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  1. Article ; Online: Automated Type 2 Diabetes Case and Control Identification from the MIMIC-IV Database.

    Zhang, Wanheng / Cao, Tru

    AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science

    2023  Volume 2023, Page(s) 602–611

    Abstract: Phenotyping for Type 2 Diabetes (T2DM) is needed due to the increasing demand for T2DM research on electronic health records (EHRs). eMERGE is a reliable and interpretable rule-based algorithm for the identification of T2DM cases and controls in EHRs. ... ...

    Abstract Phenotyping for Type 2 Diabetes (T2DM) is needed due to the increasing demand for T2DM research on electronic health records (EHRs). eMERGE is a reliable and interpretable rule-based algorithm for the identification of T2DM cases and controls in EHRs. MIMIC-IV, an extension of MIMIC-III, contains more than 520,000 hospital admissions and has become a valuable EHR database for secondary medical research. However, there was no prior work to extract T2DM cases and controls from MIMIC-IV, which requires a comprehensive knowledge of the database. Our work provided insight into the structure and data elements in MIMIC-IV and adapted eMERGE to accomplish the task. The results included MIMIC-IV's data tables and elements used, 12,735 cases and 9,828 controls of T2DM, and summary statistics of the cohorts in comparison with those on other EHR databases. They could be used for the development of statistical and machine learning models in future studies about the disease.
    Language English
    Publishing date 2023-06-16
    Publishing country United States
    Document type Journal Article
    ZDB-ID 2676378-3
    ISSN 2153-4063 ; 2153-4063
    ISSN (online) 2153-4063
    ISSN 2153-4063
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  2. Article ; Online: Social determinants of health predict readmission following COVID-19 hospitalization: a health information exchange-based retrospective cohort study.

    Sandoval, Micaela N / Mikhail, Jennifer L / Fink, Melyssa K / Tortolero, Guillermo A / Cao, Tru / Ramphul, Ryan / Husain, Junaid / Boerwinkle, Eric

    Frontiers in public health

    2024  Volume 12, Page(s) 1352240

    Abstract: Introduction: Since February 2020, over 104 million people in the United States have been diagnosed with SARS-CoV-2 infection, or COVID-19, with over 8.5 million reported in the state of Texas. This study analyzed social determinants of health as ... ...

    Abstract Introduction: Since February 2020, over 104 million people in the United States have been diagnosed with SARS-CoV-2 infection, or COVID-19, with over 8.5 million reported in the state of Texas. This study analyzed social determinants of health as predictors for readmission among COVID-19 patients in Southeast Texas, United States.
    Methods: A retrospective cohort study was conducted investigating demographic and clinical risk factors for 30, 60, and 90-day readmission outcomes among adult patients with a COVID-19-associated inpatient hospitalization encounter within a regional health information exchange between February 1, 2020, to December 1, 2022.
    Results and discussion: In this cohort of 91,007 adult patients with a COVID-19-associated hospitalization, over 21% were readmitted to the hospital within 90  days (
    MeSH term(s) Adult ; Humans ; United States ; COVID-19/epidemiology ; Patient Readmission ; Retrospective Studies ; Health Information Exchange ; Social Determinants of Health ; SARS-CoV-2 ; Hospitalization
    Language English
    Publishing date 2024-03-27
    Publishing country Switzerland
    Document type Journal Article ; Research Support, Non-U.S. Gov't
    ZDB-ID 2711781-9
    ISSN 2296-2565 ; 2296-2565
    ISSN (online) 2296-2565
    ISSN 2296-2565
    DOI 10.3389/fpubh.2024.1352240
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  3. Book ; Conference proceedings: 2009 IEEE-RIVF International Conference on Computing and Communication Technologies

