assessment platform that offers a real-time view of all
patients across a ward.</li>
</ul>
<h3 id="imaging">Imaging</h3>
<ul>
<li><a href="https://www.slicer.org">3D Slicer</a> - Cross-platform
application for analyzing, visualizing and understanding medical image
data.</li>
<li><a
href="https://github.com/cornerstonejs/cornerstone">Cornerstone</a> -
Open source project with a goal to deliver a complete web based medical
imaging platform.</li>
<li><a href="https://www.dcm4che.org/">dcm4che</a> - Clinical Image and
Object Management.</li>
<li><a href="https://github.com/bioinformatics-ua/dicoogle">Dicoogle</a>
- Dicoogle is an extensible, platform-independent and open-source
PACS</li>
<li><a href="https://github.com/nci/drishti/wiki">Drishti</a> -
Tomography and electron-microscopy data visualizer for both scientists
and lay people.</li>
<li><a href="https://github.com/DICOMcloud/DICOMcloud">DICOMcloud</a> -
A standalone DICOMweb server with RESTful implementation of the
DICOMweb/WADO services.</li>
<li><a href="https://github.com/microsoft/dicom-server">DICOM Server</a>
- OSS Implementation of DICOMweb standard.</li>
<li><a href="https://ivmartel.github.io/dwv/">DICOM Web Viewer</a> -
JavaScript/HTML5-based DICOM viewer with standard tools and a focus on
supporting various screen sizes.</li>
<li><a href="https://imagej.net/software/fiji/">Fiji</a> - Open-source
platform for biological-image analysis.</li>
<li><a href="https://horosproject.org">Horos</a> - Medical image
viewer.</li>
<li><a href="https://invesalius.github.io">InVesalius</a> - Open source
software for reconstruction of computed tomography and magnetic
ressonance images.</li>
<li><a href="https://itk.org/">ITK</a> - Toolkit used for the
development of image segmentation and image registration programs with
leading-edge algorithms in 2 and 3 dimensions.</li>
<li><a href="http://www.itksnap.org/pmwiki/pmwiki.php">ITK-SNAP</a> -
Interactive software for 3 dimensional image navigation, annotation, and
automatic segmentation with an emphasis on user-friendliness.</li>
<li><a href="https://librehealth.io/projects/lh-radiology/">LibreHealth
Radiology</a> - Customized version of LibreHealth Toolkit with
additional tools for radiology and imaging professionals.</li>
<li><a href="https://github.com/kaapana/kaapana">Kaapana</a> - Open
source toolkit for state of the art platform provisioning in the field
of medical data analysis.</li>
<li><a href="https://kheops.online">Kheops</a> - Open source platform
for sharing medical images</li>
<li><a href="https://github.com/OHIF/Viewers">OHIF</a> - OHIF
zero-footprint DICOM viewer and oncology specific Lesion Tracker.</li>
<li><a href="https://github.com/ome/openmicroscopy">Omero</a> - open
source client/server system written in Java for visualizing, managing,
and annotating microscope images and metadata</li>
<li><a href="https://openrem.org/">OpenREM</a> - Radiation Exposure
Monitoring for physicists.</li>
<li><a href="https://github.com/openslide/openslide">OpenSlide</a> - is
a C library for reading whole slide image files.</li>
<li><a href="https://www.orthanc-server.com">Orthanc</a> - Lightweight
DICOM server for healthcare and medical research.</li>
<li><a href="https://github.com/rii-mango/Papaya">Papaya</a> - Pure
JavaScript medical research image viewer.</li>
<li><a href="https://github.com/ImagingDataCommons/slim">Slim</a> -
Interoperable web viewer and annotation tool for computational
pathology.</li>
<li><a href="https://github.com/hms-dbmi/viv">Viv</a> - multiscale
visualization of high-resolution multiplexed bioimaging data on the
web.</li>
<li><a href="https://vtk.org">VTK</a> - 3 dimensional visualization
