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Derivation and External Validation of Machine Learning-Based Model for Detection of Pancreatic Cancer.

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Title: Derivation and External Validation of Machine Learning-Based Model for Detection of Pancreatic Cancer.
Authors: Chen W; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA., Zhou Y; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA., Xie F; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA., Butler RK; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA., Jeon CY; Cedars-Sinai Medical Center, Los Angeles, California, USA., Luong TQ; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA., Zhou B; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA., Lin YC; Cedars-Sinai Medical Center, Los Angeles, California, USA., Lustigova E; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA., Pisegna JR; Division of Gastroenterology and Hepatology, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA.; Departments of Medicine and Human Genetics David Geffen School of Medicine at UCLA, Los Angeles, California, USA., Kim S; Cedars-Sinai Medical Center, Los Angeles, California, USA., Wu BU; Department of Gastroenterology, Center for Pancreatic Care, Los Angeles Medical Center, Southern California Permanente Medical Group, Los Angeles, California, USA.
Source: The American journal of gastroenterology [Am J Gastroenterol] 2023 Jan 01; Vol. 118 (1), pp. 157-167. Date of Electronic Publication: 2022 Oct 13.
Publication Type: Journal Article; Research Support, N.I.H., Extramural
Journal Info: Publisher: Wolters Kluwer Health Country of Publication: United States NLM ID: 0421030 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1572-0241 (Electronic) Linking ISSN: 00029270 NLM ISO Abbreviation: Am J Gastroenterol Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
PubTypeId: academicJournal
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  Data: Derivation and External Validation of Machine Learning-Based Model for Detection of Pancreatic Cancer.
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  Data: <searchLink fieldCode="AU" term="%22Chen+W%22">Chen W</searchLink>; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA.<br /><searchLink fieldCode="AU" term="%22Zhou+Y%22">Zhou Y</searchLink>; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA.<br /><searchLink fieldCode="AU" term="%22Xie+F%22">Xie F</searchLink>; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA.<br /><searchLink fieldCode="AU" term="%22Butler+RK%22">Butler RK</searchLink>; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA.<br /><searchLink fieldCode="AU" term="%22Jeon+CY%22">Jeon CY</searchLink>; Cedars-Sinai Medical Center, Los Angeles, California, USA.<br /><searchLink fieldCode="AU" term="%22Luong+TQ%22">Luong TQ</searchLink>; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA.<br /><searchLink fieldCode="AU" term="%22Zhou+B%22">Zhou B</searchLink>; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA.<br /><searchLink fieldCode="AU" term="%22Lin+YC%22">Lin YC</searchLink>; Cedars-Sinai Medical Center, Los Angeles, California, USA.<br /><searchLink fieldCode="AU" term="%22Lustigova+E%22">Lustigova E</searchLink>; Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA.<br /><searchLink fieldCode="AU" term="%22Pisegna+JR%22">Pisegna JR</searchLink>; Division of Gastroenterology and Hepatology, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA.; Departments of Medicine and Human Genetics David Geffen School of Medicine at UCLA, Los Angeles, California, USA.<br /><searchLink fieldCode="AU" term="%22Kim+S%22">Kim S</searchLink>; Cedars-Sinai Medical Center, Los Angeles, California, USA.<br /><searchLink fieldCode="AU" term="%22Wu+BU%22">Wu BU</searchLink>; Department of Gastroenterology, Center for Pancreatic Care, Los Angeles Medical Center, Southern California Permanente Medical Group, Los Angeles, California, USA.
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  Data: <searchLink fieldCode="JN" term="%220421030%22">The American journal of gastroenterology</searchLink> [Am J Gastroenterol] 2023 Jan 01; Vol. 118 (1), pp. 157-167. <i>Date of Electronic Publication: </i>2022 Oct 13.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wolters+Kluwer+Health%22">Wolters Kluwer Health </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>0421030 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1572-0241 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200029270%22">00029270 </searchLink><i>NLM ISO Abbreviation: </i>Am J Gastroenterol <i>Subsets: </i>MEDLINE
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        Value: 10.14309/ajg.0000000000002050
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              Text: 2023 Jan 01
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