{"id":128196,"name":null,"description":"We trained high performing open source models on image scans of tissue biopsies to predict endoscopic categories in inflammatory bowel disease. These predictive models can help us better understand the disease pathology and represent a step towards automated clinical recruitment strategies.","url":"https://github.com/astrazeneca/ibd-interpret","last_synced_at":"2025-09-09T10:56:15.028Z","repository":{"id":103037520,"uuid":"596144729","full_name":"AstraZeneca/ibd-interpret","owner":"AstraZeneca","description":"We trained high performing open source models on image scans of tissue biopsies to predict endoscopic categories in inflammatory bowel disease. These predictive models can help us better understand the disease pathology and represent a step towards automated clinical recruitment strategies.","archived":false,"fork":false,"pushed_at":"2023-03-03T12:11:08.000Z","size":2302,"stargazers_count":16,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-05-08T20:50:46.261Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AstraZeneca.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-02-01T15:04:10.000Z","updated_at":"2025-02-10T13:13:26.000Z","dependencies_parsed_at":null,"dependency_job_id":"1c6064a1-69c2-47eb-88f6-bebe0b46e611","html_url":"https://github.com/AstraZeneca/ibd-interpret","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/AstraZeneca/ibd-interpret","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AstraZeneca%2Fibd-interpret","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AstraZeneca%2Fibd-interpret/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AstraZeneca%2Fibd-interpret/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AstraZeneca%2Fibd-interpret/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AstraZeneca","download_url":"https://codeload.github.com/AstraZeneca/ibd-interpret/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AstraZeneca%2Fibd-interpret/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274283719,"owners_count":25256607,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-09T02:00:10.223Z","response_time":80,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":{"login":"AstraZeneca","name":"AstraZeneca","uuid":"16338928","kind":"organization","description":"Data and AI: Unlocking new science insights","email":null,"website":"https://www.astrazeneca.com/","location":"Global","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/16338928?v=4","repositories_count":33,"last_synced_at":"2023-03-03T19:42:51.767Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/AstraZeneca","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2022-11-14T05:06:13.834Z","updated_at":"2023-03-03T19:42:51.872Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AstraZeneca","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AstraZeneca/repositories"},"packages":[],"commits":{"id":6173702,"full_name":"astrazeneca/ibd-interpret","default_branch":"master","committers":null,"total_commits":null,"total_committers":null,"total_bot_commits":null,"total_bot_committers":null,"mean_commits":null,"dds":null,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":null,"last_synced_commit":null,"created_at":"2024-11-18T01:08:28.846Z","updated_at":"2024-11-18T01:08:28.846Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/astrazeneca%2Fibd-interpret/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-09T00:17:06.873Z","repositories_count":5516067,"commits_count":863537885,"contributors_count":31674216,"owners_count":916051,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":null,"events":{"total":{"WatchEvent":3},"last_year":{"WatchEvent":3}},"keywords":[],"dependencies":[],"score":null,"created_at":"2025-09-08T23:29:28.880Z","updated_at":"2025-10-07T08:34:20.417Z","avatar_url":"https://github.com/AstraZeneca.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/128196","html_url":"https://science.ecosyste.ms/projects/128196"}