toolkit supporting a variety of algorithms and modeling techniques.</li>
</ul>
<h3 id="dental">Dental</h3>
<ul>
<li><a href="https://www.opendental.com">Open Dental</a> - Dental
Practice Management Software.</li>
<li><a href="https://openmolar.com/">OpenMolar</a> - Dental Practice
Management Software.</li>
</ul>
<h3 id="laboratory">Laboratory</h3>
<ul>
<li><a href="https://openelis-global.org">OpenELIS</a> - Laboratory
Information System for Global Health.</li>
<li><a href="https://www.senaite.com">SENAITE</a> - Laboratory
Information Management System.</li>
</ul>
<h3 id="frameworks">Frameworks</h3>
<ul>
<li><a href="https://github.com/smart-on-fhir/api-server">API Server</a>
- FHIR Server to support patient- and clinician-facing apps.</li>
<li><a href="https://github.com/samply/blaze">Blaze</a> - A FHIR Store
with internal, fast CQL Evaluation Engine</li>
<li><a href="https://github.com/carekit-apple/CareKit/">CareKit</a> -
Open source software framework for creating apps that help people better
understand and manage their health.</li>
<li><a href="https://github.com/clinical-meteor">Clinical Meteor
project</a> - Meteor for FDA, HIPAA, and HL7 compliant
applications.</li>
<li><a
href="https://github.com/cqframework/clinical_quality_language">Clinical
Quality Language</a> - Clinical Quality Language is a HL7 standard for
the expression of clinical knowledge.</li>
<li><a href="https://github.com/VectorInstitute/cyclops">CyclOps</a> -
Framework for healthcare ML implementation.</li>
<li><a href="https://fhirbase.github.io">FHIRBase</a> - Storage based on
the FHIR Standard.</li>
<li><a href="https://github.com/microsoft/fhir-proxy">FHIR Proxy</a> -
secure application that acts as an intermediary in the transfer of FHIR
data to and from Azure API.</li>
<li><a
href="https://github.com/awslabs/fhir-works-on-aws-deployment">FHIR
Works on AWS</a> - FHIR Works on AWS deployment.</li>
<li><a href="https://github.com/Microsoft/fhir-server">FHIR Server for
Azure</a> - A .NET Core implementation of the FHIR standard.</li>
<li><a href="https://inferno-framework.github.io">Inferno</a> -
providing testing tools for the FHIR</li>
<li><a href="https://github.com/intervention-engine/fhir">Intervention
Engine FHIR Server</a> - Generic FHIR server implementation in
GoLang.</li>
<li><a href="https://github.com/LinuxForHealth/FHIR">LinuxForHealth FHIR
Server</a> - Modular Java implementation of version 4 of the HL7 FHIR
specification.</li>
<li><a href="https://github.com/medblocks/medblocks-ui">Medblocks UI</a>
- Web Components for rapid development of openEHR and FHIR systems.</li>
<li><a href="https://opal.openhealthcare.org.uk/">Opal</a> - Framework
for building clinical applications.</li>
<li><a href="https://github.com/ResearchKit/ResearchKit">ResearchKit</a>
- Software framework that makes it easy to create apps for medical
research or for other research projects.</li>
<li><a href="https://github.com/FirelyTeam/spark">Spark</a> - Public
domain FHIR server developed in C#.</li>
<li><a href="https://github.com/FHIR/sushi">Sushi</a> - a reference
implementation command-line interpreter/compiler for FHIR</li>
<li><a
href="https://github.com/smart-on-fhir/Swift-SMART">Swift-SMART</a> -
Swift SMART on FHIR framework for iOS and OS X.</li>
</ul>
<h3 id="libraries">Libraries</h3>
<ul>
<li><a href="https://github.com/google/android-fhir">Android FHIR
SDK</a> - The Android FHIR SDK</li>
<li><a href="https://github.com/openehr/archie">Archie</a> - OpenEHR
Library written in Java.</li>
<li><a
href="https://github.com/bluehalo/node-fhir-server-core">Asymmetrik FHIR
API Server</a> - A secure REST implementation for the HL7 FHIR
Specification.</li>
<li><a href="https://github.com/datamol-io/datamol">Datamol</a> -