    Cao, Tru

    (RIVF 2009) ; Danang, Vietnam, 13 - 17 July 2009

    2009  

    Title variant Research, innovation, and vision for the future
    Institution Institute of Electrical and Electronics Engineers
    Event/congress IEEE-RIVF International Conference on Computing and Communication Technologies (7, 2009.07.13-17, Danang) ; RIVF (7, 2009.07.13-17, Danang)
    Author's details ed.: Tru Cao
    Language English
    Size XII, 310 S., Ill., graph. Darst.
    Publisher IEEE
    Publishing place Piscataway, NJ
    Document type Book ; Conference proceedings
    Note Parallel als Online-Ausg. erschienen
    ISBN 9781424445660 ; 9781424445684 ; 1424445663 ; 142444568X
    Database Library catalogue of the German National Library of Science and Technology (TIB), Hannover

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  4. Book ; Conference proceedings ; Online: International Conference on Computing and Communication Technologies, 2009

    Cao, Tru

    RIVF '09 ; Danang, Vietnam, 13 - 17 July 2009

    2009  

    Title variant Research, innovation, and vision for the future
    Institution Institute of Electrical and Electronics Engineers
    Event/congress International Conference on Computing and Communication Technologies (7, 2009.07.13-17, Danang) ; RIVF (7, 2009.07.13-17, Danang)
    Author's details IEEE. Ed.: Tru Cao
    Language English
    Size Online-Ressource (XII, 310 S.)
    Publisher IEEE
    Publishing place Piscataway, NJ
    Document type Book ; Conference proceedings ; Online
    Note Parallel als Druckausg. erschienen
    ISBN 9781424445660 ; 9781424445684 ; 1424445663 ; 142444568X
    Database Library catalogue of the German National Library of Science and Technology (TIB), Hannover

    Full text online

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  5. Article: Association of cancer diagnosis with disability status among older survivors of colorectal cancer: a population-based retrospective cohort study.

    Zhang, Shiming / Chou, Lin-Na / Swartz, Michael D / Mehta, Hemalkumar B / Goodwin, James S / Kuo, Yong-Fang / Giordano, Sharon Hermes / Tucker, Carole A / Basen-Engquist, Karen M / Lyons, Elizabeth J / Downer, Brian / Peterson, Susan K / Cao, Tru / Swartz, Maria C

    Frontiers in oncology

    2024  Volume 14, Page(s) 1283252

    Abstract: Background: Older cancer survivors likely experience physical function limitations due to cancer and its treatments, leading to disability and early mortality. Existing studies have focused on factors associated with surgical complications and mortality ...

    Abstract Background: Older cancer survivors likely experience physical function limitations due to cancer and its treatments, leading to disability and early mortality. Existing studies have focused on factors associated with surgical complications and mortality risk rather than factors associated with the development of poor disability status (DS), a proxy measure of poor performance status, in cancer survivors. We aimed to identify factors associated with the development of poor DS among older survivors of colorectal cancer (CRC) and compare poor DS rates to an age-sex-matched, non-cancer cohort.
    Methods: This retrospective cohort study utilized administrative data from the Texas Cancer Registry Medicare-linked database. The study cohort consisted of 13,229 survivors of CRC diagnosed between 2005 and 2013 and an age-sex-matched, non-cancer cohort of 13,225 beneficiaries. The primary outcome was poor DS, determined by Davidoff's method, using predictors from 12 months of Medicare claims after cancer diagnosis. Multivariable Cox proportional hazards regression was used to identify risk factors associated with the development of poor DS.
    Results: Among the survivors of CRC, 97% were 65 years or older. After a 9-year follow-up, 54% of survivors of CRC developed poor DS. Significant factors associated with future poor DS included: age at diagnosis (hazard ratio [HR] = 3.50 for >80 years old), female sex (HR = 1.50), race/ethnicity (HR = 1.34 for Hispanic and 1.21 for Black), stage at diagnosis (HR = 2.26 for distant metastasis), comorbidity index (HR = 2.18 for >1), and radiation therapy (HR = 1.21). Having cancer (HR = 1.07) was significantly associated with developing poor DS in the pooled cohorts; age and race/ethnicity were also significant factors.
    Conclusions: Our findings suggest that a CRC diagnosis is independently associated with a small increase in the risk of developing poor DS after accounting for other known factors. The study identified risk factors for developing poor DS in CRC survivors, including Hispanic and Black race/ethnicity, age, sex, histologic stage, and comorbidities. These findings underscore the importance of consistent physical function assessments, particularly among subsets of older survivors of CRC who are at higher risk of disability, to prevent developing poor DS.
    Language English
    Publishing date 2024-03-15
    Publishing country Switzerland
    Document type Journal Article
    ZDB-ID 2649216-7
    ISSN 2234-943X
    ISSN 2234-943X
    DOI 10.3389/fonc.2024.1283252
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  6. Book: Conceptual graphs and fuzzy logic

