{"id":50530593,"url":"https://github.com/apartsinprojects/cxr-selective-rejection","last_synced_at":"2026-06-03T13:01:34.048Z","repository":{"id":362136859,"uuid":"1257360365","full_name":"ApartsinProjects/cxr-selective-rejection","owner":"ApartsinProjects","description":"Selective multipathology chest X-ray classification via rejection — revised R3 manuscript + point-by-point response (highlighted edits)","archived":false,"fork":false,"pushed_at":"2026-06-02T19:55:48.000Z","size":14633,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-06-02T21:28:43.432Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"HTML","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/ApartsinProjects.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,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-06-02T15:52:36.000Z","updated_at":"2026-06-02T19:55:52.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/ApartsinProjects/cxr-selective-rejection","commit_stats":null,"previous_names":["apartsinprojects/cxr-selective-rejection"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/ApartsinProjects/cxr-selective-rejection","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ApartsinProjects%2Fcxr-selective-rejection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ApartsinProjects%2Fcxr-selective-rejection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ApartsinProjects%2Fcxr-selective-rejection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ApartsinProjects%2Fcxr-selective-rejection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ApartsinProjects","download_url":"https://codeload.github.com/ApartsinProjects/cxr-selective-rejection/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ApartsinProjects%2Fcxr-selective-rejection/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33865655,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-03T02:00:06.370Z","response_time":59,"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"}},"keywords":[],"created_at":"2026-06-03T13:01:32.714Z","updated_at":"2026-06-03T13:01:34.043Z","avatar_url":"https://github.com/ApartsinProjects.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Selective Multipathology Chest X-Ray Classification via Rejection Mechanisms (R3)\n\n**Live paper (GitHub Pages): \u003chttps://apartsinprojects.github.io/cxr-selective-rejection/\u003e**\n\nRevised manuscript and reviewer response for the Round-3 revision.\n\n- **[index.html](https://apartsinprojects.github.io/cxr-selective-rejection/)**: the revised manuscript. Tracked-edit highlighting versus the Round-2 version uses green for newly added content and yellow for modified content (prose, captions, and table cells). It carries 7 figures and 4 tables, evaluated on three public datasets (NIH ChestX-ray14 n=11,212, MIMIC-CXR n=8,185, PadChest n=5,000) with bootstrap confidence intervals.\n- **[response.html](https://apartsinprojects.github.io/cxr-selective-rejection/response.html)**: the point-by-point response to Reviewer 2's three concerns, each with a \"Where in the manuscript\" pointer to the relevant section, table, figure, or equation, and a Harvard-style reference list.\n- **[manuscript.docx](https://apartsinprojects.github.io/cxr-selective-rejection/manuscript.docx)** / **[manuscript_2col.docx](https://apartsinprojects.github.io/cxr-selective-rejection/manuscript_2col.docx)**: single-column and two-column Word versions with the same green/yellow tracked-edit highlighting and native (OMML) equations, suitable for track-changes review.\n\nHeadline: at a calibrated operating point, per-pathology entropy-based abstention improves balanced accuracy for all four target pathologies on NIH (gains 0.04 to 0.09 at 0.70 coverage, 95% CIs excluding zero), and the benefit replicates on MIMIC-CXR, on PadChest, on an independently trained model (including cross-dataset on MIMIC), and under leave-one-dataset-out domain shift.\n\nResearch code and reproduction pipeline: \u003chttps://github.com/ApartsinProjects/cxr-selective-rejection-code\u003e.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fapartsinprojects%2Fcxr-selective-rejection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fapartsinprojects%2Fcxr-selective-rejection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fapartsinprojects%2Fcxr-selective-rejection/lists"}