René's URL Explorer Experiment


Title: GitHub - AtlasAnalyticsLab/PathBT: Enhanced Barlow Twins for Colorectal Polyp Screening

Open Graph Title: GitHub - AtlasAnalyticsLab/PathBT: Enhanced Barlow Twins for Colorectal Polyp Screening

X Title: GitHub - AtlasAnalyticsLab/PathBT: Enhanced Barlow Twins for Colorectal Polyp Screening

Description: Enhanced Barlow Twins for Colorectal Polyp Screening - AtlasAnalyticsLab/PathBT

Open Graph Description: Enhanced Barlow Twins for Colorectal Polyp Screening - AtlasAnalyticsLab/PathBT

X Description: Enhanced Barlow Twins for Colorectal Polyp Screening - AtlasAnalyticsLab/PathBT

Opengraph URL: https://github.com/AtlasAnalyticsLab/PathBT

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:9147e697-8e80-5cca-9c0b-760e292c7030
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idE1D4:3B325D:33CB08:4574E4:698CFA68
html-safe-nonce3bf7b600b98adc7b61c091d04f140894447f7ddd78872e9376fe5c04e4e1cf74
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFMUQ0OjNCMzI1RDozM0NCMDg6NDU3NEU0OjY5OENGQTY4IiwidmlzaXRvcl9pZCI6IjI4NDI3MzMzNDA1MzE2ODU5OTIiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmacedd34fd9e25894d5828b78144ae2b86e6db11235a73a58dc34f40744c9a73fcd
hovercard-subject-tagrepository:817794509
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/AtlasAnalyticsLab/PathBT
twitter:imagehttps://opengraph.githubassets.com/b22a335da3462d1e91599ac5cbeaa0b15cb8869b6ccffaad322815f0929d4764/AtlasAnalyticsLab/PathBT
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/b22a335da3462d1e91599ac5cbeaa0b15cb8869b6ccffaad322815f0929d4764/AtlasAnalyticsLab/PathBT
og:image:altEnhanced Barlow Twins for Colorectal Polyp Screening - AtlasAnalyticsLab/PathBT
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None09447bc7ef1f50c40a646f48e82dfbd31133c28c940bfee5a938619ac0191038
turbo-cache-controlno-preview
go-importgithub.com/AtlasAnalyticsLab/PathBT git https://github.com/AtlasAnalyticsLab/PathBT.git
octolytics-dimension-user_id259667430
octolytics-dimension-user_loginAtlasAnalyticsLab
octolytics-dimension-repository_id817794509
octolytics-dimension-repository_nwoAtlasAnalyticsLab/PathBT
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id817794509
octolytics-dimension-repository_network_root_nwoAtlasAnalyticsLab/PathBT
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release02f0047575af3d968e1dea9cf0b6015a852cddfe
ui-targetcanary-2
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FAtlasAnalyticsLab%2FPathBT
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FAtlasAnalyticsLab%2FPathBT
Sign up https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=AtlasAnalyticsLab%2FPathBT
Reloadhttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT
Reloadhttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT
Reloadhttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT
AtlasAnalyticsLab https://patch-diff.githubusercontent.com/AtlasAnalyticsLab
PathBThttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FAtlasAnalyticsLab%2FPathBT
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2FAtlasAnalyticsLab%2FPathBT
Star 1 https://patch-diff.githubusercontent.com/login?return_to=%2FAtlasAnalyticsLab%2FPathBT
1 star https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/stargazers
0 forks https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/forks
Branches https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/branches
Tags https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/tags
Activity https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FAtlasAnalyticsLab%2FPathBT
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FAtlasAnalyticsLab%2FPathBT
Code https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT
Issues 0 https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/issues
Pull requests 0 https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/pulls
Actions https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/actions
Projects 0 https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/projects
Security 0 https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/security
Insights https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/pulse
Code https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT
Issues https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/issues
Pull requests https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/pulls
Actions https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/actions
Projects https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/projects
Security https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/security
Insights https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/pulse
Brancheshttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/branches
Tagshttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/tags
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/branches
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/tags
9 Commitshttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/commits/main/
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/commits/main/
Clamhttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/tree/main/Clam
Clamhttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/tree/main/Clam
assetshttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/tree/main/assets
assetshttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/tree/main/assets
pathBThttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/tree/main/pathBT
pathBThttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/tree/main/pathBT
README.mdhttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/blob/main/README.md
requirements-barlow.txthttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/blob/main/requirements-barlow.txt
requirements-barlow.txthttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/blob/main/requirements-barlow.txt
READMEhttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#enhanced-barlow-twins-for-colorectal-polyp-screening
paperhttps://arxiv.org/abs/2411.05959
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/blob/main/assets/MHIST-dallE.jpeg
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#-what-is-pathbt-
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/blob/main/assets/GitHub.png
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#augmentation-strategy
factory.pyhttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/blob/main/pathBT/factory.py
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#encoder
1https://www.sciencedirect.com/science/article/pii/S1361841522002043
2https://pubmed.ncbi.nlm.nih.gov/36318158/
ResNet-50https://pytorch.org/vision/main/models/generated/torchvision.models.resnet50.html
swin_tinyhttps://pytorch.org/vision/main/models/generated/torchvision.models.swin_t.html?highlight=swin+t#torchvision.models.swin_t
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#datasets
PCamhttps://github.com/basveeling/pcam
CRChttps://paperswithcode.com/dataset/crc
MHISThttps://bmirds.github.io/MHIST/
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#-results
CLAMhttps://github.com/mahmoodlab/CLAM
https://lunit-io.github.io/research/publications/pathology_ssl/https://lunit-io.github.io/research/publications/pathology_ssl/
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#patch-level-classification-on-kgh-datasets
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#slide-level-classification-on-kgh-datasets
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#patch-level-classification-on-pcam-dataset
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#downstream-tasking-on-crc--mhist
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#-to-train-your-own-pathbt
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#environment
config filehttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/blob/main/Clam/env.yml
herehttps://github.com/jacobgil/pytorch-grad-cam
herehttps://pypi.org/project/shap/
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#datasets-1
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#scripts
https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#-download-the-models
folderhttps://drive.google.com/drive/folders/1Ut-Tsly1kSpRl6Jh_MgyVocQZG59dWcb?usp=sharing
Readme https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT
Activityhttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/activity
Custom propertieshttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/custom-properties
1 starhttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/watchers
0 forkshttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FAtlasAnalyticsLab%2FPathBT&report=AtlasAnalyticsLab+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/AtlasAnalyticsLab/packages?repo_name=PathBT
Contributors 2https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/graphs/contributors
Please reload this pagehttps://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT
Python 99.8% https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/search?l=python
Shell 0.2% https://patch-diff.githubusercontent.com/AtlasAnalyticsLab/PathBT/search?l=shell
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.