Molecular Manipulation Made Easy. A light Python wrapper build on top of
RDKit.</li>
<li><a href="https://dicom.offis.de/dcmtk.php.en">DCMTK</a> - DICOM
Toolkit.</li>
<li><a href="https://github.com/suyashkumar/dicom">dicom</a> - High
Performance DICOM Medical Image Parser in GoLang.</li>
<li><a href="https://github.com/theislab/ehrapy/">ehrapy</a> -
Electronic Health Record analysis in Python.</li>
<li><a href="https://github.com/rexcardan/Evil-DICOM">Evil-DICOM</a> -
C# DICOM Library.</li>
<li><a href="https://github.com/fo-dicom/fo-dicom">Fellow Oak DICOM</a>
- DICOM for .NET, .NET Core, Universal Windows, Android, iOS, Mono, and
Unity.</li>
<li><a href="https://github.com/Vermonster/fhir-kit-client">FHIRKit
Client</a> - Node FHIR client library.</li>
<li><a href="https://github.com/apple/FHIRModels">FHIRModels</a> -
FHIRModels is a Swift library for FHIR resource data models.</li>
<li><a href="https://github.com/FirelyTeam/firely-net-sdk">FHIR .NET
API</a> - The official .NET API for HL7 FHIR.</li>
<li><a href="https://github.com/FHIR/fhir.js">fhir.js</a> - JavaScript
client for FHIR.</li>
<li><a href="https://github.com/google/fhir">FHIR protocol buffers</a> -
A Google implementation of protocol buffers for FHIR.</li>
<li><a href="https://github.com/microsoft/graphir">Graphir</a> - GraphQL
interface over FHIR API</li>
<li><a href="https://github.com/hapifhir/hapi-fhir">HAPI FHIR</a> - Java
API for HL7 FHIR Clients and Servers.</li>
<li><a href="https://github.com/jembi/hearth">Hearth</a> - A fast
FHIR-compliant server focused on longitudinal data stores.</li>
<li><a
href="https://github.com/projectcypress/health-data-standards">Health
data standards</a> - Ruby library for generating and consuming various
healthcare related formats. These include HITSP C32, QRDA Category I,
and QRDA Category III.</li>
<li><a href="https://github.com/wardle/hermes">Hermes</a> - a SNOMED CT
terminology server.</li>
<li><a href="https://github.com/metriport/metriport">Metriport</a> -
Open-source universal API for healthcare data.</li>
<li><a
href="https://www.mitk.org/wiki/The_Medical_Imaging_Interaction_Toolkit_(MITK)">MITK</a>
- The Medical Imaging Interaction Toolkit.</li>
<li><a href="https://github.com/uk-fci/nhs-number">nhs-numbers</a> -
Python package to provide utilities for NHS Numbers, including validity
checks, normalisation, and generation.</li>
<li><a href="https://github.com/MatthewVita/node-hl7-complete">Node
HL7</a> - Node module that is bridged with the Java Hapi HL7
library.</li>
<li><a
href="https://github.com/RedoxEngine/redox-hl7-v2">Node-hl7-parser</a> -
Open source version of Redox’s HL7 v2 to schema-fied JSON parser.</li>
<li><a href="https://github.com/dcarbone/php-fhir">php-fhir</a> - Tools
for creating PHP classes from the HL7 FHIR Specification.</li>
<li><a href="https://github.com/pydicom/pynetdicom">pynetdicom</a> - A
Python implementation of the DICOM networking protocol.</li>
<li><a href="https://github.com/johnpaulett/python-hl7">Python HL7</a> -
Simple library for parsing messages of HL7 version 2.x into Python
objects.</li>
<li><a href="https://github.com/smart-on-fhir/client-py">Python SMART on
FHIR client</a> - Flexible Python client for FHIR servers supporting the
SMART on FHIR protocol.</li>
<li><a href="https://github.com/keironstoddart/edi-835-parser">Python
835 Parser</a> - A simple-to-use Python interface to EDI 835 Health Care
Claim Payment and Remittance Advice files.</li>
<li><a href="https://github.com/fhir-crucible/fhir_client">Ruby FHIR</a>
- FHIR client implementation in Ruby.</li>
<li><a href="https://github.com/segfault/ruby-hl7">Ruby HL7</a> - Ruby
HL7 library.</li>