    Cao, Tru Hoang

    a fusion for representing and reasoning with linguistic information

    (Studies in computational intelligence ; 306)

    2010  

    Author's details Tru Hoang Cao
    Series title Studies in computational intelligence ; 306
    Keywords Computational intelligence ; Conceptual structures (Information theory) ; Fuzzy graphs ; Fuzzy logic ; Logic programming ; Natürliche Sprache ; Begriffsgraph ; Fuzzy-logisches Schließen ; Ontologie
    Language English
    Size X, 202 S., 235 mm x 155 mm
    Publisher Springer
    Publishing place Berlin u.a.
    Document type Book
    Note Literaturverz. S. [193] - 202
    ISBN 9783642140860 ; 9783642140877 ; 3642140866 ; 3642140874
    Database Library catalogue of the German National Library of Science and Technology (TIB), Hannover

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  7. Book ; Online: Conceptual Graphs and Fuzzy Logic

    Cao, Tru Hoang

    A Fusion for Representing and Reasoning with Linguistic Information

    (Studies in Computational Intelligence ; 306)

    2010  

    Author's details by Tru Hoang Cao
    Series title Studies in Computational Intelligence ; 306
    Keywords Artificial intelligence ; Engineering
    Language English
    Size Online-Ressource, v.: digital
    Publisher Springer-Verlag Berlin Heidelberg
    Publishing place Berlin, Heidelberg
    Document type Book ; Online
    Note Includes bibliographical references (p. [193]-202)
    ISBN 1280005130 ; 1280005734 ; 9781280005732 ; 9783642140860 ; 9783642140877 ; 9781280005138 ; 3642140866 ; 3642140874
    DOI 10.1007/978-3-642-14087-7
    Database Former special subject collection: coastal and deep sea fishing

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  8. Book ; Conference proceedings ; Online: Advances in knowledge discovery and data mining

    Cao, Tru / Cheung, David / Ho, Tu-Bao / Lim, Ee-Peng / Motoda, Hiroshi / Zhou, Zhi-Hua

    19th Pacific-Asia conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19 - 22, 2015 ; proceedings, part II

    (Lecture notes in computer science : Lecture notes in artificial intelligence ; 9078)

    2015  

    Abstract: This two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2015, held in Ho Chi Minh City, Vietnam, in May 2015. The proceedings contain 117 ... ...

    Institution PAKDD
    Event/congress PAKDD (19, 2015.05.19-22, HoChiMinhCity) ; Pacific-Asia Conference on Knowledge Discovery and Data Mining (19, 2015.05.19-22, HoChiMinhCity)
    Author's details Tru Cao; Ee-Peng Lim; Zhi-Hua Zhou; Tu-Bao Ho; David Cheung; Hiroshi Motoda (eds.)
    Series title Lecture notes in computer science : Lecture notes in artificial intelligence ; 9078
    Abstract This two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2015, held in Ho Chi Minh City, Vietnam, in May 2015. The proceedings contain 117 paper carefully reviewed and selected from 405 submissions. They have been organized in topical sections named: social networks and social media; classification; machine learning; applications; novel methods and algorithms; opinion mining and sentiment analysis; clustering; outlier and anomaly detection; mining uncertain and imprecise data; mining temporal and spatial data; feature extraction and selection; mining heterogeneous, high-dimensional, and sequential data; entity resolution and topic-modeling; itemset and high-performance data mining; and recommendations
    Keywords Artificial intelligence ; Computer science ; Data mining ; Information storage and retrieval systems
    Language English
    Size Online-Ressource (XXIX, 773 S.)
    Publisher Springer
    Publishing place Cham u.a.
    Document type Book ; Conference proceedings ; Online
    Note Literaturangaben
    ISBN 9783319180311 ; 9783319180328 ; 3319180312 ; 3319180320
    DOI 10.1007/978-3-319-18032-8
    Database Former special subject collection: coastal and deep sea fishing

