René's URL Explorer Experiment


Title: GitHub - HiLab-git/SUGFW

Open Graph Title: GitHub - HiLab-git/SUGFW

X Title: GitHub - HiLab-git/SUGFW

Description: Contribute to HiLab-git/SUGFW development by creating an account on GitHub.

Open Graph Description: Contribute to HiLab-git/SUGFW development by creating an account on GitHub.

X Description: Contribute to HiLab-git/SUGFW development by creating an account on GitHub.

Opengraph URL: https://github.com/HiLab-git/SUGFW

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:f207b116-24e1-89aa-f476-2630b6acfeb4
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idE134:2C5DE1:54DA83A:7372473:69782AFE
html-safe-noncefd2f9e2104252f4d4bdb0e363bbc91750de985b9dcb88d6c0435f6fcb23012a4
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFMTM0OjJDNURFMTo1NERBODNBOjczNzI0NzM6Njk3ODJBRkUiLCJ2aXNpdG9yX2lkIjoiODU3NTg5NzU3OTc4OTIzMjg5NCIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmaca76a661ae56832b72f9c03768974251fea0b936de1018ed4d14018a5169078b2
hovercard-subject-tagrepository:1007567277
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/HiLab-git/SUGFW
twitter:imagehttps://opengraph.githubassets.com/729c8ff23cd4fe41fd9332f3113018be105b393f756e20820ed95eb103fb06f4/HiLab-git/SUGFW
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/729c8ff23cd4fe41fd9332f3113018be105b393f756e20820ed95eb103fb06f4/HiLab-git/SUGFW
og:image:altContribute to HiLab-git/SUGFW development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None2981c597c945c1d90ac6fa355ce7929b2f413dfe7872ca5c435ee53a24a1de50
turbo-cache-controlno-preview
go-importgithub.com/HiLab-git/SUGFW git https://github.com/HiLab-git/SUGFW.git
octolytics-dimension-user_id49702417
octolytics-dimension-user_loginHiLab-git
octolytics-dimension-repository_id1007567277
octolytics-dimension-repository_nwoHiLab-git/SUGFW
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id1007567277
octolytics-dimension-repository_network_root_nwoHiLab-git/SUGFW
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
release8cc3e064910e26648760f573a358cfc07c97b42c
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/HiLab-git/SUGFW#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FHiLab-git%2FSUGFW
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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FHiLab-git%2FSUGFW
Sign up https://github.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=HiLab-git%2FSUGFW
Reloadhttps://github.com/HiLab-git/SUGFW
Reloadhttps://github.com/HiLab-git/SUGFW
Reloadhttps://github.com/HiLab-git/SUGFW
HiLab-git https://github.com/HiLab-git
SUGFWhttps://github.com/HiLab-git/SUGFW
Notifications https://github.com/login?return_to=%2FHiLab-git%2FSUGFW
Fork 0 https://github.com/login?return_to=%2FHiLab-git%2FSUGFW
Star 10 https://github.com/login?return_to=%2FHiLab-git%2FSUGFW
10 stars https://github.com/HiLab-git/SUGFW/stargazers
0 forks https://github.com/HiLab-git/SUGFW/forks
Branches https://github.com/HiLab-git/SUGFW/branches
Tags https://github.com/HiLab-git/SUGFW/tags
Activity https://github.com/HiLab-git/SUGFW/activity
Star https://github.com/login?return_to=%2FHiLab-git%2FSUGFW
Notifications https://github.com/login?return_to=%2FHiLab-git%2FSUGFW
Code https://github.com/HiLab-git/SUGFW
Issues 0 https://github.com/HiLab-git/SUGFW/issues
Pull requests 0 https://github.com/HiLab-git/SUGFW/pulls
Actions https://github.com/HiLab-git/SUGFW/actions
Projects 0 https://github.com/HiLab-git/SUGFW/projects
Security 0 https://github.com/HiLab-git/SUGFW/security
Insights https://github.com/HiLab-git/SUGFW/pulse
Code https://github.com/HiLab-git/SUGFW
Issues https://github.com/HiLab-git/SUGFW/issues
Pull requests https://github.com/HiLab-git/SUGFW/pulls
Actions https://github.com/HiLab-git/SUGFW/actions
Projects https://github.com/HiLab-git/SUGFW/projects
Security https://github.com/HiLab-git/SUGFW/security
Insights https://github.com/HiLab-git/SUGFW/pulse
Brancheshttps://github.com/HiLab-git/SUGFW/branches
