{"id":27974868,"url":"https://github.com/csinva/clinical-rule-development","last_synced_at":"2026-02-27T06:54:00.180Z","repository":{"id":97069802,"uuid":"209442974","full_name":"csinva/clinical-rule-development","owner":"csinva","description":"Building and vetting clinical decision rules.","archived":false,"fork":false,"pushed_at":"2025-03-14T18:26:49.000Z","size":167562,"stargazers_count":8,"open_issues_count":0,"forks_count":2,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-05-08T00:52:08.167Z","etag":null,"topics":["ai","artificial-intelligence","clinical","decision-rules","decision-tree","emergency-medicine","explainable-ai","explainable-ml","interpretability","large-language-models","llm","machine-learning","medical","medicine","ml","pecarn","statistics","trauma","xai"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/csinva.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":"2019-09-19T02:14:46.000Z","updated_at":"2025-03-14T18:26:52.000Z","dependencies_parsed_at":"2024-10-23T23:06:30.488Z","dependency_job_id":"2dbbd230-80d0-4bbb-af5b-76d03bc77219","html_url":"https://github.com/csinva/clinical-rule-development","commit_stats":null,"previous_names":["csinva/clinical-rule-iai-evaluation","csinva/clinical-rule-dev","csinva/iai-clinical-decision-rule"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fclinical-rule-development","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fclinical-rule-development/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fclinical-rule-development/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fclinical-rule-development/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/csinva","download_url":"https://codeload.github.com/csinva/clinical-rule-development/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252978724,"owners_count":21834914,"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","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":["ai","artificial-intelligence","clinical","decision-rules","decision-tree","emergency-medicine","explainable-ai","explainable-ml","interpretability","large-language-models","llm","machine-learning","medical","medicine","ml","pecarn","statistics","trauma","xai"],"created_at":"2025-05-08T00:52:29.501Z","updated_at":"2026-02-27T06:53:55.159Z","avatar_url":"https://github.com/csinva.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"For the last few years, we've been working on improving the lifecycle of developing and validating data-driven clinical decision rules. This repo contains code for three of our papers in this space:\r\n\r\n`analyzing_patient_perspectives`: Auditing patient perspectives, underlying a cross-sectional study of sentiment and thematic classification on exception from informed consent (\u003ca href=\"https://www.nature.com/articles/s41598-025-89996-w\"\u003eKornblith et al. 2025, Nature scientific reports\u003c/a\u003e)\r\n\r\n`cdi_survey`: Systematic review on bias in CDIs (\u003ca href=\"https://www.medrxiv.org/content/10.1101/2025.02.12.25320965v1\"\u003eObra et al. 2025\u003c/a\u003e)\r\n\r\n`iai_vetting`: Vetting CDI performance for children after blunt torso trauma (\u003ca href=\"https://journals.plos.org/digitalhealth/article?id=10.1371/journal.pdig.0000076\"\u003ePLOS digital health, 2022\u003c/a\u003e)\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcsinva%2Fclinical-rule-development","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcsinva%2Fclinical-rule-development","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcsinva%2Fclinical-rule-development/lists"}