Enhancing Radiological Reporting in Head and Neck Cancer: Converting Free-Text CT Scan Reports to Structured Reports Using Large Language Models

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Main Authors: Amit Gupta, Hema Malhotra, Amit K. Garg, Krithika Rangarajan
Format: Article
Language:English
Published: Thieme Medical and Scientific Publishers Pvt. Ltd. 2025-01-01
Series:Indian Journal of Radiology and Imaging
Subjects:
Online Access:http://www.thieme-connect.de/DOI/DOI?10.1055/s-0044-1788589
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author Amit Gupta
Hema Malhotra
Amit K. Garg
Krithika Rangarajan
author_facet Amit Gupta
Hema Malhotra
Amit K. Garg
Krithika Rangarajan
author_sort Amit Gupta
collection DOAJ
format Article
id doaj-art-395a799db9f34c01ac0d5095eac93bd3
institution Kabale University
issn 0971-3026
1998-3808
language English
publishDate 2025-01-01
publisher Thieme Medical and Scientific Publishers Pvt. Ltd.
record_format Article
series Indian Journal of Radiology and Imaging
spelling doaj-art-395a799db9f34c01ac0d5095eac93bd32024-12-17T23:49:09ZengThieme Medical and Scientific Publishers Pvt. Ltd.Indian Journal of Radiology and Imaging0971-30261998-38082025-01-01350104304910.1055/s-0044-1788589Enhancing Radiological Reporting in Head and Neck Cancer: Converting Free-Text CT Scan Reports to Structured Reports Using Large Language ModelsAmit Gupta0Hema Malhotra1Amit K. Garg2Krithika Rangarajan3Department of Radiodiagnosis, All India Institute of Medical Sciences New Delhi, New Delhi, IndiaDepartment of Radiology, Dr. Bhim Rao Ambedkar Institute Rotary Cancer Hospital, All India Institute of Medical Sciences New Delhi, IndiaIndian Institute of Technology, New Delhi, IndiaDepartment of Radiology, Dr. Bhim Rao Ambedkar Institute Rotary Cancer Hospital, All India Institute of Medical Sciences New Delhi, Indiahttp://www.thieme-connect.de/DOI/DOI?10.1055/s-0044-1788589GPT-4large language modelsstructured reportinghead and neck cancer
spellingShingle Amit Gupta
Hema Malhotra
Amit K. Garg
Krithika Rangarajan
Enhancing Radiological Reporting in Head and Neck Cancer: Converting Free-Text CT Scan Reports to Structured Reports Using Large Language Models
Indian Journal of Radiology and Imaging
GPT-4
large language models
structured reporting
head and neck cancer
title Enhancing Radiological Reporting in Head and Neck Cancer: Converting Free-Text CT Scan Reports to Structured Reports Using Large Language Models
title_full Enhancing Radiological Reporting in Head and Neck Cancer: Converting Free-Text CT Scan Reports to Structured Reports Using Large Language Models
title_fullStr Enhancing Radiological Reporting in Head and Neck Cancer: Converting Free-Text CT Scan Reports to Structured Reports Using Large Language Models
title_full_unstemmed Enhancing Radiological Reporting in Head and Neck Cancer: Converting Free-Text CT Scan Reports to Structured Reports Using Large Language Models
title_short Enhancing Radiological Reporting in Head and Neck Cancer: Converting Free-Text CT Scan Reports to Structured Reports Using Large Language Models
title_sort enhancing radiological reporting in head and neck cancer converting free text ct scan reports to structured reports using large language models
topic GPT-4
large language models
structured reporting
head and neck cancer
url http://www.thieme-connect.de/DOI/DOI?10.1055/s-0044-1788589
work_keys_str_mv AT amitgupta enhancingradiologicalreportinginheadandneckcancerconvertingfreetextctscanreportstostructuredreportsusinglargelanguagemodels
AT hemamalhotra enhancingradiologicalreportinginheadandneckcancerconvertingfreetextctscanreportstostructuredreportsusinglargelanguagemodels
AT amitkgarg enhancingradiologicalreportinginheadandneckcancerconvertingfreetextctscanreportstostructuredreportsusinglargelanguagemodels
AT krithikarangarajan enhancingradiologicalreportinginheadandneckcancerconvertingfreetextctscanreportstostructuredreportsusinglargelanguagemodels