Fairness in AI for healthcare
Artificial intelligence (AI) is a technology that enables computers to simulate human intelligence and has the potential to improve healthcare in a multitude of ways. However, there are also possibilities that it may continue, or exacerbate, current disparities. We discuss the problem of bias in hea...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2024-09-01
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| Series: | Future Healthcare Journal |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2514664524015674 |
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| _version_ | 1846161629751803904 |
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| author | Siân Carey Allan Pang Marc de Kamps |
| author_facet | Siân Carey Allan Pang Marc de Kamps |
| author_sort | Siân Carey |
| collection | DOAJ |
| description | Artificial intelligence (AI) is a technology that enables computers to simulate human intelligence and has the potential to improve healthcare in a multitude of ways. However, there are also possibilities that it may continue, or exacerbate, current disparities. We discuss the problem of bias in healthcare and AI, and go on to highlight some of the ongoing and future solutions that are being researched in the area. |
| format | Article |
| id | doaj-art-aad96fa1ad5e4eaabe095bea01f8d7fe |
| institution | Kabale University |
| issn | 2514-6645 |
| language | English |
| publishDate | 2024-09-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Future Healthcare Journal |
| spelling | doaj-art-aad96fa1ad5e4eaabe095bea01f8d7fe2024-11-21T06:05:03ZengElsevierFuture Healthcare Journal2514-66452024-09-01113100177Fairness in AI for healthcareSiân Carey0Allan Pang1Marc de Kamps2Corresponding author.; UKRI CDT for AI in Medical Care and Diagnosis, University of Leeds, UKUKRI CDT for AI in Medical Care and Diagnosis, University of Leeds, UK; Leeds NHS Teaching Hospitals Foundation Trust, Leeds, UK; Academic Department of Military Anaesthesia and Critical Care, Royal Centre for Defence Medicine, Birmingham, UKUKRI CDT for AI in Medical Care and Diagnosis, University of Leeds, UKArtificial intelligence (AI) is a technology that enables computers to simulate human intelligence and has the potential to improve healthcare in a multitude of ways. However, there are also possibilities that it may continue, or exacerbate, current disparities. We discuss the problem of bias in healthcare and AI, and go on to highlight some of the ongoing and future solutions that are being researched in the area.http://www.sciencedirect.com/science/article/pii/S2514664524015674FairnessArtificial intelligenceMachine learningBiasDiscriminationHealthcare |
| spellingShingle | Siân Carey Allan Pang Marc de Kamps Fairness in AI for healthcare Future Healthcare Journal Fairness Artificial intelligence Machine learning Bias Discrimination Healthcare |
| title | Fairness in AI for healthcare |
| title_full | Fairness in AI for healthcare |
| title_fullStr | Fairness in AI for healthcare |
| title_full_unstemmed | Fairness in AI for healthcare |
| title_short | Fairness in AI for healthcare |
| title_sort | fairness in ai for healthcare |
| topic | Fairness Artificial intelligence Machine learning Bias Discrimination Healthcare |
| url | http://www.sciencedirect.com/science/article/pii/S2514664524015674 |
| work_keys_str_mv | AT siancarey fairnessinaiforhealthcare AT allanpang fairnessinaiforhealthcare AT marcdekamps fairnessinaiforhealthcare |