Corey Wells Arnold

Title(s)Associate Professor, Radiological Sciences
Address924 Westwood Boulevard 830
Los Angeles CA 90024
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    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. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Radiology's Information Architecture Could Migrate to One Emulating That of Smartphones. J Am Coll Radiol. 2020 May 05. Enzmann DR, Arnold CW, Zaragoza E, Siegel E, Pfeffer MA. PMID: 32387372.
      View in: PubMed   Mentions:    Fields:    
    2. An Electronic Form for Reporting Results of Targeted Prostate Biopsy: Urology Integrated Diagnostic Report (Uro-IDR). Urology. 2020 Apr; 138:188-193. Guorgui J, Kinnaird A, Jayadevan R, Priester AM, Arnold CW, Marks LS. PMID: 31978527.
      View in: PubMed   Mentions:    Fields:    
    3. A protocol integrating remote patient monitoring patient reported outcomes and cardiovascular biomarkers. NPJ Digit Med. 2019; 2:84. 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. PMID: 31508495.
      View in: PubMed   Mentions:
    4. Estimating the Health-Related Quality of Life of Twitter Users Using Semantic Processing. Stud Health Technol Inform. 2019 Aug 21; 264:1065-1069. Sarma KV, Spiegel BMR, Reid MW, Chen S, Merchant RM, Seltzer E, Arnold CW. PMID: 31438088.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    5. 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 03; 24(3):878-884. Meng Y, Speier W, Shufelt C, Joung S, E Van Eyk J, Bairey Merz CN, Lopez M, Spiegel B, Arnold CW. PMID: 31199276.
      View in: PubMed   Mentions: 2     Fields:    
    6. A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging. IEEE Trans Med Imaging. 2019 07; 38(7):1666-1676. Ho KC, Speier W, Zhang H, Scalzo F, El-Saden S, Arnold CW. PMID: 30802855.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    7. 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. Li J, Speier W, Ho KC, Sarma KV, Gertych A, Knudsen BS, Arnold CW. PMID: 30243216.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    8. Classifying Acute Ischemic Stroke Onset Time using Deep Imaging Features. AMIA Annu Symp Proc. 2017; 2017:892-901. Ho KC, Speier W, El-Saden S, Arnold CW. PMID: 29854156.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    9. A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies. AMIA Annu Symp Proc. 2017; 2017:1140-1148. Li J, Sarma KV, Chung Ho K, Gertych A, Knudsen BS, Arnold CW. PMID: 29854182.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    10. Consumers' Patient Portal Preferences and Health Literacy: A Survey Using Crowdsourcing. JMIR Res Protoc. 2016 Jun 08; 5(2):e104. Zide M, Caswell K, Peterson E, Aberle DR, Bui AA, Arnold CW. PMID: 27278634.
      View in: PubMed   Mentions:
    11. Using phrases and document metadata to improve topic modeling of clinical reports. J Biomed Inform. 2016 06; 61:260-6. Speier W, Ong MK, Arnold CW. PMID: 27109931.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    12. A data-driven approach for quality assessment of radiologic interpretations. J Am Med Inform Assoc. 2016 Apr; 23(e1):e152-6. Hsu W, Han SX, Arnold CW, Bui AA, Enzmann DR. PMID: 26606938.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    13. Evaluating topic model interpretability from a primary care physician perspective. Comput Methods Programs Biomed. 2016 Feb; 124:67-75. Arnold CW, Oh A, Chen S, Speier W. PMID: 26614020.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    14. RadPath: A Web-based System for Integrating and Correlating Radiology and Pathology Findings During Cancer Diagnosis. Acad Radiol. 2016 Jan; 23(1):90-100. Arnold CW, Wallace WD, Chen S, Oh A, Abtin F, Genshaft S, Binder S, Aberle D, Enzmann D. PMID: 26521686.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    15. Imaging-histologic discordance at percutaneous biopsy of the lung. Acad Radiol. 2015 Apr; 22(4):481-7. Oh AS, Arnold CW, Vangala S, Wallace WD, Genshaft SJ, Sarma K, Aberle DR. PMID: 25601302.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    16. Predicting discharge mortality after acute ischemic stroke using balanced data. AMIA Annu Symp Proc. 2014; 2014:1787-96. Ho KC, Speier W, El-Saden S, Liebeskind DS, Saver JL, Bui AA, Arnold CW. PMID: 25954451.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    17. Imaging informatics for consumer health: towards a radiology patient portal. J Am Med Inform Assoc. 2013 Nov-Dec; 20(6):1028-36. Arnold CW, McNamara M, El-Saden S, Chen S, Taira RK, Bui AA. PMID: 23739614.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    18. Integrating UIMA annotators in a web-based text processing framework. Stud Health Technol Inform. 2013; 192:1191. Chen X, Arnold CW. PMID: 23920965.
      View in: PubMed   Mentions:    Fields:    
    19. BabySTEPS: a sugar tracking electronic portal system for gestational diabetes. Stud Health Technol Inform. 2013; 192:1123. Arnold CW, Nguyen T, Janzen C. PMID: 23920897.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    20. Unifying acute stroke treatment guidelines for a Bayesian belief network. Stud Health Technol Inform. 2013; 192:1012. Love A, Arnold CW, El-Saden S, Liebeskind DS, Andrada L, Saver J, Bui AA. PMID: 23920786.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    21. Hierarchical semantic structures for medical NLP. Stud Health Technol Inform. 2013; 192:1194. Taira RK, Arnold CW. PMID: 23920968.
      View in: PubMed   Mentions:    Fields:    
    22. Clinical Case-based Retrieval Using Latent Topic Analysis. AMIA Annu Symp Proc. 2010 Nov 13; 2010:26-30. Arnold CW, El-Saden SM, Bui AA, Taira R. PMID: 21346934.
      View in: PubMed   Mentions: 16     Fields:    
    23. Informatics in radiology: A prototype Web-based reporting system for onsite-offsite clinician communication. Radiographics. 2007 Jul-Aug; 27(4):1201-11. Arnold CW, Bui AA, Morioka C, El-Saden S, Kangarloo H. PMID: 17620477.
      View in: PubMed   Mentions: 6     Fields: