Alex Anh-Tuan Bui

Title(s)Professor, Radiological Sciences
SchoolMedicine
ORCID ORCID Icon0000-0002-4702-1373 Additional info
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    Collapse Biography 
    Collapse Education and Training
    UCLA, Los Angeles, CAPhD06/2000Computer Science
    UC Berkeley, Berkeley, CABA05/1995Computer Science

    Collapse Overview 
    Collapse Overview
    Dr. Bui received his PhD in Computer Science in 2000, upon which he joined the UCLA faculty. He is now the Director of the Medical & Imaging Informatics (MII) group. Dr. Bui also holds the David Geffen Chair in Informatics. His research includes informatics and data science for biomedical research and healthcare in areas related to distributed information architectures and mHealth; methodological development, application, and evaluation of artificial intelligence (AI) methods, including machine/reinforcement learning; and data visualization. His work bridges contemporary computational approaches with the opportunities arising from the breadth of biomedical observations and the electronic health record (EHR), tackling the associated translational challenges.

    Dr. Bui has a long history of leading extramurally funded research, including from multiple different National Institutes of Health (NIH) institutes (NCI, NLM, NINDS, NIBIB, etc.). He was Co-Director for the NIH Big Data to Knowledge (BD2K) Centers Coordination Center; and Application Lead for the NSF-funded Expeditions in Computing Center for Domain-Specific Computing (CDSC), exploring cutting-edge hardware/software techniques for accelerating algorithms used in healthcare. He led the NIH-funded Los Angeles PRISMS Center, a U54 focused on mHealth informatics. He is now Director of UCLA's Bridge2AI Coordination Center, a landmark NIH initiative to advance the use of AI/ML methods. Dr. Bui is Program Director of multiple separate NIH TL1/T15/T32s at UCLA in the areas of biomedical informatics and data science; Director for the Medical Informatics Home Area in the Graduate Program in Biosciences; and services at the Senior Associate Director for Informatics for UCLA's Clinical and Translational Science Institute (CTSI).

    Collapse Research 
    Collapse Research Activities and Funding
    Prediction of Chronic Kidney Disease by Simulation Modeling to Improve the Health of Minority Populations
    NIH R01MD014712Jan 23, 2020 - Nov 30, 2023
    Role: Co-Principal Investigator
    PREMIERE: A PREdictive Model Index and Exchange REpository
    NIH R01EB027650Sep 15, 2019 - May 31, 2023
    Role: Principal Investigator
    Individually-tailored clinical decision support for management of indeterminate pulmonary nodules
    NIH R01CA226079Dec 1, 2018 - Nov 30, 2023
    Role: Principal Investigator
    iDISCOVER: Integrated Data Science Training in CardioVascular Medicine
    NIH T32HL139450Jul 1, 2018 - Jun 30, 2023
    Role: Co-Principal Investigator
    The Los Angeles PRISMS Center: The Biomedical REAl-Time Health Evaluation (BREATHE) Platform
    NIH U54EB022002Sep 30, 2015 - Aug 31, 2020
    Role: Principal Investigator
    Medical Imaging Informatics Training Grant
    NIH T32EB016640Sep 1, 2013 - Aug 31, 2023
    Role: Principal Investigator
    RUMI: A patient portal for retrieving understandable medical information
    NIH R01LM011333May 15, 2012 - Apr 30, 2017
    Role: Principal Investigator
    A Predictive Prognostic Model for Glioblastoma Multiforme
    NIH R01CA157553May 8, 2012 - Mar 31, 2018
    Role: Principal Investigator
    An Observational Acute Stroke Model for Decision Support and Comparing Outcomes
    NIH R01NS076534Sep 1, 2011 - May 31, 2017
    Role: Principal Investigator
    An Imaging-based Disease Model for Understanding Bone Health
    NIH R01EB009306Sep 1, 2008 - Jun 30, 2014
    Role: Principal Investigator
    Medical Imaging Informatics Training Program
    NIH T15LM007356Jul 1, 2002 - Jun 30, 2013
    Role: Principal Investigator
    Toward Individually-tailored Medicine: Probabilistic Models of Cerebral Aneurysms
    NIH R01EB000362Aug 1, 1984 - Aug 31, 2015
    Role: Principal Investigator

    Collapse ORNG Applications 
    Collapse Featured Publications

    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. Data-driven prediction of continuous renal replacement therapy survival. Nat Commun. 2024 Jun 27; 15(1):5440. Zamanzadeh D, Feng J, Petousis P, Vepa A, Sarrafzadeh M, Karumanchi SA, Bui AAT, Kurtz I. PMID: 38937447; PMCID: PMC11211317.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    2. Early prediction of end-stage kidney disease using electronic health record data: a machine learning approach with a 2-year horizon. JAMIA Open. 2024 Apr; 7(1):ooae015. Petousis P, Wilson JM, Gelvezon AV, Alam S, Jain A, Prichard L, Elashoff DA, Raja N, Bui AAT. PMID: 38414534; PMCID: PMC10898824.