<li><a href="https://github.com/itsbalamurali/rust-fhir">Rust FHIR</a> -
Rust SDK for HL7 FHIR</li>
<li><a
href="https://github.com/mlmed/torchxrayvision">TorchXRayVision</a> - A
library for chest X-ray datasets and models. Including pre-trained
models.</li>
</ul>
<h3 id="applications">Applications</h3>
<ul>
<li><a href="https://github.com/intervention-engine/ie">Intervention
Engine</a> - Provides a web-application for data-driven team
huddles.</li>
<li><a href="https://github.com/smart-on-fhir/growth-chart-app">SMART
Pediatric Growth Chart</a> - Pediatric growth charts.</li>
<li><a href="https://github.com/simpledotorg/">Simple</a> - For
clinicians to track patients with high blood pressure.</li>
</ul>
<h3 id="phr">PHR</h3>
<ul>
<li><a href="https://github.com/fastenhealth/fasten-onprem">Fasten
Health</a> - open-source, self-hosted, personal/family electronic
medical record aggregator</li>
<li><a href="https://github.com/tidepool-org">Tidepool</a> - Data
platform to reduce the burden of Type 1 Diabetes.</li>
<li><a
href="https://github.com/healthlocker/healthlocker">HealthLocker</a> -
Elixir-based personal health record.</li>
</ul>
<h3 id="telemedicine">Telemedicine</h3>
<ul>
<li><a href="https://hcw-at-home.com">Healthcare worker at home</a> - ​
Open Source Telehealth software</li>
</ul>
<h3 id="research">Research</h3>
<ul>
<li><a href="https://www.i2b2.org">i2b2</a> - Research data
warehouse.</li>
<li><a
href="https://www.labkey.com/products-services/labkey-server/">LabKey
Server</a> - Platform for Translational Research.</li>
</ul>
<h3 id="integration">Integration</h3>
<ul>
<li><a href="https://github.com/microsoft/FHIR-Converter">FHIR
Converter</a> - an open source project that enables conversion of health
data from legacy formats to FHIR.</li>
<li><a
href="https://github.com/GoogleCloudPlatform/healthcare-data-harmonization">Google
HCLS Data Harmonization</a> - an engine that converts data of one
structure to another</li>
<li><a href="https://github.com/nextgenhealthcare/connect">NextGen
Connect Integration Engine</a> - The swiss army knife of healthcare
integration.</li>
<li><a href="https://github.com/oehf/ipf">Open eHealth Integration
Platform</a> - An extension of the Apache Camel routing and mediation
engine</li>
<li><a href="http://openhim.org/">OpenHIM</a> - Health information
mediator.</li>
<li><a href="https://zato.io/en/industry/healthcare/index.html">Zato</a>
- A Python-based ESB and integration platform for healthcare
interoperability, automation and orchestration.</li>
</ul>
<h3 id="hardware">Hardware</h3>
<ul>
<li><a href="https://github.com/nebulabio/gluco">Gluco</a> -
Glucometer.</li>
<li><a
href="https://hackaday.io/project/9281-murgen-open-source-ultrasound-imaging">Murgen</a>
- Ultrasound imaging development kit.</li>
<li><a href="https://openaps.org/">OpenAPS</a> - The Open Artificial
Pancreas System project is an open and transparent effort to make safe
and effective basic Artificial Pancreas System.</li>
</ul>
<h3 id="bioinformatics">Bioinformatics</h3>
<ul>
<li><a href="https://github.com/bigdatagenomics/adam">ADAM</a> -
Genomics analysis platform.</li>
<li><a href="https://github.com/bcbio/bcbio-nextgen">Bcbio</a> -
Validated, scalable, community developed variant calling, RNA-seq and
small RNA analysis.</li>
<li><a href="https://galaxyproject.org/">Galaxy</a> - Open web-based
platform for data intensive biomedical research.</li>
<li><a href="https://ehubio.ehu.eus/wregex/">Wregex</a> - Amino acid
motif searching software with optional Position-Specific Scoring
Matrix.</li>
</ul>
<h3 id="books">Books</h3>
<ul>
<li><a href="https://github.com/goinvo/EHR">Inspired EHRs</a> - Ideas,
designs, and techniques for designing an Electronic Health Record
