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Arnold Corey

Title(s)Associate Professor, Radiology
Phone310.794.3538
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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 
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    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. Gonzalez G, Vaculik K, Khalil C, Zektser Y, Arnold C, Almario CV, Spiegel BMR, Anger JT. Women's Experience with Stress Urinary Incontinence: Insights from Social Media Analytics. J Urol. 2019 Dec 19; 101097JU0000000000000706. PMID: 31855097.
      View in: PubMed
    2. Sohn A, Speier W, Lan E, Aoki K, Fonarow G, Ong M, Arnold C. Assessment of Heart Failure Patients' Interest in Mobile Health Apps for Self-Care: Survey Study. JMIR Cardio. 2019 Oct 29; 3(2):e14332. PMID: 31758788.
      View in: PubMed
    3. 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
    4. 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
    5. Meng Y, Speier W, Shufelt C, Joung S, Van Eyk JE, Merz CNB, 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. 2019 Jun 11. PMID: 31199276.
      View in: PubMed
    6. Ho KC, Scalzo F, Sarma KV, Speier W, El-Saden S, Arnold C. Predicting ischemic stroke tissue fate using a deep convolutional neural network on source magnetic resonance perfusion images. J Med Imaging (Bellingham). 2019 Apr; 6(2):026001. PMID: 31131293.
      View in: PubMed
    7. 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
    8. Dzubur E, Khalil C, Almario CV, Noah B, Minhas D, Ishimori M, Arnold C, Park Y, Kay J, Weisman MH, Spiegel BMR. Patient Concerns and Perceptions Regarding Biologic Therapies in Ankylosing Spondylitis: Insights From a Large-Scale Survey of Social Media Platforms. Arthritis Care Res (Hoboken). 2019 02; 71(2):323-330. PMID: 29781587.
      View in: PubMed
    9. Li W, Li J, Sarma KV, Ho KC, Shen S, Knudsen BS, Gertych A, Arnold CW. Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images. IEEE Trans Med Imaging. 2019 04; 38(4):945-954. PMID: 30334752.
      View in: PubMed
    10. Speier W, Dzubur E, Zide M, Shufelt C, Joung S, Van Eyk JE, Bairey Merz CN, Lopez M, Spiegel B, Arnold C. Evaluating utility and compliance in a patient-based eHealth study using continuous-time heart rate and activity trackers. J Am Med Inform Assoc. 2018 10 01; 25(10):1386-1391. PMID: 29850807.
      View in: PubMed
    11. 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
    12. 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
    13. 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
    14. Speier W, Arnold C, Chandravadia N, Roberts D, Pendekanti S, Pouratian N. Improving P300 Spelling Rate using Language Models and Predictive Spelling. Brain Comput Interfaces (Abingdon). 2018; 5(1):13-22. PMID: 30560145.
      View in: PubMed
    15. 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
    16. 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
    17. 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
    18. 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
    19. 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
    20. Whitman CB, Reid MW, Arnold C, Patel H, Ursos L, Sa'adon R, Pourmorady J, Spiegel BM. Balancing opioid-induced gastrointestinal side effects with pain management: Insights from the online community. J Opioid Manag. 2015 Sep-Oct; 11(5):383-91. PMID: 26535966.
      View in: PubMed
    21. McNamara M, Arnold C, Sarma K, Aberle D, Garon E, Bui AA. Patient Portal Preferences: Perspectives on Imaging Information. J Assoc Inf Sci Technol. 2015 Aug 01; 66(8):1606-1615. PMID: 26191535.
      View in: PubMed
    22. 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
    23. 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
    24. McNamara M, Sarma K, Aberle DR, Bui AA, Arnold C. Data model for personalized patient health guidelines: an exploratory study. AMIA Annu Symp Proc. 2014; 2014:1835-44. PMID: 25954456.
      View in: PubMed
    25. Speier W, Arnold C, Lu J, Deshpande A, Pouratian N. Integrating language information with a hidden Markov model to improve communication rate in the P300 speller. IEEE Trans Neural Syst Rehabil Eng. 2014 May; 22(3):678-84. PMID: 24760927.
      View in: PubMed
    26. Speier W, Arnold C, Pouratian N. Evaluating true BCI communication rate through mutual information and language models. PLoS One. 2013; 8(10):e78432. PMID: 24167623.
      View in: PubMed
    27. Bui AA, Hsu W, Arnold C, El-Saden S, Aberle DR, Taira RK. Imaging-based observational databases for clinical problem solving: the role of informatics. J Am Med Inform Assoc. 2013 Nov-Dec; 20(6):1053-8. PMID: 23775172.
      View in: PubMed
    28. 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
    29. 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
    30. Taira RK, Arnold CW. Hierarchical semantic structures for medical NLP. Stud Health Technol Inform. 2013; 192:1194. PMID: 23920968.
      View in: PubMed
    31. 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
    32. 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
    33. Speier W, Arnold C, Lu J, Taira RK, Pouratian N. Natural language processing with dynamic classification improves P300 speller accuracy and bit rate. J Neural Eng. 2012 Feb; 9(1):016004. PMID: 22156110.
      View in: PubMed
    34. Singleton KW, Lan M, Arnold C, Vahidi M, Arangua L, Gelberg L, Bui AA. Wireless data collection of self-administered surveys using tablet computers. AMIA Annu Symp Proc. 2011; 2011:1261-9. PMID: 22195187.
      View in: PubMed
    35. Speier W, Iglesias JE, El-Kara L, Tu Z, Arnold C. Robust skull stripping of clinical glioblastoma multiforme data. Med Image Comput Comput Assist Interv. 2011; 14(Pt 3):659-66. PMID: 22003756.
      View in: PubMed
    36. 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
    37. Hsu W, Arnold CW, Taira RK. A Neuro-Oncology Workstation for Structuring, Modeling, and Visualizing Patient Records. IHI. 2010 Nov; 2010:837-840. PMID: 27583308.
      View in: PubMed
    38. 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
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