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  9. Book ; Conference proceedings: Advances in knowledge discovery and data mining

    Cao, Tru / Cheung, David / Ho, Tu-Bao / Lim, Ee-Peng / Motoda, Hiroshi / Zhou, Zhi-Hua

    19th Pacific-Asia conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015 ; proceedings

    (Lecture notes in computer science : Lecture notes in artificial intelligence ; ...)

    2015  

    Institution PAKDD
    Event/congress PAKDD (19, 2015.05.19-22, HoChiMinhCity) ; Pacific-Asia Conference Knowledge Discovery and Data Mining (19, 2015.05.19-22, HoChiMinhCity)
    Author's details Tru Cao ... (eds.)
    Series title Lecture notes in computer science : Lecture notes in artificial intelligence
    ...
    Language English
    Publisher Springer
    Publishing place Cham u.a.
    Document type Book ; Conference proceedings
    Database Library catalogue of the German National Library of Science and Technology (TIB), Hannover

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  10. Book ; Conference proceedings ; Online: Advances in knowledge discovery and data mining

    Cao, Tru / Cheung, David / Ho, Tu-Bao / Lim, Ee-Peng / Motoda, Hiroshi / Zhou, Zhi-Hua

    19th Pacific-Asia conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19 - 22, 2015 ; proceedings, part I

    (Lecture notes in computer science : Lecture notes in artificial intelligence ; 9077)

    2015  

    Abstract: This two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2015, held in Ho Chi Minh City, Vietnam, in May 2015. The proceedings contain 117 ... ...

    Institution PAKDD
    Event/congress PAKDD (19, 2015.05.19-22, HoChiMinhCity) ; Pacific-Asia Conference on Knowledge Discovery and Data Mining (19, 2015.05.19-22, HoChiMinhCity)
    Author's details Tru Cao; Ee-Peng Lim; Zhi-Hua Zhou; Tu-Bao Ho; David Cheung; Hiroshi Motoda (eds.)
    Series title Lecture notes in computer science : Lecture notes in artificial intelligence ; 9077
    Abstract This two-volume set, LNAI 9077 + 9078, constitutes the refereed proceedings of the 19th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2015, held in Ho Chi Minh City, Vietnam, in May 2015. The proceedings contain 117 paper carefully reviewed and selected from 405 submissions. They have been organized in topical sections named: social networks and social media; classification; machine learning; applications; novel methods and algorithms; opinion mining and sentiment analysis; clustering; outlier and anomaly detection; mining uncertain and imprecise data; mining temporal and spatial data; feature extraction and selection; mining heterogeneous, high-dimensional, and sequential data; entity resolution and topic-modeling; itemset and high-performance data mining; and recommendations
    Keywords Artificial intelligence ; Computer science ; Data mining ; Information storage and retrieval systems
    Language English
    Size Online-Ressource (XXX, 763 S.)
    Publisher Springer
    Publishing place Cham u.a.
    Document type Book ; Conference proceedings ; Online
    Note Literaturangaben
    ISBN 9783319180373 ; 9783319180380 ; 3319180371 ; 331918038X
    DOI 10.1007/978-3-319-18038-0
    Database Former special subject collection: coastal and deep sea fishing

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