(EHR).</li>
</ul>
<h3 id="data">Data</h3>
<ul>
<li><a href="https://github.com/atlas-bi/Library">Atlas BI Library</a>
The unified report library.</li>
<li><a href="http://www.caisis.org/">Caisis</a> - Oncology research
software with a Patient Data Management System.</li>
<li><a href="https://github.com/mitre/cedar">Cedar</a> - Open source
tool for testing the strength of Electronic Clinical Quality
Measure.</li>
<li><a href="https://ctakes.apache.org/">cTAKES</a> - Natural Language
Processing System for extraction of information from Electronic Medical
Record clinical free-text.</li>
<li><a href="https://github.com/aphp/edsnlp">EDS_NLP</a> - provides a
set of spaCy components to extract information from clinical notes
written in French</li>
<li><a href="https://github.com/aphp/eds-scikit">eds-scikit</a> - a tool
to assist data scientists working on the AP-HP’s Clinical Data
Warehouse. It is specifically targeted for OMOP-standardized data.</li>
<li><a href="https://www.ihris.org/toolkit-new/">IHRIS</a> - Health
Information System for management of human resources for health.</li>
<li><a href="https://www.opensafely.org">OpenSAFELY</a> - Secure
analytics platform for Electronic Health Records in the NHS.</li>
<li><a href="https://github.com/b2ihealthcare/snow-owl">Snow Owl</a> -
Highly scalable, open source terminology server with revision-control
capabilities and collaborative authoring platform features.</li>
<li><a href="https://github.com/synthetichealth/synthea">Synthea Patient
Generator</a> - Synthetic patient generator that models the medical
history of synthetic patients.</li>
</ul>
<h3 id="datasets">Datasets</h3>
<ul>
<li><a href="https://github.com/beamandrew/medical-data">Medical Data
for Machine Learning</a> - Curated list of medical data for machine
learning.</li>
</ul>
<h3 id="design">Design</h3>
<ul>
<li><a href="https://github.com/goinvo/HealthDeterminants">Determinants
of Health</a> - Determinants of Health Visualization.</li>
<li><a href="https://github.com/resolvetosavelives/healthicons">Health
Icons</a> - A collection of open source icons for public health
projects.</li>
</ul>
<h3 id="empi">EMPI</h3>
<ul>
<li><a href="https://github.com/MohawkMEDIC/client-registry">MEDIC
Client Registry RI</a> - The Mohawk College MARC-HI/MEDIC Client
Registry EMPI Implementation.</li>
</ul>
<h3 id="machine-learning">Machine learning</h3>
<ul>
<li><a href="https://healthcare.ai">Healthcare.ai</a> - Python and R
tools for healthcare machine learning.</li>
<li><a
href="https://github.com/shibing624/MedicalGPT/blob/main/README_EN.md">MedicalGPT</a>
- Training Your Own Medical GPT Model with ChatGPT Training
Pipeline.</li>
<li><a href="https://github.com/Project-MONAI/MONAI">MONAI</a> - AI
Toolkit for Healthcare Imaging.</li>
<li><a href="https://github.com/sunlabuiuc/PyHealth">PyHealth</a> - A
Deep Learning Python Toolkit for Healthcare Application.</li>
</ul>
<h3 id="asset-management">Asset Management</h3>
<ul>
<li><a href="https://github.com/virtalabs/tapirx">Tapirx</a> - Networked
medical device discovery and identification.</li>
</ul>
<h3 id="logistics">Logistics</h3>
<ul>
<li><a href="https://github.com/seattleflu/id3c">ID3C</a> - Data
logistics system enabling real-time genomic epidemiology.</li>
<li><a href="https://github.com/openboxes/openboxes">OpenBoxes</a> - an
Open Source Inventory and Supply Chain Management System.</li>
<li><a href="https://openlmis.org">OpenLMIS</a> - Open source,
web-based, electronic logistics management information system (LMIS)
software, purpose-built to manage health commodity supply chains.</li>
</ul>
<p><a href="https://github.com/kakoni/awesome-healthcare">healthcare.md
Github</a></p>