Artificial intelligence in head neck cancer full of potential BUT filled with landmines

Oncology is at the forefront of advances in artificial intelligence (AI) in health care, providing a unique opportunity to investigate the early integration of these technologies in clinical research and patient care. Concerns about the impact of these technologies on health equity have accompanied...

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Main Authors: Shrikant Mali, Sachinkumar Dahivelkar, G.L. Pradeep
Format: Article
Language:English
Published: Elsevier 2023-06-01
Series:Oral Oncology Reports
Online Access:http://www.sciencedirect.com/science/article/pii/S2772906023000250
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author Shrikant Mali
Sachinkumar Dahivelkar
G.L. Pradeep
author_facet Shrikant Mali
Sachinkumar Dahivelkar
G.L. Pradeep
author_sort Shrikant Mali
collection DOAJ
description Oncology is at the forefront of advances in artificial intelligence (AI) in health care, providing a unique opportunity to investigate the early integration of these technologies in clinical research and patient care. Concerns about the impact of these technologies on health equity have accompanied hopes that AI will revolutionise healthcare delivery and improve clinical outcomes. The ability of AI to help address health disparities, its ability to mitigate or exacerbate bias, and its ability to help elucidate health determinants. There is a lack of discussion of ethical challenges associated with the application of AI technologies in low- and middle-income countries, a lack of discussion of problems with bias in AI algorithms, and a lack of justification for the use of AI. There has been substantial growth in radiomics and artificial intelligence however, clinical implementation has yet to be realized at scale.
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spelling doaj-art-a30f294bfb6844d2beff020cf1cdf4492025-08-20T02:02:55ZengElsevierOral Oncology Reports2772-90602023-06-01610003510.1016/j.oor.2023.100035Artificial intelligence in head neck cancer full of potential BUT filled with landminesShrikant Mali0Sachinkumar Dahivelkar1G.L. Pradeep2Corresponding author. Oral and Maxillofacial Surgery, India.; Oral and Maxillofacial Surgery, India; Mahatma Gandhi Vidya Mandir's Karmaveer Bhausaheb Hiray Dental College and Hospital, Nashik, IndiaOral and Maxillofacial Surgery, India; Mahatma Gandhi Vidya Mandir's Karmaveer Bhausaheb Hiray Dental College and Hospital, Nashik, IndiaDepartment of Oral Pathology and Microbiology, Mahatma Gandhi Vidya Mandir's Karmaveer Bhausaheb Hiray Dental College and Hospital, Nashik, IndiaOncology is at the forefront of advances in artificial intelligence (AI) in health care, providing a unique opportunity to investigate the early integration of these technologies in clinical research and patient care. Concerns about the impact of these technologies on health equity have accompanied hopes that AI will revolutionise healthcare delivery and improve clinical outcomes. The ability of AI to help address health disparities, its ability to mitigate or exacerbate bias, and its ability to help elucidate health determinants. There is a lack of discussion of ethical challenges associated with the application of AI technologies in low- and middle-income countries, a lack of discussion of problems with bias in AI algorithms, and a lack of justification for the use of AI. There has been substantial growth in radiomics and artificial intelligence however, clinical implementation has yet to be realized at scale.http://www.sciencedirect.com/science/article/pii/S2772906023000250
spellingShingle Shrikant Mali
Sachinkumar Dahivelkar
G.L. Pradeep
Artificial intelligence in head neck cancer full of potential BUT filled with landmines
Oral Oncology Reports
title Artificial intelligence in head neck cancer full of potential BUT filled with landmines
title_full Artificial intelligence in head neck cancer full of potential BUT filled with landmines
title_fullStr Artificial intelligence in head neck cancer full of potential BUT filled with landmines
title_full_unstemmed Artificial intelligence in head neck cancer full of potential BUT filled with landmines
title_short Artificial intelligence in head neck cancer full of potential BUT filled with landmines
title_sort artificial intelligence in head neck cancer full of potential but filled with landmines
url http://www.sciencedirect.com/science/article/pii/S2772906023000250
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