Ecosystem Health

This dashboard tracks the health of JuliaHealth repositories using the latest audit outputs in assets/data/audit/results. (Updated on Mar 26, 2026 at 06:19 UTC)

Total Repositories
60
All audited repositories
Packages
48
Package repositories
Non-packages
12
Website/tools/papers/etc.
Total Contributors
88
Humans: 81, Bots: 7
Total Stars
547
Across all repositories
Packages in Registry
33
In Julia General registry
Total Open Issues
288
Current open issues across all repos
Total Open PRs
81
Current open pull requests across all repos


Standards Compliance

Package-only scope: this standards view tracks adoption of key engineering practices across JuliaHealth packages.
Each row combines a visual bar, a status label, and exact adoption values so trends are easy to interpret quickly.
Use this section to identify standards that are broadly adopted versus standards that still need focused improvement.


Packages Standards Compliance
Standard Visual Status Fraction Value
CI Workflow
Strong 42/48 87.5%
License
Strong 48/48 100.0%
Source Directory
Strong 48/48 100.0%
Test Directory
Strong 43/48 89.6%
Project.toml
Strong 48/48 100.0%
Docs Directory
Moderate 35/48 72.9%
Uses Documenter
Moderate 33/48 68.8%
GitHub Pages
Moderate 29/48 60.4%
Code Coverage
Moderate 31/48 64.6%
CONTRIBUTING.md
Needs work 3/48 6.2%
CODE_OF_CONDUCT
Needs work 3/48 6.2%

Monthly Tops

This section is sourced directly from history/monthly_tops.csv and highlights top packages for core metrics.
It captures who is leading right now in stars, monthly downloads, contributor activity, and active maintainership.
Use it as a quick leaderboard for ecosystem momentum in the latest completed run.

Snapshot month: 2026-03-01

⭐ Top 5 by Stars

  1. KomaMRI.jl192
  2. DICOM.jl60
  3. BloodFlowTrixi.jl44
  4. PubChemCrawler.jl28
  5. Thunderbolt.jl23

πŸ“₯ Top 5 by Monthly Downloads

  1. PubChemCrawler.jl121
  2. DICOM.jl116
  3. KomaMRI.jl69
  4. ITKIOWrapper.jl14
  5. NeuroAnalyzer.jl10

πŸ‘₯ Top 5 by Human Contributors

  1. DICOM.jl18
  2. KomaMRI.jl18
  3. BioMedQuery.jl8
  4. MedPipe3D.jl6
  5. Thunderbolt.jl6

πŸ› οΈ Top 5 by Active Maintainers

  1. KomaMRI.jl4
  2. MedPipe3D.jl4
  3. Thunderbolt.jl4
  4. IPUMS.jl3
  5. HealthLLM.jl2

Run Summary

This summary reads from history/run_summary.csv and shows selected operational counts.
Forks
1
Archived
2
Releases
221
Total Downloads
6861
Closed Issues
416
Closed PRs
1436
Maintenance: Active
4
Maintenance: Inactive
6
Maintenance: Concept
18
Maintenance: Abandoned
20

