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An Institutional Large Language Model for Musculoskeletal MRI Improves Protocol Adherence and Accuracy.

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Title: An Institutional Large Language Model for Musculoskeletal MRI Improves Protocol Adherence and Accuracy.
Authors: Hallinan, James Thomas Patrick Decourcy1,2 (AUTHOR) james_hallinan@nuhs.edu.sg, Leow, Naomi Wenxin3 (AUTHOR) Naomi_Wenxin_LEOW@nuhs.edu.sg, Low, Yi Xian1 (AUTHOR) yixian.low@mohh.com.sg, Lee, Aric1 (AUTHOR) aric.lee@mohh.com.sg, Ong, Wilson1 (AUTHOR) wilson.ong@mohh.com.sg, Chan, Matthew Ding Zhou1 (AUTHOR) matthew.chan@mohh.com.sg, Devi, Ganakirthana Kalpenya1 (AUTHOR) ganakirthana.kalpenyadevi@mohh.com.sg, He, Stephanie Shengjie1 (AUTHOR) stephanie.he@mohh.com.sg, Loh, Daniel De-Liang1 (AUTHOR) daniel.loh@mohh.com.sg, Lim, Desmond Shi Wei1 (AUTHOR) desmond_lim@nuhs.edu.sg, Low, Xi Zhen1 (AUTHOR) Xi_Zhen_Low@nuhs.edu.sg, Teo, Ee Chin1 (AUTHOR) ee_chin_teo@nuhs.edu.sg, Furqan, Shaheryar Mohammad4 (AUTHOR) msf@nus.edu.sg, Tham, Wilson Wei Yang5 (AUTHOR) wilson.tham@mohh.com.sg, Tan, Jiong Hao5 (AUTHOR) jonathan_jh_tan@nuhs.edu.sg, Kumar, Naresh5 (AUTHOR) dosksn@nus.edu.sg, Makmur, Andrew1,2 (AUTHOR) andrew_makmur@nuhs.edu.sg, Yonghan, Ting1,2 (AUTHOR) yonghan_ting@nuhs.edu.sg
Source: Journal of Bone & Joint Surgery, American Volume. 8/20/2025, Vol. 107 Issue 16, p1833-1840.
Database: SPORTDiscus with Full Text
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DbLabel: SPORTDiscus with Full Text
An: 187430258
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PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: An Institutional Large Language Model for Musculoskeletal MRI Improves Protocol Adherence and Accuracy.
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  Data: <searchLink fieldCode="AR" term="%22Hallinan%2C+James+Thomas+Patrick+Decourcy%22">Hallinan, James Thomas Patrick Decourcy</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> james_hallinan@nuhs.edu.sg</i><br /><searchLink fieldCode="AR" term="%22Leow%2C+Naomi+Wenxin%22">Leow, Naomi Wenxin</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> Naomi_Wenxin_LEOW@nuhs.edu.sg</i><br /><searchLink fieldCode="AR" term="%22Low%2C+Yi+Xian%22">Low, Yi Xian</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> yixian.low@mohh.com.sg</i><br /><searchLink fieldCode="AR" term="%22Lee%2C+Aric%22">Lee, Aric</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> aric.lee@mohh.com.sg</i><br /><searchLink fieldCode="AR" term="%22Ong%2C+Wilson%22">Ong, Wilson</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> wilson.ong@mohh.com.sg</i><br /><searchLink fieldCode="AR" term="%22Chan%2C+Matthew+Ding+Zhou%22">Chan, Matthew Ding Zhou</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> matthew.chan@mohh.com.sg</i><br /><searchLink fieldCode="AR" term="%22Devi%2C+Ganakirthana+Kalpenya%22">Devi, Ganakirthana Kalpenya</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> ganakirthana.kalpenyadevi@mohh.com.sg</i><br /><searchLink fieldCode="AR" term="%22He%2C+Stephanie+Shengjie%22">He, Stephanie Shengjie</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> stephanie.he@mohh.com.sg</i><br /><searchLink fieldCode="AR" term="%22Loh%2C+Daniel+De-Liang%22">Loh, Daniel De-Liang</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> daniel.loh@mohh.com.sg</i><br /><searchLink fieldCode="AR" term="%22Lim%2C+Desmond+Shi+Wei%22">Lim, Desmond Shi Wei</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> desmond_lim@nuhs.edu.sg</i><br /><searchLink fieldCode="AR" term="%22Low%2C+Xi+Zhen%22">Low, Xi Zhen</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> Xi_Zhen_Low@nuhs.edu.sg</i><br /><searchLink fieldCode="AR" term="%22Teo%2C+Ee+Chin%22">Teo, Ee Chin</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> ee_chin_teo@nuhs.edu.sg</i><br /><searchLink fieldCode="AR" term="%22Furqan%2C+Shaheryar+Mohammad%22">Furqan, Shaheryar Mohammad</searchLink><relatesTo>4</relatesTo> (AUTHOR)<i> msf@nus.edu.sg</i><br /><searchLink fieldCode="AR" term="%22Tham%2C+Wilson+Wei+Yang%22">Tham, Wilson Wei Yang</searchLink><relatesTo>5</relatesTo> (AUTHOR)<i> wilson.tham@mohh.com.sg</i><br /><searchLink fieldCode="AR" term="%22Tan%2C+Jiong+Hao%22">Tan, Jiong Hao</searchLink><relatesTo>5</relatesTo> (AUTHOR)<i> jonathan_jh_tan@nuhs.edu.sg</i><br /><searchLink fieldCode="AR" term="%22Kumar%2C+Naresh%22">Kumar, Naresh</searchLink><relatesTo>5</relatesTo> (AUTHOR)<i> dosksn@nus.edu.sg</i><br /><searchLink fieldCode="AR" term="%22Makmur%2C+Andrew%22">Makmur, Andrew</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> andrew_makmur@nuhs.edu.sg</i><br /><searchLink fieldCode="AR" term="%22Yonghan%2C+Ting%22">Yonghan, Ting</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<i> yonghan_ting@nuhs.edu.sg</i>
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Bone+%26+Joint+Surgery%2C+American+Volume%22">Journal of Bone & Joint Surgery, American Volume</searchLink>. 8/20/2025, Vol. 107 Issue 16, p1833-1840.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=s3h&AN=187430258
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        Value: 10.2106/JBJS.24.01429
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      – Text: English
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        StartPage: 1833
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      – TitleFull: An Institutional Large Language Model for Musculoskeletal MRI Improves Protocol Adherence and Accuracy.
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              Text: 8/20/2025
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              Y: 2025
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