      View in: PubMed   Mentions:
    3. Impact of Potential Case Misclassification by Administrative Diagnostic Codes on Outcome Assessment of Observational Study for People Who Inject Drugs. Open Forum Infect Dis. 2024 Feb; 11(2):ofae030. Goodman-Meza D, Goto M, Salimian A, Shoptaw S, Bui AAT, Gordon AJ, Goetz MB. PMID: 38379573; PMCID: PMC10878055.
      View in: PubMed   Mentions:
    4. Towards a framework for interoperability and reproducibility of predictive models. J Biomed Inform. 2024 01; 149:104551. Rahrooh A, Garlid AO, Bartlett K, Coons W, Petousis P, Hsu W, Bui AAT. PMID: 38000765.
      View in: PubMed   Mentions:    Fields:    
    5. Data-driven prediction of continuous renal replacement therapy survival. Res Sq. 2023 Nov 14. Zamanzadeh D, Feng J, Petousis P, Vepa A, Sarrafzadeh M, Karumanchi SA, Bui AAT, Kurtz I. PMID: 38014280; PMCID: PMC10680921.
      View in: PubMed   Mentions:
    6. Capturing Demographic, Health-Related, and Psychosocial Variables in a Standardized Manner: Towards Improving Cancer Screening Adherence. AMIA Annu Symp Proc. 2022; 2022:709-718. Lin Y, Ding R, Prosper AE, Aberle DR, Bui AAT, Hsu W. PMID: 37128415; PMCID: PMC10148364.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    7. Evaluation of an automated phenotyping algorithm for rheumatoid arthritis. J Biomed Inform. 2022 11; 135:104214. Zheng HW, Ranganath VK, Perry LC, Chetrit DA, Criner KM, Pham AQ, Seto R, Vangala S, Elashoff DA, Bui AAT. PMID: 36220544; PMCID: PMC10226612.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    8. Natural Language Processing and Machine Learning to Identify People Who Inject Drugs in Electronic Health Records. Open Forum Infect Dis. 2022 Sep; 9(9):ofac471. Goodman-Meza D, Tang A, Aryanfar B, Vazquez S, Gordon AJ, Goto M, Goetz MB, Shoptaw S, Bui AAT. PMID: 36168546; PMCID: PMC9511274.
      View in: PubMed   Mentions: 3  
    9. AdaDiag: Adversarial Domain Adaptation of Diagnostic Prediction with Clinical Event Sequences. J Biomed Inform. 2022 10; 134:104168. Zhang T, Chen M, Bui AAT. PMID: 35987449; PMCID: PMC9580228.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    10. Development and Validation of Machine Models Using Natural Language Processing to Classify Substances Involved in Overdose Deaths. JAMA Netw Open. 2022 08 01; 5(8):e2225593. Goodman-Meza D, Shover CL, Medina JA, Tang AB, Shoptaw S, Bui AAT. PMID: 35939303; PMCID: PMC9361079.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    11. Applying Automated Machine Learning to Predict Mode of Delivery Using Ongoing Intrapartum Data in Laboring Patients. Am J Perinatol. 2024 05; 41(S 01):e412-e419. Wong MS, Wells M, Zamanzadeh D, Akre S, Pevnick JM, Bui AAT, Gregory KD. PMID: 35752169.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    12. Daily Associations of Air Pollution and Pediatric Asthma Risk Using the Biomedical REAI-Time Health Evaluation (BREATHE) Kit. Int J Environ Res Public Health. 2022 03 17; 19(6). Hao H, Eckel SP, Hosseini A, Van Vliet EDS, Dzubur E, Dunton G, Chang SY, Craig K, Rocchio R, Bastain T, Gilliland F, Okelo S, Ross MK, Sarrafzadeh M, Bui AAT, Habre R. PMID: 35329265; PMCID: PMC8950308.
      View in: PubMed   Mentions: 2     Fields:    Translation:HumansPHPublic Health
    13. Association of Intensive Blood Pressure Control and Living Arrangement on Cardiovascular Outcomes by Race: Post Hoc Analysis of SPRINT Randomized Clinical Trial. JAMA Netw Open. 2022 03 01; 5(3):e222037. Inoue K, Watson KE, Kondo N, Horwich T, Hsu W, Bui AAT, Duru OK. PMID: 35285922; PMCID: PMC9608340.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    14. International COVID-19 mortality forecast visualization: covidcompare.io. JAMIA Open. 2021 Oct; 4(4):ooab113. Akre S, Liu PY, Friedman JR, Bui AAT. PMID: 34988383; PMCID: PMC8712244.
      View in: PubMed   Mentions: 2  
    15. Autopopulus: A Novel Framework for Autoencoder Imputation on Large Clinical Datasets. Annu Int Conf IEEE Eng Med Biol Soc. 2021 11; 2021:2303-2309. Zamanzadeh DJ, Petousis P, Davis TA, Nicholas SB, Norris KC, Tuttle KR, Bui AAT, Sarrafzadeh M. PMID: 34891747; PMCID: PMC8862635.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    16. Generalizability and Transportability of the National Lung Screening Trial Data: Extending Trial Results to Different Populations. Cancer Epidemiol Biomarkers Prev. 2021 12; 30(12):2227-2234. Inoue K, Hsu W, Arah OA, Prosper AE, Aberle DR, Bui AAT. PMID: 34548326; PMCID: PMC8643314.
