Enhancing Dataset Quality for AI in Radiology: Challenges and Solutions

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Main Authors: Vinayak Rengan, Devansh Lalwani, Swapnil Bhat, Pravin Meenashi Sundaram
Format: Article
Language:English
Published: Thieme Medical and Scientific Publishers Pvt. Ltd. 2025-01-01
Series:Journal of Gastrointestinal and Abdominal Radiology
Online Access:http://www.thieme-connect.de/DOI/DOI?10.1055/s-0044-1790232
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author Vinayak Rengan
Devansh Lalwani
Swapnil Bhat
Pravin Meenashi Sundaram
author_facet Vinayak Rengan
Devansh Lalwani
Swapnil Bhat
Pravin Meenashi Sundaram
author_sort Vinayak Rengan
collection DOAJ
format Article
id doaj-art-6717ca11721a4446a68e07fca5fd41b9
institution DOAJ
issn 2581-9178
language English
publishDate 2025-01-01
publisher Thieme Medical and Scientific Publishers Pvt. Ltd.
record_format Article
series Journal of Gastrointestinal and Abdominal Radiology
spelling doaj-art-6717ca11721a4446a68e07fca5fd41b92025-08-20T03:19:07ZengThieme Medical and Scientific Publishers Pvt. Ltd.Journal of Gastrointestinal and Abdominal Radiology2581-91782025-01-01080100300410.1055/s-0044-1790232Enhancing Dataset Quality for AI in Radiology: Challenges and SolutionsVinayak Rengan0Devansh Lalwani1Swapnil Bhat2Pravin Meenashi Sundaram3https://orcid.org/0000-0002-7015-2929Department of Pediatric Surgery, SMS Medical College, Jaipur, Rajasthan, IndiaSeth GS Medical College & KEM Hospital, Mumbai, Maharashtra, IndiaAI Researcher, Miko.ai, Mumbai, Maharashtra, IndiaDepartment of Renal Transplant Surgery, Sheffield Kidney Institute, Sheffield Teaching Hospitals, Sheffield, United Kingdomhttp://www.thieme-connect.de/DOI/DOI?10.1055/s-0044-1790232
spellingShingle Vinayak Rengan
Devansh Lalwani
Swapnil Bhat
Pravin Meenashi Sundaram
Enhancing Dataset Quality for AI in Radiology: Challenges and Solutions
Journal of Gastrointestinal and Abdominal Radiology
title Enhancing Dataset Quality for AI in Radiology: Challenges and Solutions
title_full Enhancing Dataset Quality for AI in Radiology: Challenges and Solutions
title_fullStr Enhancing Dataset Quality for AI in Radiology: Challenges and Solutions
title_full_unstemmed Enhancing Dataset Quality for AI in Radiology: Challenges and Solutions
title_short Enhancing Dataset Quality for AI in Radiology: Challenges and Solutions
title_sort enhancing dataset quality for ai in radiology challenges and solutions
url http://www.thieme-connect.de/DOI/DOI?10.1055/s-0044-1790232
work_keys_str_mv AT vinayakrengan enhancingdatasetqualityforaiinradiologychallengesandsolutions
AT devanshlalwani enhancingdatasetqualityforaiinradiologychallengesandsolutions
AT swapnilbhat enhancingdatasetqualityforaiinradiologychallengesandsolutions
AT pravinmeenashisundaram enhancingdatasetqualityforaiinradiologychallengesandsolutions