Full Package Data Table

This full table lists all package repositories and is sorted by stars for quick ranking.
It combines registration status, maintenance health, CI/docs coverage, and issue/PR load in one place.
Use it for deeper package-level review beyond the aggregate summary cards above.
Package Registered Status ⭐ Releases CI Docs Open issues Open PRs
KomaMRI.jl βœ“ Active 192 31 βœ“ βœ“ 91 13
DICOM.jl βœ“ Abandoned 60 17 βœ“ βœ• 19 3
BloodFlowTrixi.jl βœ“ Active 44 19 βœ“ βœ“ 3 2
PubChemCrawler.jl βœ“ Inactive 28 6 βœ“ βœ“ 2 2
Thunderbolt.jl βœ• Concept 23 0 βœ“ βœ“ 62 3
NeuroAnalyzer.jl βœ“ Active 20 2 βœ“ βœ“ 1 1
BioMedQuery.jl βœ“ Abandoned 18 10 βœ“ βœ“ 8 0
ICD_GEMs.jl βœ“ Abandoned 17 7 βœ“ βœ“ 1 0
MedEye3d.jl βœ“ Inactive 16 8 βœ“ βœ“ 16 1
FHIRClient.jl βœ“ Abandoned 13 31 βœ“ βœ“ 2 1
ARules.jl βœ“ Abandoned 12 2 βœ“ βœ“ 2 1
OMOPCDMCohortCreator.jl βœ“ Abandoned 10 11 βœ“ βœ“ 16 4
MedImages.jl βœ“ Concept 9 0 βœ“ βœ“ 3 0
PubMedMiner.jl βœ• Concept 9 0 βœ“ βœ• 2 0
MedPipe3D.jl βœ“ Concept 8 0 βœ• βœ• 17 1
HealthBase.jl βœ“ Inactive 7 7 βœ“ βœ“ 1 2
CTakesParser.jl βœ• Abandoned 6 3 βœ“ βœ• 1 0
DICOMTree.jl βœ“ Abandoned 6 1 βœ“ βœ• 2 0
OMOPCommonDataModel.jl βœ“ Active 6 6 βœ“ βœ“ 4 2
PharmaceuticalClassification.jl βœ“ Abandoned 6 3 βœ“ βœ“ 1 0
MedEval3D.jl βœ“ Concept 4 0 βœ• βœ• 3 3
OMOPCDMFeasibility.jl βœ• Concept 4 0 βœ“ βœ“ 0 4
CAOS.jl βœ“ Abandoned 3 5 βœ“ βœ“ 0 0
IPUMS.jl βœ• Concept 3 0 βœ“ βœ“ 8 1
OMOPCDMPathways.jl βœ• Concept 3 0 βœ“ βœ“ 4 8
GitHubAnalytics.jl βœ• Concept 2 0 βœ“ βœ“ 1 0
HealthDash.jl βœ• Concept 2 0 βœ• βœ“ 1 0
HealthLLM.jl βœ• Concept 2 0 βœ“ βœ“ 3 17
HealthSampleData.jl βœ“ Concept 2 0 βœ“ βœ“ 7 3
OHDSIAPI.jl βœ• Concept 2 0 βœ“ βœ“ 0 4
SMARTAppLaunch.jl βœ“ Abandoned 2 21 βœ“ βœ“ 1 0
CloToP.jl βœ• Concept 1 0 βœ• βœ• 0 0
DICOMClient.jl βœ“ Abandoned 1 1 βœ“ βœ“ 0 3
DiagnosisClassification.jl βœ“ Abandoned 1 1 βœ“ βœ“ 0 0
HealthMLBase.jl βœ“ Abandoned 1 6 βœ“ βœ“ 0 0
ITKIOWrapper.jl βœ“ Inactive 1 2 βœ“ βœ• 2 0
OMOPCDMDatabaseConnector.jl βœ“ Abandoned 1 1 βœ“ βœ• 1 0
OMOPVocabMapper.jl βœ“ Inactive 1 3 βœ“ βœ“ 2 0
WrapperITKIO.jl βœ• Concept 1 0 βœ• βœ• 0 0
BlindingIndex.jl βœ“ Concept 0 0 βœ“ βœ• 1 0
DateShifting.jl βœ“ Abandoned 0 1 βœ“ βœ“ 0 1
EHRAuthentication.jl βœ“ Abandoned 0 2 βœ“ βœ“ 0 0
FHIRClientJSON.jl βœ“ Abandoned 0 4 βœ“ βœ“ 0 0
FHIRClientXML.jl βœ“ Abandoned 0 1 βœ“ βœ“ 0 0
ITKIOWrapp.jl βœ• Concept 0 0 βœ• βœ• 0 0
MTIWrapper.jl βœ• Abandoned 0 3 βœ“ βœ• 0 0
NCEI.jl βœ• Concept 0 0 βœ“ βœ“ 0 0
SMARTBackendServices.jl βœ“ Inactive 0 6 βœ“ βœ“ 0 1

