{"id":18365361,"url":"https://github.com/mit-lcp/2019_hack_aotearoa_eicu","last_synced_at":"2025-04-10T13:22:57.621Z","repository":{"id":79000982,"uuid":"166037413","full_name":"MIT-LCP/2019_hack_aotearoa_eicu","owner":"MIT-LCP","description":"eICU workshop presented at Hack Aotearoa","archived":false,"fork":false,"pushed_at":"2019-03-02T21:56:51.000Z","size":420,"stargazers_count":1,"open_issues_count":0,"forks_count":3,"subscribers_count":8,"default_branch":"master","last_synced_at":"2025-02-15T20:15:51.291Z","etag":null,"topics":["critical-care","eicu-crd","mimic-iii"],"latest_commit_sha":null,"homepage":"http://hackaotearoa.co.nz/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/MIT-LCP.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2019-01-16T12:34:37.000Z","updated_at":"2024-01-09T13:30:12.000Z","dependencies_parsed_at":null,"dependency_job_id":"6d572f24-5b01-4d28-af0f-f11002c9b760","html_url":"https://github.com/MIT-LCP/2019_hack_aotearoa_eicu","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MIT-LCP%2F2019_hack_aotearoa_eicu","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MIT-LCP%2F2019_hack_aotearoa_eicu/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MIT-LCP%2F2019_hack_aotearoa_eicu/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MIT-LCP%2F2019_hack_aotearoa_eicu/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MIT-LCP","download_url":"https://codeload.github.com/MIT-LCP/2019_hack_aotearoa_eicu/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248225664,"owners_count":21068078,"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":["critical-care","eicu-crd","mimic-iii"],"created_at":"2024-11-05T23:13:15.673Z","updated_at":"2025-04-10T13:22:57.600Z","avatar_url":"https://github.com/MIT-LCP.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Hack Aotearoa 2019: Exploring the eICU Collaborative Research Database\n\n## Tom Pollard (MIT), Omar Badawi (Philips Healthcare), and Cheryl Hiddleson (Philips Healthcare)\n\nMaterials for the eICU Collaborative Research Database tutorial at [Hack Aotearoa 2019](http://hackaotearoa.co.nz/).\n\n## Introduction\n\nThe interactive workshop explores the [eICU Collaborative Research Database](https://eicu-crd.mit.edu/), a research database created from hundreds of unaffiliated hospitals across the USA. The database is now freely available to the public and is currently used for the development of advanced clinical decision support tools as well as epidemiology and other academic research projects.\n\n## Open in Colab\n\nNotebook 1: Accessing the data. \u003ca href=\"https://colab.research.google.com/github/MIT-LCP/2019_hack_aotearoa_eicu/blob/master/01_access_the_data.ipynb\" target=\"_parent\"\u003e\u003cimg src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"\u003e\u003c/a\u003e\n\nNotebook 2: Exploring the patient table. \u003ca href=\"https://colab.research.google.com/github/MIT-LCP/2019_hack_aotearoa_eicu/blob/master/02_explore_patients.ipynb\" target=\"_parent\"\u003e\u003cimg src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/\u003e\u003c/a\u003e\n\nNotebook 3: Severity of illness. \u003ca href=\"https://colab.research.google.com/github/MIT-LCP/2019_hack_aotearoa_eicu/blob/master/03_severity_of_illness.ipynb\" target=\"_parent\"\u003e\u003cimg src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/\u003e\u003c/a\u003e\n\nNotebook 4: Summary statistics. \u003ca href=\"https://colab.research.google.com/github/MIT-LCP/2019_hack_aotearoa_eicu/blob/master/04_summary_statistics.ipynb\" target=\"_parent\"\u003e\u003cimg src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/\u003e\u003c/a\u003e\n\nNotebook 5: Timeseries. \u003ca href=\"https://colab.research.google.com/github/MIT-LCP/2019_hack_aotearoa_eicu/blob/master/05_timeseries.ipynb\" target=\"_parent\"\u003e\u003cimg src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/\u003e\u003c/a\u003e\n\nNotebook 6: Mortality prediction. \u003ca href=\"https://colab.research.google.com/github/MIT-LCP/2019_hack_aotearoa_eicu/blob/master/06_mortality_prediction.ipynb\" target=\"_parent\"\u003e\u003cimg src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/\u003e\u003c/a\u003e\n\nNotebook 7: Acute kidney injury. \u003ca href=\"https://colab.research.google.com/github/MIT-LCP/2019_hack_aotearoa_eicu/blob/master/07_aki_project.ipynb\" target=\"_parent\"\u003e\u003cimg src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/\u003e\u003c/a\u003e\n\nNotebook 8: Project work. \u003ca href=\"https://colab.research.google.com/github/MIT-LCP/2019_hack_aotearoa_eicu/blob/master/08_project_work.ipynb\" target=\"_parent\"\u003e\u003cimg src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/\u003e\u003c/a\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmit-lcp%2F2019_hack_aotearoa_eicu","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmit-lcp%2F2019_hack_aotearoa_eicu","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmit-lcp%2F2019_hack_aotearoa_eicu/lists"}