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Arnold, Corey Wells

Title(s)Associate Professor-in-Residence, Radiological Sciences
Phone43538
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    Other Positions
    Title(s)Associate Professor-in-Residence, Pathology And Laboratory Medicine


    Collapse Research 
    Collapse Research Activities and Funding
    mHealth for Heart Failure: Predictive Models of Readmission Risk and Self-care Using Consumer Activity Trackers
    NIH/NHLBI R01HL141773Apr 5, 2019 - Feb 28, 2023
    Role: Principal Investigator
    Predicting the Presence of Clinically Significant Prostate Cancer using Multiparametric MRI and MR-US Fusion Biopsy
    NIH/NCI R21CA220352Jun 1, 2018 - May 31, 2020
    Role: Principal Investigator
    A Machine Learning Approach to Classifying Time Since Stroke using Medical Imaging
    NIH/NINDS R01NS100806May 1, 2018 - Feb 28, 2023
    Role: Principal Investigator
    mHealth for Heart Failure: Predictive Models of Readmission Risk and Self-care Using Consumer Activity Trackers
    NIH/NHLBI R56HL135425Sep 2, 2017 - Aug 31, 2018
    Role: Principal Investigator
    A Topic Model and Visualization for Automatic Summarization of Patient Records
    NIH/NLM R21LM011937Sep 1, 2014 - Aug 31, 2016
    Role: Principal Investigator