Full Non-package Data Table

This table covers non-package repositories such as websites, documentation projects, and supporting tools.
It mirrors the package view with maintenance status, CI/docs indicators, and issue/PR workload fields.
Use it to compare health signals across the broader JuliaHealth ecosystem, not just registered packages.
Repository Status ⭐ CI Docs Open issues Open PRs
JuliaHealthWebsiteOld Concept 15 βœ“ βœ• 12 2
MedPipe3DTutorial Concept 9 βœ• βœ• 0 0
juliahealth.github.io Concept 6 βœ“ βœ• 12 4
JuliaHealthLLM Concept 4 βœ“ βœ• 3 33
OMOPCDMPredictor Concept 4 βœ• βœ• 0 0
EpiJ Concept 2 βœ“ βœ• 0 0
JuliaHealthAudit Concept 2 βœ“ βœ• 0 0
JuliaHealthEcosystemPaper Concept 2 βœ• βœ“ 0 0
ObservationalHealthSubecosystemPaper Concept 2 βœ• βœ• 0 0
JuliaHealthZoo Concept 1 βœ“ βœ• 3 0
OMOPCDMMetrics Concept 1 βœ“ βœ• 0 5
juliahealth.github.io-previews Concept 0 βœ• βœ• 0 0

Contributors Overview

Contributors are grouped by audit tier (core, regular, casual) and sorted by total contributions.
Each row also shows cross-repo participation and whether the account is human or bot, based on the audit output.
This helps distinguish concentrated leadership from broad community engagement.
Login Name Tier Repos Contributions Type
AdamWysokinski Adam WysokiΕ„ski Core 3 2731 Human
cncastillo Carlos Castillo Passi Core 1 1163 Human
jakubMitura14 Jakub Mitura Core 8 879 Human
pvillacorta Pablo Villacorta Aylagas Core 1 742 Human
DilumAluthge Dilum Aluthge Core 24 644 Human
beorostica beorostica Core 1 549 Human
mirestrepo Maria Isabel Restrepo Regular 5 468 Human
mcmcgrath13 Mary McGrath Regular 3 268 Human
divital-coder Night-Glimmers Regular 6 230 Human
TheCedarPrince Jacob S. Zelko Core 19 230 Human
yolhan83 yolhan mannes Regular 1 195 Human
paulstey Paul Stey Regular 3 188 Human
kosuri-indu Kosuri Indu Core 11 156 Human
termi-official Dennis Ogiermann Regular 1 138 Human
Stockless Stockless Regular 1 120 Human
rkierulf rkierulf Regular 2 116 Human
notZaki Zaki A. Regular 1 113 Human
Nosferican JosΓ© BayoΓ‘n Santiago CalderΓ³n Occasional 1 96 Human
ParamThakkar123 Param Thakkar Regular 4 74 Human
jagiellonczyk14 jagiellonczyk14 Occasional 2 68 Human
google-labs-jules[bot] google-labs-jules[bot] Occasional 1 66 Bot
github-actions[bot] github-actions[bot] Regular 10 57 Bot
aTrotier aTrotier Occasional 1 46 Human
Jay-sanjay Jay-sanjay Regular 3 41 Human
dependabot[bot] dependabot[bot] Regular 7 34 Bot
jasonk33 Jason Katz Occasional 2 34 Human
InterdisciplinaryPhysicsTeam Interdisciplinary Physics Team (InPhyT) Occasional 1 33 Human
Mounika-Thakkallapally Mounika Thakkallapally Occasional 2 28 Human
gsahonero Guillermo Sahonero Alvarez Occasional 1 27 Human
curtcorum Curt Corum Occasional 1 24 Human
Esraa-Hassan0 Esraa Occasional 1 24 Human
timholy Tim Holy Occasional 1 22 Human
devmotion David MΓΌller-Widmann Regular 4 21 Human
fdekerme François de Kermenguy Occasional 1 20 Human
AshlinHarris Ashlin Harris Occasional 1 17 Human
Muskan121622 Muskan121622 Occasional 2 16 Human
ibacher Ian Occasional 2 15 Human
vsaase Victor Saase Occasional 1 13 Human
JanZubik Jan Zubik Regular 3 10 Human
pitmonticone Pietro Monticone Occasional 2 10 Human
AbdAlazezAhmed AbdulazizAhmed Occasional 1 9 Human
bors[bot] bors[bot] Regular 3 9 Bot
ihnorton Isaiah Norton Occasional 1 9 Human
Hetarth02 Hetarth Shah Occasional 2 8 Human
JuliaTagBot Julia TagBot Regular 8 8 Bot
tinorodriguez Tino RodrΓ­guez Occasional 1 7 Human
Vaibhavdixit02 Vaibhav Dixit Occasional 2 7 Human
00krishna Krishna Bhogaonker Occasional 2 6 Human
simonster Simon Kornblith Occasional 1 6 Human
bcbi-bot BCBI Bot Regular 3 6 Bot
MarijaGijic Marija Gijic Occasional 1 5 Human
ultradian ultradian Occasional 1 5 Human
Abdelrahman912 Abdelrahman Fathy (Tee) Occasional 1 5 Human
mateuszbaran Mateusz Baran Occasional 1 4 Human
tp2750 Thomas Poulsen Occasional 1 4 Human
KushalTrivedi19032005 Kushal Trivedi Occasional 1 4 Human
rupalimits Rupali Patel Occasional 1 4 Human
JeffBezanson Jeff Bezanson Occasional 1 3 Human
StefanKarpinski Stefan Karpinski Occasional 1 3 Human
AaronGhost AaronGhost Occasional 1 3 Human
KookiesNKareem Kareem Occasional 1 3 Human
Farreeda Farida Abdelazeez Occasional 2 2 Human
adambrewster Adam Brewster Occasional 1 2 Human
BenRussert Ben Russert Occasional 1 2 Human
tkelman Tony Kelman Occasional 1 2 Human
SimonDanisch Simon Occasional 1 2 Human
kylebeggs Kyle Beggs Occasional 1 2 Human
jw3126 Jan Weidner Occasional 1 2 Human
pabloirarrazaval Pablo Irarrazaval Occasional 1 1 Human
fossabot fossabot Occasional 1 1 Bot
MichelaRocchetti MichelaRocchetti Occasional 1 1 Human
nicoleepp Nicole Epp Occasional 1 1 Human
Keno Keno Fischer Occasional 1 1 Human
fredrikekre Fredrik Ekre Occasional 1 1 Human
fchichorro Filipe Chichorro Occasional 1 1 Human
carlobaldassi Carlo Baldassi Occasional 1 1 Human
nHackel Niklas Hackelberg Occasional 1 1 Human
asinghvi17 Anshul Singhvi Occasional 1 1 Human
logankilpatrick Logan Kilpatrick Occasional 1 1 Human
riteshbhirud Ritesh Bhirud Occasional 1 1 Human
gabuzi gabuzi Occasional 1 1 Human
thePlasm Rasmus Jepsen Occasional 1 1 Human
dublinsubway dublinsubway Occasional 1 1 Human
oscardssmith Oscar Smith Occasional 1 1 Human
ChrisRackauckas Christopher Rackauckas Occasional 1 1 Human
calberolalopez calberolalopez Occasional 1 1 Human
Dale-Black Dale-Black Occasional 1 1 Human
davidssmith David Smith Occasional 1 1 Human