      View in: PubMed   Mentions: 10     Fields:    Translation:HumansPHPublic Health
    17. TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings. Front Big Data. 2021; 4:693869. Gordon D, Petousis P, Zheng H, Zamanzadeh D, Bui AAT. PMID: 34604740; PMCID: PMC8480427.
      View in: PubMed   Mentions:
    18. Association of Inclusion of More Black Individuals in Lung Cancer Screening With Reduced Mortality. JAMA Netw Open. 2021 08 02; 4(8):e2119629. Prosper AE, Inoue K, Brown K, Bui AAT, Aberle D, Hsu W. PMID: 34427681; PMCID: PMC8385597.
      View in: PubMed   Mentions: 13     Fields:    Translation:HumansPHPublic Health
    19. Racial/Ethnic, Social, and Geographic Trends in Overdose-Associated Cardiac Arrests Observed by US Emergency Medical Services During the COVID-19 Pandemic. JAMA Psychiatry. 2021 08 01; 78(8):886-895. Friedman J, Mann NC, Hansen H, Bourgois P, Braslow J, Bui AAT, Beletsky L, Schriger DL. PMID: 34037672; PMCID: PMC8156174.
      View in: PubMed   Mentions: 30     Fields:    Translation:HumansCellsPHPublic Health
    20. Accuracy of Asthma Computable Phenotypes to Identify Pediatric Asthma at an Academic Institution. Methods Inf Med. 2020 12; 59(6):219-226. Ross MK, Zheng H, Zhu B, Lao A, Hong H, Natesan A, Radparvar M, Bui AAT. PMID: 34261147; PMCID: PMC9113735.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    21. Diagnostic Prediction with Sequence-of-sets Representation Learning for Clinical Events. Artif Intell Med Conf Artif Intell Med (2005-). 2020 Aug; 12299:348-358. Zhang T, Chen M, Bui AAT. PMID: 34036298; PMCID: PMC8143801.
      View in: PubMed   Mentions: 3  
    22. Cancer Informatics for Cancer Centers (CI4CC): Building a Community Focused on Sharing Ideas and Best Practices to Improve Cancer Care and Patient Outcomes. JCO Clin Cancer Inform. 2020 02; 4:108-116. Barnholtz-Sloan JS, Rollison DE, Basu A, Borowsky AD, Bui A, DiGiovanna J, Garcia-Closas M, Genkinger JM, Gerke T, Induni M, Lacey JV, Mirel L, Permuth JB, Saltz J, Shenkman EA, Ulrich CM, Zheng WJ, Nadaf S, Kibbe WA. PMID: 32078367; PMCID: PMC7186581.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    23. Rationale and design of a multicenter Chronic Kidney Disease (CKD) and at-risk for CKD electronic health records-based registry: CURE-CKD. BMC Nephrol. 2019 11 20; 20(1):416. Norris KC, Duru OK, Alicic RZ, Daratha KB, Nicholas SB, McPherson SM, Bell DS, Shen JI, Jones CR, Moin T, Waterman AD, Neumiller JJ, Vargas RB, Bui AAT, Mangione CM, Tuttle KR, CURE-CKD investigators. PMID: 31747918; PMCID: PMC6868861.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    24. Long term surgical outcomes for infective endocarditis in people who inject drugs: a systematic review and meta-analysis. BMC Infect Dis. 2019 Nov 08; 19(1):918. Goodman-Meza D, Weiss RE, Gamboa S, Gallegos A, Bui AAT, Goetz MB, Shoptaw S, Landovitz RJ. PMID: 31699053; PMCID: PMC6839097.
      View in: PubMed   Mentions: 17     Fields:    Translation:Humans
    25. Domain Adaptation in Children Activity Recognition. Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul; 2019:1725-1728. Hosseini A, Zamanzadeh D, Valencia L, Habre R, Bui AAT, Sarrafzadeh M. PMID: 31946230.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    26. Towards Personalized and Comprehensive Pediatric Asthma Management: Understanding the Role of Social Determinants and Environmental Factors. Acad Pediatr. 2019 08; 19(6):599-601. Ross MK, Okelo SO, Bui AAT. PMID: 31207363.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    27. Generating Reward Functions Using IRL Towards Individualized Cancer Screening. Artif Intell Health (2018). 2019; 11326:213-227. Petousis P, Han SX, Hsu W, Bui AAT. PMID: 31363717; PMCID: PMC6667225.
      View in: PubMed   Mentions: 1  
    28. Applying Multivariate Segmentation Methods to Human Activity Recognition From Wearable Sensors' Data. JMIR Mhealth Uhealth. 2019 02 07; 7(2):e11201. Li K, Habre R, Deng H, Urman R, Morrison J, Gilliland FD, Ambite JL, Stripelis D, Chiang YY, Lin Y, Bui AA, King C, Hosseini A, Vliet EV, Sarrafzadeh M, Eckel SP. PMID: 30730297; PMCID: PMC6386646.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    29. An Interpretable Deep Hierarchical Semantic Convolutional Neural Network for Lung Nodule Malignancy Classification. Expert Syst Appl. 2019 Aug 15; 128:84-95. Shen S, Han SX, Aberle DR, Bui AA, Hsu W. PMID: 31296975; PMCID: PMC6623975.
