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High-Performance Prompting for LLM Extraction of Compression Fracture Findings from Radiology Reports.

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Title: High-Performance Prompting for LLM Extraction of Compression Fracture Findings from Radiology Reports.
Authors: Kanani, Mohammed M.1, mkanani@uw.edu, Monawer, Arezu2, arezuhm@uw.edu, Brown, Lauryn2, lauryngb@uw.edu, King III, William E.2, wking3@uw.edu, Miller, Zachary D.2, millerzd@uw.edu, Venugopal, Nitin2, nvenugopal@uw.edu, Heagerty, Patrick J.3, heagerty@uw.edu, Jarvik, Jeffrey G.2, jarvikj@uw.edu, Cohen, Trevor4, tcohen@uw.edu, Cross, Nathan M.2, nmcross@uw.edu
Source: Journal of Imaging Informatics in Medicine; Feb2026, Vol. 39 Issue 1, p973-988, 16p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 191694202
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: High-Performance Prompting for LLM Extraction of Compression Fracture Findings from Radiology Reports.
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  Data: <searchLink fieldCode="AU" term="%22Kanani%2C+Mohammed+M%2E%22">Kanani, Mohammed M.</searchLink><relatesTo>1</relatesTo>, <i>mkanani@uw.edu</i><br /><searchLink fieldCode="AU" term="%22Monawer%2C+Arezu%22">Monawer, Arezu</searchLink><relatesTo>2</relatesTo>, <i>arezuhm@uw.edu</i><br /><searchLink fieldCode="AU" term="%22Brown%2C+Lauryn%22">Brown, Lauryn</searchLink><relatesTo>2</relatesTo>, <i>lauryngb@uw.edu</i><br /><searchLink fieldCode="AU" term="%22King+III%2C+William+E%2E%22">King III, William E.</searchLink><relatesTo>2</relatesTo>, <i>wking3@uw.edu</i><br /><searchLink fieldCode="AU" term="%22Miller%2C+Zachary+D%2E%22">Miller, Zachary D.</searchLink><relatesTo>2</relatesTo>, <i>millerzd@uw.edu</i><br /><searchLink fieldCode="AU" term="%22Venugopal%2C+Nitin%22">Venugopal, Nitin</searchLink><relatesTo>2</relatesTo>, <i>nvenugopal@uw.edu</i><br /><searchLink fieldCode="AU" term="%22Heagerty%2C+Patrick+J%2E%22">Heagerty, Patrick J.</searchLink><relatesTo>3</relatesTo>, <i>heagerty@uw.edu</i><br /><searchLink fieldCode="AU" term="%22Jarvik%2C+Jeffrey+G%2E%22">Jarvik, Jeffrey G.</searchLink><relatesTo>2</relatesTo>, <i>jarvikj@uw.edu</i><br /><searchLink fieldCode="AU" term="%22Cohen%2C+Trevor%22">Cohen, Trevor</searchLink><relatesTo>4</relatesTo>, <i>tcohen@uw.edu</i><br /><searchLink fieldCode="AU" term="%22Cross%2C+Nathan+M%2E%22">Cross, Nathan M.</searchLink><relatesTo>2</relatesTo>, <i>nmcross@uw.edu</i>
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Imaging+Informatics+in+Medicine%22">Journal of Imaging Informatics in Medicine</searchLink>; Feb2026, Vol. 39 Issue 1, p973-988, 16p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=191694202
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      – Type: doi
        Value: 10.1007/s10278-025-01530-6
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      – Code: eng
        Text: English
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        PageCount: 16
        StartPage: 973
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      – TitleFull: High-Performance Prompting for LLM Extraction of Compression Fracture Findings from Radiology Reports.
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            NameFull: Kanani, Mohammed M.
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            – D: 01
              M: 02
              Text: Feb2026
              Type: published
              Y: 2026
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              Value: 39
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