Alex Bui NIH BRIDGE2AI Center at UCLA & NHLBI Integrated Cardiovascular Data Science Training Program UCLA Biography Publications Institution JoVE Articles Alex Bui has not added a biography. If you are Alex Bui and would like to personalize this page please email our Author Liaison for assistance. Publications Evaluation of an Automated Phenotyping Algorithm for Rheumatoid Arthritis Journal of Biomedical Informatics. Nov, 2022 | Pubmed ID: 36220544 Natural Language Processing and Machine Learning to Identify People Who Inject Drugs in Electronic Health Records Open Forum Infectious Diseases. Sep, 2022 | Pubmed ID: 36168546 AdaDiag: Adversarial Domain Adaptation of Diagnostic Prediction with Clinical Event Sequences Journal of Biomedical Informatics. Oct, 2022 | Pubmed ID: 35987449 Development and Validation of Machine Models Using Natural Language Processing to Classify Substances Involved in Overdose Deaths JAMA Network Open. Aug, 2022 | Pubmed ID: 35939303 Daily Associations of Air Pollution and Pediatric Asthma Risk Using the Biomedical REAI-Time Health Evaluation (BREATHE) Kit International Journal of Environmental Research and Public Health. Mar, 2022 | Pubmed ID: 35329265 Association of Intensive Blood Pressure Control and Living Arrangement on Cardiovascular Outcomes by Race: Post Hoc Analysis of SPRINT Randomized Clinical Trial JAMA Network Open. Mar, 2022 | Pubmed ID: 35285922 Asthma Clustering Methods: a Literature-informed Application to the Children's Health Study Data The Journal of Asthma : Official Journal of the Association for the Care of Asthma. Jul, 2022 | Pubmed ID: 33926348 International COVID-19 Mortality Forecast Visualization: Covidcompare.io JAMIA Open. Oct, 2021 | Pubmed ID: 34988383 Electrical Impedance Tomography for Non-invasive Identification of Fatty Liver Infiltrate in Overweight Individuals Scientific Reports. Oct, 2021 | Pubmed ID: 34615918 TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings Frontiers in Big Data. 2021 | Pubmed ID: 34604740 Generalizability and Transportability of the National Lung Screening Trial Data: Extending Trial Results to Different Populations Cancer Epidemiology, Biomarkers & Prevention : a Publication of the American Association for Cancer Research, Cosponsored by the American Society of Preventive Oncology. Dec, 2021 | Pubmed ID: 34548326 Association of Inclusion of More Black Individuals in Lung Cancer Screening With Reduced Mortality JAMA Network Open. Aug, 2021 | Pubmed ID: 34427681 Racial/Ethnic, Social, and Geographic Trends in Overdose-Associated Cardiac Arrests Observed by US Emergency Medical Services During the COVID-19 Pandemic JAMA Psychiatry. Aug, 2021 | Pubmed ID: 34037672 Gastroenterology Visitation and Reminders Predict Surveillance Uptake for Patients with Adenomas with High-risk Features Scientific Reports. Apr, 2021 | Pubmed ID: 33888839 Eigenrank by Committee: Von-Neumann Entropy Based Data Subset Selection and Failure Prediction for Deep Learning Based Medical Image Segmentation Medical Image Analysis. Jan, 2021 | Pubmed ID: 33080506 Mutational Landscape Influences Immunotherapy Outcomes Among Patients with Non-small-cell Lung Cancer with Human Leukocyte Antigen Supertype B44 Nature Cancer. Dec, 2020 | Pubmed ID: 35121931 Accuracy of Asthma Computable Phenotypes to Identify Pediatric Asthma at an Academic Institution Methods of Information in Medicine. Dec, 2020 | Pubmed ID: 34261147 Diagnostic Prediction with Sequence-of-sets Representation Learning for Clinical Events Artificial Intelligence in Medicine. Conference on Artificial Intelligence in Medicine (2005- ). Aug, 2020 | Pubmed ID: 34036298 Biomedical REAl-Time Health Evaluation (BREATHE): Toward an MHealth Informatics Platform JAMIA Open. Jul, 2020 | Pubmed ID: 32734159 Using Sequential Decision Making to Improve Lung Cancer Screening Performance IEEE Access : Practical Innovations, Open Solutions. 2019 | Pubmed ID: 32754420 Rationale and Design of a Multicenter Chronic Kidney Disease (CKD) and At-risk for CKD Electronic Health Records-based Registry: CURE-CKD BMC Nephrology. Nov, 2019 | Pubmed ID: 31747918 Long Term Surgical Outcomes for Infective Endocarditis in People Who Inject Drugs: a Systematic Review and Meta-analysis BMC Infectious Diseases. Nov, 2019 | Pubmed ID: 31699053 Generating Reward Functions Using IRL Towards Individualized Cancer Screening Artificial Intelligence in Health : First International Workshop, AIH 2018, Stockholm, Sweden, July 13-14, 2018, Revised Selected Papers. AIH (Workshop) (1st : 2018 : Stockholm, Sweden). 