      View in: PubMed   Mentions: 44  
    30. A reference set of curated biomedical data and metadata from clinical case reports. Sci Data. 2018 11 20; 5:180258. Caufield JH, Zhou Y, Garlid AO, Setty SP, Liem DA, Cao Q, Lee JM, Murali S, Spendlove S, Wang W, Zhang L, Sun Y, Bui A, Hermjakob H, Watson KE, Ping P. PMID: 30457569; PMCID: PMC6244181.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    31. A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts. J Vis Exp. 2018 09 20; (139). Caufield JH, Liem DA, Garlid AO, Zhou Y, Watson K, Bui AAT, Wang W, Ping P. PMID: 30295669; PMCID: PMC6235242.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    32. Children Activity Recognition: Challenges and Strategies. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul; 2018:4331-4334. Hosseini A, Fazeli S, Vliet EV, Valencia L, Habre R, Sarrafzadeh M, Bui A. PMID: 30441312; PMCID: PMC7339805.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    33. Clinical phenomapping and outcomes after heart transplantation. J Heart Lung Transplant. 2018 08; 37(8):956-966. Bakir M, Jackson NJ, Han SX, Bui A, Chang E, Liem DA, Ardehali A, Ardehali R, Baas AS, Press MC, Cruz D, Deng MC, DePasquale EC, Fonarow GC, Khuu T, Kwon MH, Kubak BM, Nsair A, Phung JL, Reed EF, Schaenman JM, Shemin RJ, Zhang QJ, Tseng CH, Cadeiras M. PMID: 29802085; PMCID: PMC6064662.
      View in: PubMed   Mentions: 6     Fields:    Translation:HumansCells
    34. Non-Invasive Electrical Impedance Tomography for Multi-Scale Detection of Liver Fat Content. Theranostics. 2018; 8(6):1636-1647. Luo Y, Abiri P, Zhang S, Chang CC, Kaboodrangi AH, Li R, Sahib AK, Bui A, Kumar R, Woo M, Li Z, Packard RRS, Tai YC, Hsiai TK. PMID: 29556346; PMCID: PMC5858172.
      View in: PubMed   Mentions: 10     Fields:    Translation:HumansAnimals
    35. Evaluating Casama: Contextualized semantic maps for summarization of lung cancer studies. Comput Biol Med. 2018 01 01; 92:55-63. Garcia-Gathright JI, Matiasz NJ, Adame C, Sarma KV, Sauer L, Smedley NF, Spiegel ML, Strunck J, Garon EB, Taira RK, Aberle DR, Bui AAT. PMID: 29149658; PMCID: PMC5762403.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    36. Feasibility of a Secure Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma. Sensors (Basel). 2017 Aug 03; 17(8). Hosseini A, Buonocore CM, Hashemzadeh S, Hojaiji H, Kalantarian H, Sideris C, Bui AAT, King CE, Sarrafzadeh M. PMID: 28771168; PMCID: PMC5580199.
      View in: PubMed   Mentions: 14     Fields:    Translation:Humans
    37. Developing a framework for digital objects in the Big Data to Knowledge (BD2K) commons: Report from the Commons Framework Pilots workshop. J Biomed Inform. 2017 07; 71:49-57. Jagodnik KM, Koplev S, Jenkins SL, Ohno-Machado L, Paten B, Schurer SC, Dumontier M, Verborgh R, Bui A, Ping P, McKenna NJ, Madduri R, Pillai A, Ma'ayan A. PMID: 28501646; PMCID: PMC5545976.
      View in: PubMed   Mentions: 16     Fields:    Translation:Humans
    38. Temperature and Humidity Calibration of a Low-Cost Wireless Dust Sensor for Real-Time Monitoring. 2017 IEEE Sens Appl Symp (SAS) (2017). 2017 Mar; 2017. Hojaiji H, Kalantarian H, Bui AAT, King CE, Sarrafzadeh M. PMID: 29457803; PMCID: PMC5813487.
      View in: PubMed   Mentions: 10  
    39. Individualized Knowledge Graph: A Viable Informatics Path to Precision Medicine. Circ Res. 2017 03 31; 120(7):1078-1080. Ping P, Watson K, Han J, Bui A. PMID: 28360346; PMCID: PMC6847981.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    40. Envisioning the future of 'big data' biomedicine. J Biomed Inform. 2017 05; 69:115-117. Bui AAT, Van Horn JD, NIH BD2K Centers Consortium. PMID: 28366789; PMCID: PMC5613673.
      View in: PubMed   Mentions: 18     Fields:    Translation:Humans
    41. A Bayesian model for estimating multi-state disease progression. Comput Biol Med. 2017 02 01; 81:111-120. Shen S, Han SX, Petousis P, Weiss RE, Meng F, Bui AA, Hsu W. PMID: 28038345; PMCID: PMC5508542.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    42. Prediction of lung cancer incidence on the low-dose computed tomography arm of the National Lung Screening Trial: A dynamic Bayesian network. Artif Intell Med. 2016 09; 72:42-55. Petousis P, Han SX, Aberle D, Bui AA. PMID: 27664507; PMCID: PMC5082434.