Tagshttps://github.com/HiLab-git/SUGFW/tags
https://github.com/HiLab-git/SUGFW/branches
https://github.com/HiLab-git/SUGFW/tags
5 Commitshttps://github.com/HiLab-git/SUGFW/commits/main/
https://github.com/HiLab-git/SUGFW/commits/main/
UC-SAMhttps://github.com/HiLab-git/SUGFW/tree/main/UC-SAM
UC-SAMhttps://github.com/HiLab-git/SUGFW/tree/main/UC-SAM
UNethttps://github.com/HiLab-git/SUGFW/tree/main/UNet
UNethttps://github.com/HiLab-git/SUGFW/tree/main/UNet
checkpointhttps://github.com/HiLab-git/SUGFW/tree/main/checkpoint
checkpointhttps://github.com/HiLab-git/SUGFW/tree/main/checkpoint
datahttps://github.com/HiLab-git/SUGFW/tree/main/data
datahttps://github.com/HiLab-git/SUGFW/tree/main/data
preprocessinghttps://github.com/HiLab-git/SUGFW/tree/main/preprocessing
preprocessinghttps://github.com/HiLab-git/SUGFW/tree/main/preprocessing
.gitignorehttps://github.com/HiLab-git/SUGFW/blob/main/.gitignore
.gitignorehttps://github.com/HiLab-git/SUGFW/blob/main/.gitignore
README.mdhttps://github.com/HiLab-git/SUGFW/blob/main/README.md
README.mdhttps://github.com/HiLab-git/SUGFW/blob/main/README.md
pyproject.tomlhttps://github.com/HiLab-git/SUGFW/blob/main/pyproject.toml
pyproject.tomlhttps://github.com/HiLab-git/SUGFW/blob/main/pyproject.toml
READMEhttps://github.com/HiLab-git/SUGFW
https://github.com/HiLab-git/SUGFW#sugfw-a-sam-based-uncertainty-guided-feature-weighting-framework-for-cold-start-active-learning
https://github.com/HiLab-git/SUGFW#0-intro-accepted-by-miccai-2025
https://private-user-images.githubusercontent.com/132243181/458277883-4161d270-9ac6-4015-bcea-614a54fbd1b2.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3Njk0ODMzMDYsIm5iZiI6MTc2OTQ4MzAwNiwicGF0aCI6Ii8xMzIyNDMxODEvNDU4Mjc3ODgzLTQxNjFkMjcwLTlhYzYtNDAxNS1iY2VhLTYxNGE1NGZiZDFiMi5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjYwMTI3JTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI2MDEyN1QwMzAzMjZaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0yNjcyOWRiNjA0ODk1MzUxMmMyNTUyYzQzNDdjYWY1YTI5YmE3OTk5YWMzMDQ1ZTVjN2Y0MzUzYjNkZGYzYjgyJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.L4LwoHv0G223STwpVk__EOLjGchY0hkzFbImY3Vn2pM
https://github.com/HiLab-git/SUGFW#1-environment
https://github.com/HiLab-git/SUGFW#2-download-and-preprocessing
https://github.com/HiLab-git/SUGFW#21-download-sam-checkpoint
https://github.com/HiLab-git/SUGFW#22-download-data
herehttps://zenodo.org/records/8026660
herehttps://www.dropbox.com/scl/fi/nero2nlaocdcdfhzwu5h0/2018_UTAH_MICCAI.zip?rlkey=vkkfrkc2l6x1e61jqyutb35qn&e=1&dl=0
https://github.com/HiLab-git/SUGFW#place-the-raw-data-as-follows-for-preprocessing
https://github.com/HiLab-git/SUGFW#23-preprocessing
https://github.com/HiLab-git/SUGFW#3-how-to-use-this-code
https://github.com/HiLab-git/SUGFW#31-run-preprocessing
https://github.com/HiLab-git/SUGFW#32-get-uncertainty
https://github.com/HiLab-git/SUGFW#33-sampling
https://github.com/HiLab-git/SUGFW#34-train
https://github.com/HiLab-git/SUGFW#for-different-selection-methods-just-change-the-csv_path-of-selected-samples
https://github.com/HiLab-git/SUGFW#35-test
https://github.com/HiLab-git/SUGFW#citation
Readme https://github.com/HiLab-git/SUGFW#readme-ov-file
Please reload this pagehttps://github.com/HiLab-git/SUGFW
Activityhttps://github.com/HiLab-git/SUGFW/activity
Custom propertieshttps://github.com/HiLab-git/SUGFW/custom-properties
10 starshttps://github.com/HiLab-git/SUGFW/stargazers
0 watchinghttps://github.com/HiLab-git/SUGFW/watchers
0 forkshttps://github.com/HiLab-git/SUGFW/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FHiLab-git%2FSUGFW&report=HiLab-git+%28user%29
Releaseshttps://github.com/HiLab-git/SUGFW/releases
Packages 0https://github.com/orgs/HiLab-git/packages?repo_name=SUGFW
Jupyter Notebook 82.8% https://github.com/HiLab-git/SUGFW/search?l=jupyter-notebook
Python 17.1% https://github.com/HiLab-git/SUGFW/search?l=python
Shell 0.1% https://github.com/HiLab-git/SUGFW/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.