    Collapse Bibliographic 
    Collapse Publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help.
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    1. Guorgui J, Kinnaird A, Jayadevan R, Priester AM, Arnold C, Marks LS. An electronic form for reporting results of targeted prostate biopsy: Urology Integrated Diagnostic Report (Uro-IDR). Urology. 2020 Jan 21. PMID: 31978527.
      View in: PubMed
    2. Shufelt C, Dzubur E, Joung S, Fuller G, Mouapi KN, Van Den Broek I, Lopez M, Dhawan S, Arnold CW, Speier W, Mastali M, Fu Q, Van Eyk JE, Spiegel B, Merz CNB. A protocol integrating remote patient monitoring patient reported outcomes and cardiovascular biomarkers. NPJ Digit Med. 2019; 2:84. PMID: 31508495.
      View in: PubMed
    3. Sarma KV, Spiegel BMR, Reid MW, Chen S, Merchant RM, Seltzer E, Arnold CW. Estimating the Health-Related Quality of Life of Twitter Users Using Semantic Processing. Stud Health Technol Inform. 2019 Aug 21; 264:1065-1069. PMID: 31438088.
      View in: PubMed
    4. Meng Y, Speier W, Shufelt C, Joung S, E Van Eyk J, Bairey Merz CN, Lopez M, Spiegel B, Arnold CW. A Machine Learning Approach to Classifying Self-Reported Health Status in a Cohort of Patients With Heart Disease Using Activity Tracker Data. IEEE J Biomed Health Inform. 2020 Mar; 24(3):878-884. PMID: 31199276.
      View in: PubMed
    5. Ho KC, Speier W, Zhang H, Scalzo F, El-Saden S, Arnold CW. A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging. IEEE Trans Med Imaging. 2019 07; 38(7):1666-1676. PMID: 30802855.
      View in: PubMed
    6. Li J, Speier W, Ho KC, Sarma KV, Gertych A, Knudsen BS, Arnold CW. An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies. Comput Med Imaging Graph. 2018 11; 69:125-133. PMID: 30243216.
      View in: PubMed
    7. Ho KC, Speier W, El-Saden S, Arnold CW. Classifying Acute Ischemic Stroke Onset Time using Deep Imaging Features. AMIA Annu Symp Proc. 2017; 2017:892-901. PMID: 29854156.
      View in: PubMed
    8. Li J, Sarma KV, Chung Ho K, Gertych A, Knudsen BS, Arnold CW. A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies. AMIA Annu Symp Proc. 2017; 2017:1140-1148. PMID: 29854182.
      View in: PubMed
    9. Zide M, Caswell K, Peterson E, Aberle DR, Bui AA, Arnold CW. Consumers' Patient Portal Preferences and Health Literacy: A Survey Using Crowdsourcing. JMIR Res Protoc. 2016 Jun 08; 5(2):e104. PMID: 27278634.
      View in: PubMed
    10. Speier W, Ong MK, Arnold CW. Using phrases and document metadata to improve topic modeling of clinical reports. J Biomed Inform. 2016 06; 61:260-6. PMID: 27109931.
      View in: PubMed
    11. Hsu W, Han SX, Arnold CW, Bui AA, Enzmann DR. A data-driven approach for quality assessment of radiologic interpretations. J Am Med Inform Assoc. 2016 Apr; 23(e1):e152-6. PMID: 26606938.
      View in: PubMed
    12. Arnold CW, Oh A, Chen S, Speier W. Evaluating topic model interpretability from a primary care physician perspective. Comput Methods Programs Biomed. 2016 Feb; 124:67-75. PMID: 26614020.
      View in: PubMed
    13. Arnold CW, Wallace WD, Chen S, Oh A, Abtin F, Genshaft S, Binder S, Aberle D, Enzmann D. RadPath: A Web-based System for Integrating and Correlating Radiology and Pathology Findings During Cancer Diagnosis. Acad Radiol. 2016 Jan; 23(1):90-100. PMID: 26521686.
      View in: PubMed
    14. Oh AS, Arnold CW, Vangala S, Wallace WD, Genshaft SJ, Sarma K, Aberle DR. Imaging-histologic discordance at percutaneous biopsy of the lung. Acad Radiol. 2015 Apr; 22(4):481-7. PMID: 25601302.
      View in: PubMed
    15. Ho KC, Speier W, El-Saden S, Liebeskind DS, Saver JL, Bui AA, Arnold CW. Predicting discharge mortality after acute ischemic stroke using balanced data. AMIA Annu Symp Proc. 2014; 2014:1787-96. PMID: 25954451.
      View in: PubMed
    16. Arnold CW, McNamara M, El-Saden S, Chen S, Taira RK, Bui AA. Imaging informatics for consumer health: towards a radiology patient portal. J Am Med Inform Assoc. 2013 Nov-Dec; 20(6):1028-36. PMID: 23739614.
      View in: PubMed
    17. Love A, Arnold CW, El-Saden S, Liebeskind DS, Andrada L, Saver J, Bui AA. Unifying acute stroke treatment guidelines for a Bayesian belief network. Stud Health Technol Inform. 2013; 192:1012. PMID: 23920786.
      View in: PubMed
    18. Taira RK, Arnold CW. Hierarchical semantic structures for medical NLP. Stud Health Technol Inform. 2013; 192:1194. PMID: 23920968.
      View in: PubMed
    19. Chen X, Arnold CW. Integrating UIMA annotators in a web-based text processing framework. Stud Health Technol Inform. 2013; 192:1191. PMID: 23920965.
      View in: PubMed
    20. Arnold CW, Nguyen T, Janzen C. BabySTEPS: a sugar tracking electronic portal system for gestational diabetes. Stud Health Technol Inform. 2013; 192:1123. PMID: 23920897.
      View in: PubMed
    21. Arnold CW, El-Saden SM, Bui AA, Taira R. Clinical Case-based Retrieval Using Latent Topic Analysis. AMIA Annu Symp Proc. 2010 Nov 13; 2010:26-30. PMID: 21346934.
      View in: PubMed
    22. Arnold CW, Bui AA, Morioka C, El-Saden S, Kangarloo H. Informatics in radiology: A prototype Web-based reporting system for onsite-offsite clinician communication. Radiographics. 2007 Jul-Aug; 27(4):1201-11. PMID: 17620477.
      View in: PubMed