      View in: PubMed   Mentions: 18     Fields:    Translation:HumansPHPublic Health
    43. HIPAA Compliant Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma. Int Conf Wearable Implant Body Sens Netw. 2016 Jun; 2016:49-54. Hosseini A, Buonocore CM, Hashemzadeh S, Hojaiji H, Kalantarian H, Sideris C, Bui AAT, King CE, Sarrafzadeh M. PMID: 29354688; PMCID: PMC5772883.
      View in: PubMed   Mentions: 8  
    44. 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; PMCID: PMC4917738.
      View in: PubMed   Mentions: 12  
    45. Assessing Variability in Brain Tumor Segmentation to Improve Volumetric Accuracy and Characterization of Change. IEEE EMBS Int Conf Biomed Health Inform. 2016 Feb; 2016:380-383. Rios Piedra EA, Taira RK, El-Saden S, Ellingson BM, Bui AAT, Hsu W. PMID: 28670648; PMCID: PMC5489257.
      View in: PubMed   Mentions: 1  
    46. Toward patient-tailored summarization of lung cancer literature. IEEE EMBS Int Conf Biomed Health Inform. 2016 Feb; 2016:449-452. Garcia-Gathright JI, Matiasz NJ, Garon EB, Aberle DR, Taira RK, Bui AAT. PMID: 28721401; PMCID: PMC5511748.
      View in: PubMed   Mentions: 1  
    47. "RADIOTRANSCRIPTOMICS": A synergy of imaging and transcriptomics in clinical assessment. Quant Biol. 2016 Mar; 4(1):1-12. Katrib A, Hsu W, Bui A, Xing Y. PMID: 28529815; PMCID: PMC5436905.
      View in: PubMed   Mentions: 9  
    48. 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; PMCID: PMC4954616.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    49. Improving Biomedical Signal Search Results in Big Data Case-Based Reasoning Environments. Pervasive Mob Comput. 2016 Jun; 28:69-80. Woodbridge J, Mortazavi B, Bui AA, Sarrafzadeh M. PMID: 27293387; PMCID: PMC4896085.
      View in: PubMed   Mentions:
    50. Remote Ischemic Conditioning Alters Methylation and Expression of Cell Cycle Genes in Aneurysmal Subarachnoid Hemorrhage. Stroke. 2015 Sep; 46(9):2445-51. Nikkola E, Laiwalla A, Ko A, Alvarez M, Connolly M, Ooi YC, Hsu W, Bui A, Pajukanta P, Gonzalez NR. PMID: 26251247; PMCID: PMC4550559.
      View in: PubMed   Mentions: 16     Fields:    Translation:HumansCellsCTClinical Trials
    51. Patient Portal Preferences: Perspectives on Imaging Information. J Assoc Inf Sci Technol. 2015 Aug 01; 66(8):1606-1615. McNamara M, Arnold C, Sarma K, Aberle D, Garon E, Bui AA. PMID: 26191535; PMCID: PMC4504683.
      View in: PubMed   Mentions: 9  
    52. An integrated, ontology-driven approach to constructing observational databases for research. J Biomed Inform. 2015 Jun; 55:132-42. Hsu W, Gonzalez NR, Chien A, Pablo Villablanca J, Pajukanta P, Viñuela F, Bui AA. PMID: 25817919; PMCID: PMC4464942.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    53. Representing and extracting lung cancer study metadata: study objective and study design. Comput Biol Med. 2015 Mar; 58:63-72. Garcia-Gathright JI, Oh A, Abarca PA, Han M, Sago W, Spiegel ML, Wolf B, Garon EB, Bui AA, Aberle DR. PMID: 25618216; PMCID: PMC4331232.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    54. An automated lung segmentation approach using bidirectional chain codes to improve nodule detection accuracy. Comput Biol Med. 2015 Feb; 57:139-49. Shen S, Bui AA, Cong J, Hsu W. PMID: 25557199; PMCID: PMC7433341.
      View in: PubMed   Mentions: 14     Fields:    Translation:Humans
    55. 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; PMCID: PMC4419881.
      View in: PubMed   Mentions: 25     Fields:    Translation:Humans
    56. Data model for personalized patient health guidelines: an exploratory study. AMIA Annu Symp Proc. 2014; 2014:1835-44. McNamara M, Sarma K, Aberle DR, Bui AA, Arnold C. PMID: 25954456; PMCID: PMC4419921.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    57. Motivating the additional use of external validity: examining transportability in a model of glioblastoma multiforme. AMIA Annu Symp Proc. 2014; 2014:1930-9. Singleton KW, Speier W, Bui AA, Hsu W. PMID: 25954466; PMCID: PMC4419978.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    58. Transfer and transport: incorporating causal methods for improving predictive models. J Am Med Inform Assoc. 2014 Oct; 21(e2):e374-5. Singleton KW, Bui AA, Hsu W. PMID: 25008007; PMCID: PMC4173188.
