Meshaka, Riwa, Dos Santos, Daniel Pinto, Arthurs, Owen J., Sebire, Neil J. and Shelmerdine, Susan C. . Artificial intelligence reporting guidelines: what the pediatric radiologist needs to know. Pediatr. Radiol.. NEW YORK: SPRINGER. ISSN 1432-1998

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Abstract

There has been an exponential rise in artificial intelligence (AI) research in imaging in recent years. While the dissemination of study data that has the potential to improve clinical practice is welcomed, the level of detail included in early AI research reporting has been highly variable and inconsistent, particularly when compared to more traditional clinical research. However, inclusion checklists are now commonly available and accessible to those writing or reviewing clinical research papers. AI-specific reporting guidelines also exist and include distinct requirements, but these can be daunting for radiologists new to the field. Given that pediatric radiology is a specialty faced with workforce shortages and an ever-increasing workload, AI could help by offering solutions to time-consuming tasks, thereby improving workflow efficiency and democratizing access to specialist opinion. As a result, pediatric radiologists are expected to be increasingly leading and contributing to AI imaging research, and researchers and clinicians alike should feel confident that the findings reported are presented in a transparent way, with sufficient detail to understand how they apply to wider clinical practice. In this review, we describe two of the most clinically relevant and available reporting guidelines to help increase awareness and engage the pediatric radiologist in conducting AI imaging research. This guide should also be useful for those reading and reviewing AI imaging research and as a checklist with examples of what to expect.

Item Type: Journal Article
Creators:
CreatorsEmailORCIDORCID Put Code
Meshaka, RiwaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Dos Santos, Daniel PintoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Arthurs, Owen J.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Sebire, Neil J.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Shelmerdine, Susan C.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
URN: urn:nbn:de:hbz:38-585119
DOI: 10.1007/s00247-021-05129-1
Journal or Publication Title: Pediatr. Radiol.
Publisher: SPRINGER
Place of Publication: NEW YORK
ISSN: 1432-1998
Language: English
Faculty: Unspecified
Divisions: Unspecified
Subjects: no entry
Uncontrolled Keywords:
KeywordsLanguage
Pediatrics; Radiology, Nuclear Medicine & Medical ImagingMultiple languages
URI: http://kups.ub.uni-koeln.de/id/eprint/58511

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