Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimation
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
BMJ Publishing Group
2022-04-01
|
| Series: | BMJ Health & Care Informatics |
| Online Access: | https://informatics.bmj.com/content/29/1/e100460.full |
| _version_ | 1819022652675719168 |
|---|---|
| author | Nigam Shah Agata Foryciarz Stephen R Pfohl Birju Patel |
| author_facet | Nigam Shah Agata Foryciarz Stephen R Pfohl Birju Patel |
| author_sort | Nigam Shah |
| collection | DOAJ |
| first_indexed | 2024-12-21T04:26:24Z |
| format | Article |
| id | doaj.art-31f9809a800646e4825c8bc3be2f668c |
| institution | Directory Open Access Journal |
| issn | 2632-1009 |
| language | English |
| last_indexed | 2024-12-21T04:26:24Z |
| publishDate | 2022-04-01 |
| publisher | BMJ Publishing Group |
| record_format | Article |
| series | BMJ Health & Care Informatics |
| spelling | doaj.art-31f9809a800646e4825c8bc3be2f668c2022-12-21T19:16:03ZengBMJ Publishing GroupBMJ Health & Care Informatics2632-10092022-04-0129110.1136/bmjhci-2021-100460Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimationNigam Shah0Agata Foryciarz1Stephen R Pfohl2Birju Patel3Stanford University School of Medicine, Stanford, California, USADepartment of Computer Science, Stanford University School of Engineering, Stanford, California, USAStanford Center for Biomedical Informatics Research, Stanford University School of Medicine, Stanford, California, USAStanford Center for Biomedical Informatics Research, Stanford University School of Medicine, Stanford, California, USAhttps://informatics.bmj.com/content/29/1/e100460.full |
| spellingShingle | Nigam Shah Agata Foryciarz Stephen R Pfohl Birju Patel Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimation BMJ Health & Care Informatics |
| title | Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimation |
| title_full | Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimation |
| title_fullStr | Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimation |
| title_full_unstemmed | Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimation |
| title_short | Evaluating algorithmic fairness in the presence of clinical guidelines: the case of atherosclerotic cardiovascular disease risk estimation |
| title_sort | evaluating algorithmic fairness in the presence of clinical guidelines the case of atherosclerotic cardiovascular disease risk estimation |
| url | https://informatics.bmj.com/content/29/1/e100460.full |
| work_keys_str_mv | AT nigamshah evaluatingalgorithmicfairnessinthepresenceofclinicalguidelinesthecaseofatheroscleroticcardiovasculardiseaseriskestimation AT agataforyciarz evaluatingalgorithmicfairnessinthepresenceofclinicalguidelinesthecaseofatheroscleroticcardiovasculardiseaseriskestimation AT stephenrpfohl evaluatingalgorithmicfairnessinthepresenceofclinicalguidelinesthecaseofatheroscleroticcardiovasculardiseaseriskestimation AT birjupatel evaluatingalgorithmicfairnessinthepresenceofclinicalguidelinesthecaseofatheroscleroticcardiovasculardiseaseriskestimation |