      View in: PubMed   Mentions:    Fields:    Translation:HumansCells
    59. Leveraging domain knowledge to facilitate visual exploration of large population datasets. AMIA Annu Symp Proc. 2013; 2013:615-23. Hsu W, Bui AA. PMID: 24551363; PMCID: PMC3900204.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    60. Imaging-based observational databases for clinical problem solving: the role of informatics. J Am Med Inform Assoc. 2013 Nov-Dec; 20(6):1053-8. Bui AA, Hsu W, Arnold C, El-Saden S, Aberle DR, Taira RK. PMID: 23775172; PMCID: PMC3822107.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    61. 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; PMCID: PMC3822110.
      View in: PubMed   Mentions: 15     Fields:    Translation:Humans
    62. 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: 2     Fields:    Translation:Humans
    63. A Monte Carlo Approach to Biomedical Time Series Search. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2012 Oct; 2012:71-76. Woodbridge J, Mortazavi B, Sarrafzadeh M, Bui AA. PMID: 27617164; PMCID: PMC5016193.
      View in: PubMed   Mentions: 1  
    64. Dynamic Task Optimization in Remote Diabetes Monitoring Systems. Proc IEEE Int Conf Healthc Inform Imaging Syst Biol. 2012 Sep; 2012:3-11. Suh MK, Woodbridge J, Moin T, Lan M, Alshurafa N, Samy L, Mortazavi B, Ghasemzadeh H, Bui A, Ahmadi S, Sarrafzadeh M. PMID: 27617297; PMCID: PMC5016191.
      View in: PubMed   Mentions: 1  
    65. Aggregated Indexing of Biomedical Time Series Data. Proc IEEE Int Conf Healthc Inform Imaging Syst Biol. 2012 Sep; 2012:23-30. Woodbridge J, Mortazavi B, Sarrafzadeh M, Bui AA. PMID: 27617298; PMCID: PMC5014402.
      View in: PubMed   Mentions: 1  
    66. An Approach for Incorporating Context in Building Probabilistic Predictive Models. Proc IEEE Int Conf Healthc Inform Imaging Syst Biol. 2012 Sep; 2012:96-105. Wu JA, Hsu W, Bui AA. PMID: 27617299; PMCID: PMC5017790.
      View in: PubMed   Mentions: 1  
    67. Comparing predictive models of glioblastoma multiforme built using multi-institutional and local data sources. AMIA Annu Symp Proc. 2012; 2012:1385-92. Singleton KW, Hsu W, Bui AA. PMID: 23304418; PMCID: PMC3540487.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    68. Energy-efficient context classification with dynamic sensor control. IEEE Trans Biomed Circuits Syst. 2012 Apr; 6(2):167-78. Au LK, Bui AA, Batalin MA, Kaiser WJ. PMID: 23852981; PMCID: PMC5019960.
      View in: PubMed   Mentions: 1     Fields:    Translation:HumansCTClinical Trials
    69. Context-based electronic health record: toward patient specific healthcare. IEEE Trans Inf Technol Biomed. 2012 Mar; 16(2):228-34. Hsu W, Taira RK, El-Saden S, Kangarloo H, Bui AA. PMID: 22395637; PMCID: PMC4414061.
      View in: PubMed   Mentions: 19     Fields:    Translation:Humans
    70. Dynamic self-adaptive remote health monitoring system for diabetics. Annu Int Conf IEEE Eng Med Biol Soc. 2012; 2012:2223-6. Suh MK, Moin T, Woodbridge J, Lan M, Ghasemzadeh H, Bui A, Ahmadi S, Sarrafzadeh M. PMID: 23366365; PMCID: PMC5017249.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    71. High performance biomedical time series indexes using salient segmentation. Annu Int Conf IEEE Eng Med Biol Soc. 2012; 2012:5086-9. Woodbridge J, Mortazavi B, Bui AA, Sarrafzadeh M. PMID: 23367072; PMCID: PMC5014401.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    72. Applying an Instance-specific Model to Longitudinal Clinical Data for Prediction. Proc IEEE Int Conf Healthc Inform Imaging Syst Biol. 2011 Jul; 2011:81-88. Watt E, Sayre JW, Bui AA. PMID: 27570832; PMCID: PMC5001560.
      View in: PubMed   Mentions:
    73. Wireless data collection of self-administered surveys using tablet computers. AMIA Annu Symp Proc. 2011; 2011:1261-9. Singleton KW, Lan M, Arnold C, Vahidi M, Arangua L, Gelberg L, Bui AA. PMID: 22195187; PMCID: PMC3243243.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    74. A Case-based Retrieval System using Natural Language Processing and Population-based Visualization. Proc IEEE Int Conf Healthc Inform Imaging Syst Biol. 2011 Jul; 2011:221-228. Hsu W, Taira RK, Viñuela F, Bui AA. PMID: 27570833; PMCID: PMC5001495.
      View in: PubMed   Mentions:
    75. Salient Segmentation of Medical Time Series Signals. Proc IEEE Int Conf Healthc Inform Imaging Syst Biol. 2011 Jul; 2011:1-8. Woodbridge J, Lan M, Sarrafzadeh M, Bui A. PMID: 27617296; PMCID: PMC5015443.
