{"id":15697020,"url":"https://github.com/csinva/glaucoma-diagnosis","last_synced_at":"2025-06-25T08:06:11.319Z","repository":{"id":97069792,"uuid":"109217308","full_name":"csinva/glaucoma-diagnosis","owner":"csinva","description":"Code for diagnosing glaucoma from Lumos lens","archived":false,"fork":false,"pushed_at":"2019-07-17T08:35:38.000Z","size":25,"stargazers_count":7,"open_issues_count":0,"forks_count":3,"subscribers_count":6,"default_branch":"master","last_synced_at":"2025-05-08T23:34:02.417Z","etag":null,"topics":["computer","glaucoma-diagnosis","tensorflow","vision"],"latest_commit_sha":null,"homepage":null,"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/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}},"created_at":"2017-11-02T04:22:19.000Z","updated_at":"2023-07-29T14:56:03.000Z","dependencies_parsed_at":"2023-03-08T11:15:23.679Z","dependency_job_id":null,"html_url":"https://github.com/csinva/glaucoma-diagnosis","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/csinva/glaucoma-diagnosis","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fglaucoma-diagnosis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fglaucoma-diagnosis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fglaucoma-diagnosis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fglaucoma-diagnosis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/csinva","download_url":"https://codeload.github.com/csinva/glaucoma-diagnosis/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fglaucoma-diagnosis/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261832632,"owners_count":23216495,"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":["computer","glaucoma-diagnosis","tensorflow","vision"],"created_at":"2024-10-03T19:10:47.728Z","updated_at":"2025-06-25T08:06:11.299Z","avatar_url":"https://github.com/csinva.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# glaucoma_diagnosis\nCode for diagnosing glaucoma from Lumos lens\n\n## current goals\n- set up network for classification\n\n## data\n- 1070 glaucoma images\n- 180 non-glaucoma images\n- data sources\n\t- hrf: https://www5.cs.fau.de/research/data/fundus-images/\n\t- ...\t\n\t\n## future\n- larger dataset\n- use actual lumos lens\n- categorize different features (like cup size, etc.) and classify with those\t\n\t\n## previous work\n- review:  https://dspace.lboro.ac.uk/dspace-jspui/bitstream/2134/20268/3/Muh%2BCMIG-Review2014-accepted.pdf\n- previous NN paper: http://journals.lww.com/glaucomajournal/Abstract/2007/01000/Trained_Artificial_Neural_Network_for_Glaucoma.4.aspx\n- poster - http://www.oic.it/~egscopenaghen2012/posters/june19/P4.58/poster.pdf\n\n## Install\nEnsure you a version of Python in the 2.7-3.6 range installed, then run:\n\n    pip install -r requirements.txt\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcsinva%2Fglaucoma-diagnosis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcsinva%2Fglaucoma-diagnosis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcsinva%2Fglaucoma-diagnosis/lists"}