Audit Visualizations

These visualizations are loaded directly from assets/data/audit/visualizations at render time, so monthly updates are picked up automatically.

Growth & Adoption

This section highlights where ecosystem interest is concentrated across repositories. It compares package adoption through stars and downloads, and also shows visibility of non-package projects.

Adoption and usage: stars + downloads across package and non-package artifacts.

packages_top15_stars.png
packages_top15_monthly_downloads.png
packages_top15_total_downloads.png
nonpackages_all_stars.png

Maintenance & Quality

These charts summarize project hygiene and maintainability signals. They show how widely docs and README quality practices are adopted.

Maintenance and quality signals: status, CI adoption, README/docs coverage.

packages_maintenance_status.png
packages_readme_completeness.png
packages_docs_audit_coverage.png

Collaboration & Workload

This block captures issue and PR pressure across repositories and contributor engagement tiers to help identify potential bottlenecks.

Collaboration pressure: issue/PR volumes and contributor engagement tiers.

packages_issues_comparison.png
packages_prs_comparison.png
contributors_top_by_total.png
contributors_engagement_tiers.png

Additional monthly snapshots (auto-discovered)

Additional monthly snapshots generated by JuliaHealthAudit.

contributors_top_by_repo_count.png
nonpackages_ci_adoption.png
nonpackages_issues_comparison.png
nonpackages_maintainers_comparison.png
nonpackages_maintenance_status.png
nonpackages_prs_comparison.png
packages_archive_status.png
packages_code_coverage.png
packages_fork_status.png
packages_github_pages_adoption.png
packages_license_types.png
packages_maturity_tiers.png
packages_releases_distribution.png
packages_standards_percentages.png
packages_stars_distribution.png
packages_style_guide_distribution.png
packages_top15_contributors.png
packages_top_releases.png

Data Transparency