      View in: PubMed   Mentions: 5  
    76. CARER: efficient dynamic sensing for continuous activity monitoring. Annu Int Conf IEEE Eng Med Biol Soc. 2011; 2011:2228-32. Au LK, Bui AA, Batalin MA, Xu X, Kaiser WJ. PMID: 22254783; PMCID: PMC5019956.
      View in: PubMed   Mentions: 1     Fields:    
    77. Missing data imputation for remote CHF patient monitoring systems. Annu Int Conf IEEE Eng Med Biol Soc. 2011; 2011:3184-7. Suh MK, Woodbridge J, Lan M, Bui A, Evangelista LS, Sarrafzadeh M. PMID: 22255016; PMCID: PMC3376905.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    78. 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; PMCID: PMC3041464.
      View in: PubMed   Mentions: 23     Fields:    
    79. Linear Frequency Estimation Technique for Reducing Frequency Based Signals. Int Conf Pervasive Technol Relat Assist Environ. 2010 Jun; 2010. Woodbridge J, Bui A, Sarrafzadeh M. PMID: 27752183; PMCID: PMC5040367.
      View in: PubMed   Mentions:
    80. Triamcinolone-associated crystalline maculopathy. Arch Ophthalmol. 2010 Jun; 128(6):685-90. Sarraf D, Vyas N, Jain A, Bui A, Kertes PJ, Freund KB, Chan C. PMID: 20547944.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    81. Tracking medication information across medical records. AMIA Annu Symp Proc. 2009 Nov 14; 2009:266-70. Iglesias JE, Rocks K, Jahanshad N, Frias-Martinez E, Andrada LP, Bui AA. PMID: 20351862; PMCID: PMC2815368.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    82. Problem-centric organization and visualization of patient imaging and clinical data. Radiographics. 2009 Mar-Apr; 29(2):331-43. Bashyam V, Hsu W, Watt E, Bui AA, Kangarloo H, Taira RK. PMID: 19168763; PMCID: PMC2678554.
      View in: PubMed   Mentions: 9     Fields:    
    83. Resolution of a giant pigment epithelial detachment after treatment with intravitreal bevacizumab. Retin Cases Brief Rep. 2009; 3(2):130-2. Wender JD, Johnson RN, Roe RH, Bui AT, Cunningham ET, Fu AD, Jumper JM, McDonald HR. PMID: 25391055.
      View in: PubMed   Mentions:    Fields:    
    84. Episodic sampling: towards energy-efficient patient monitoring with wearable sensors. Annu Int Conf IEEE Eng Med Biol Soc. 2009; 2009:6901-5. Au LK, Batalin MA, Stathopoulos T, Bui AA, Kaiser WJ. PMID: 19964452; PMCID: PMC5019958.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    85. Evaluation of a dynamic bayesian belief network to predict osteoarthritic knee pain using data from the osteoarthritis initiative. AMIA Annu Symp Proc. 2008 Nov 06; 788-92. Watt EW, Watt E, Bui AA, Bui AA. PMID: 18999030; PMCID: PMC2656041.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    86. A tool for improving the longitudinal imaging characterization for neuro-oncology cases. AMIA Annu Symp Proc. 2008 Nov 06; 712-6. Taira RK, Taira R, Bui A, Bui AA, Hsu W, Bashyam V, Dube S, Watt E, Andrada L, El-Saden S, Cloughesy T, Kangarloo H. PMID: 18999139; PMCID: PMC2656085.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    87. A methodology to integrate clinical data for the efficient assessment of brain-tumor patients. Inform Health Soc Care. 2008 Mar; 33(1):55-68. Morioka CA, El-Saden S, Pope W, Sayre J, Duckwiler G, Meng F, Bui A, Kangarloo H. PMID: 18604762.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    88. Facilitating Clinical Outcomes Assessment through the automated identification of quality measures for prostate cancer surgery. J Am Med Inform Assoc. 2008 May-Jun; 15(3):341-8. D'Avolio LW, Litwin MS, Rogers SO, Bui AA. PMID: 18308980; PMCID: PMC2410000.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    89. The Clinical Outcomes Assessment Toolkit: a framework to support automated clinical records-based outcomes assessment and performance measurement research. J Am Med Inform Assoc. 2008 May-Jun; 15(3):333-40. D'Avolio LW, Bui AA. PMID: 18308990; PMCID: PMC2410004.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    90. MEDIC: medical embedded device for individualized care. Artif Intell Med. 2008 Feb; 42(2):137-52. Wu WH, Bui AA, Batalin MA, Au LK, Binney JD, Kaiser WJ. PMID: 18207716.
      View in: PubMed   Mentions: 15     Fields:    Translation:Humans
    91. Automatic identification and classification of surgical margin status from pathology reports following prostate cancer surgery. AMIA Annu Symp Proc. 2007 Oct 11; 160-4. D'Avolio LW, Litwin MS, Rogers SO, Bui AA. PMID: 18693818; PMCID: PMC2655919.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    92. Incremental diagnosis method for intelligent wearable sensor systems. IEEE Trans Inf Technol Biomed. 2007 Sep; 11(5):553-62. Wu WH, Bui AA, Batalin MA, Liu D, Kaiser WJ. PMID: 17912972.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    93. 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:    
    94. TimeLine: visualizing integrated patient records. IEEE Trans Inf Technol Biomed. 2007 Jul; 11(4):462-73. Bui AA, Aberle DR, Kangarloo H. PMID: 17674629.
      View in: PubMed   Mentions: 26     Fields:    
    95. OpenSourcePACS: an extensible infrastructure for medical image management. IEEE Trans Inf Technol Biomed. 2007 Jan; 11(1):94-109. Bui AA, Morioka C, Dionisio JD, Johnson DB, Sinha U, Ardekani S, Taira RK, Aberle DR, El-Saden S, Kangarloo H. PMID: 17249408.
      View in: PubMed   Mentions: 9     Fields:    
    96. StructConsult: structured real-time wet read consultation infrastructure to support patient care. Stud Health Technol Inform. 2007; 129(Pt 1):429-33. Morioka C, Dionisio JD, Bui A, El-Saden S, Kangarloo H. PMID: 17911753.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    97. Context-aware sensing of physiological signals. Annu Int Conf IEEE Eng Med Biol Soc. 2007; 2007:5271-5. Wu WH, Batalin MA, Au LK, Bui AA, Kaiser WJ. PMID: 18003197.
      View in: PubMed   Mentions: 6     Fields:    
    98. Conjunctival malignant melanoma-associated pseudomelanoma of the apposing tarsal conjunctiva. Cornea. 2006 Oct; 25(9):1121-3. Reddy S, Finger PT, Kurli M, Bui A, Iacob CE. PMID: 17133070.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    99. A framework for visually querying a probabilistic model of tumor image features. AMIA Annu Symp Proc. 2006; 354-8. Hsu W, Bui AA. PMID: 17238362; PMCID: PMC1839646.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    100. Automatic generation of repeated patient information for tailoring clinical notes. Int J Med Inform. 2005 Aug; 74(7-8):663-73. Meng F, Taira RK, Bui AA, Kangarloo H, Churchill BM. PMID: 16043089.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    101. Effect of an imaging-based streamlined electronic healthcare process on quality and costs. Acad Radiol. 2004 Jan; 11(1):13-20. Bui AA, Taira RK, Goldman D, Dionisio JD, Aberle DR, El-Saden S, Sayre J, Rice T, Kangarloo H. PMID: 14746397.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    102. Automated medical problem list generation: towards a patient timeline. Stud Health Technol Inform. 2004; 107(Pt 1):587-91. Bui AA, Taira RK, El-Saden S, Dordoni A, Aberle DR. PMID: 15360880.
      View in: PubMed   Mentions: 14     Fields:    Translation:Humans
    103. Automatic generation of repeated patient information for tailoring clinical notes. Stud Health Technol Inform. 2004; 107(Pt 1):653-7. Meng F, Taira RK, Bui AA, Kangarloo H, Churchill BM. PMID: 15360894.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    104. Human skin equivalent in the treatment of chronic leg ulcers in sickle cell disease patients. J Am Podiatr Med Assoc. 2003 May-Jun; 93(3):240-1. Gordon S, Bui A. PMID: 12756317.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    105. Workflow management of HIS/RIS textual documents with PACS image studies for neuroradiology. AMIA Annu Symp Proc. 2003; 475-9. Morioka CA, El-Saden S, Duckwiler G, Zou Q, Ying R, Bui A, Johnson D, Kangarloo H. PMID: 14728218; PMCID: PMC1479917.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    106. A review of medical imaging informatics. Ann N Y Acad Sci. 2002 Dec; 980:168-97. Sinha U, Bui A, Taira R, Dionisio J, Morioka C, Johnson D, Kangarloo H. PMID: 12594089.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    107. An XML Gateway to Patient Data for Medical Research Applications. Ann N Y Acad Sci. 2002 Dec; 980:236-46. Bui AA, Weinger GS, Barretta SJ, Dionisio JD, Kangarloo H. PMID: 12594093.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    108. Evidence-based radiology: requirements for electronic access. Acad Radiol. 2002 Jun; 9(6):662-9. Bui AA, Taira RK, Dionisio JD, Aberle DR, El-Saden S, Kangarloo H. PMID: 12061740.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    109. DataServer: an infrastructure to support evidence-based radiology. Acad Radiol. 2002 Jun; 9(6):670-8. Bui AA, Dionisio JD, Morioka CA, Sinha U, Taira RK, Kangarloo H. PMID: 12061741.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    110. A context-sensitive methodology for automatic episode creation. Proc AMIA Symp. 2002; 707-11. Son RY, Taira RK, Bui AA, Kangarloo H, Cardenas AF. PMID: 12463916; PMCID: PMC2244249.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    111. Identification of patient name references within medical documents using semantic selectional restrictions. Proc AMIA Symp. 2002; 757-61. Taira RK, Bui AA, Kangarloo H. PMID: 12463926; PMCID: PMC2244274.
      View in: PubMed   Mentions: 27     Fields:    Translation:Humans
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