2019 | Pubmed ID: 31363717 An Interpretable Deep Hierarchical Semantic Convolutional Neural Network for Lung Nodule Malignancy Classification Expert Systems with Applications. Aug, 2019 | Pubmed ID: 31296975 Towards Personalized and Comprehensive Pediatric Asthma Management: Understanding the Role of Social Determinants and Environmental Factors Academic Pediatrics. Aug, 2019 | Pubmed ID: 31207363 Clinical Phenomapping and Outcomes After Heart Transplantation The Journal of Heart and Lung Transplantation : the Official Publication of the International Society for Heart Transplantation. Aug, 2018 | Pubmed ID: 29802085 Non-Invasive Electrical Impedance Tomography for Multi-Scale Detection of Liver Fat Content Theranostics. 2018 | Pubmed ID: 29556346 Evaluating Casama: Contextualized Semantic Maps for Summarization of Lung Cancer Studies Computers in Biology and Medicine. Jan, 2018 | Pubmed ID: 29149658 Feasibility of a Secure Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma Sensors (Basel, Switzerland). Aug, 2017 | Pubmed ID: 28771168 Developing a Framework for Digital Objects in the Big Data to Knowledge (BD2K) Commons: Report from the Commons Framework Pilots Workshop Journal of Biomedical Informatics. Jul, 2017 | Pubmed ID: 28501646 Individualized Knowledge Graph: A Viable Informatics Path to Precision Medicine Circulation Research. Mar, 2017 | Pubmed ID: 28360346 A Bayesian Model for Estimating Multi-state Disease Progression Computers in Biology and Medicine. Feb, 2017 | Pubmed ID: 28038345 HIPAA Compliant Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma ... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks. Jun, 2016 | Pubmed ID: 29354688 Toward Patient-tailored Summarization of Lung Cancer Literature ... IEEE-EMBS International Conference on Biomedical and Health Informatics. IEEE-EMBS International Conference on Biomedical and Health Informatics. Feb, 2016 | Pubmed ID: 28721401 Assessing Variability in Brain Tumor Segmentation to Improve Volumetric Accuracy and Characterization of Change ... IEEE-EMBS International Conference on Biomedical and Health Informatics. IEEE-EMBS International Conference on Biomedical and Health Informatics. Feb, 2016 | Pubmed ID: 28670648 "RADIOTRANSCRIPTOMICS": A Synergy of Imaging and Transcriptomics in Clinical Assessment Quantitative Biology (Beijing, China). Mar, 2016 | Pubmed ID: 28529815 Prediction of Lung Cancer Incidence on the Low-dose Computed Tomography Arm of the National Lung Screening Trial: A Dynamic Bayesian Network Artificial Intelligence in Medicine. Sep, 2016 | Pubmed ID: 27664507 Improving Biomedical Signal Search Results in Big Data Case-Based Reasoning Environments Pervasive and Mobile Computing. Jun, 2016 | Pubmed ID: 27293387 Consumers' Patient Portal Preferences and Health Literacy: A Survey Using Crowdsourcing JMIR Research Protocols. Jun, 2016 | Pubmed ID: 27278634 A Data-driven Approach for Quality Assessment of Radiologic Interpretations Journal of the American Medical Informatics Association : JAMIA. Apr, 2016 | Pubmed ID: 26606938 Remote Ischemic Conditioning Alters Methylation and Expression of Cell Cycle Genes in Aneurysmal Subarachnoid Hemorrhage Stroke. Sep, 2015 | Pubmed ID: 26251247 An Integrated, Ontology-driven Approach to Constructing Observational Databases for Research Journal of Biomedical Informatics. Jun, 2015 | Pubmed ID: 25817919 Representing and Extracting Lung Cancer Study Metadata: Study Objective and Study Design Computers in Biology and Medicine. Mar, 2015 | Pubmed ID: 25618216 An Automated Lung Segmentation Approach Using Bidirectional Chain Codes to Improve Nodule Detection Accuracy Computers in Biology and Medicine. Feb, 2015 | Pubmed ID: 25557199 Predicting Discharge Mortality After Acute Ischemic Stroke Using Balanced Data AMIA ... Annual Symposium Proceedings. AMIA Symposium. 2014 | Pubmed ID: 25954451 Transfer and Transport: Incorporating Causal Methods for Improving Predictive Models Journal of the American Medical Informatics Association : JAMIA. Oct, 2014 | Pubmed ID: 25008007 Imaging-based Observational Databases for Clinical Problem Solving: the Role of Informatics Journal of the American Medical Informatics Association : JAMIA. 2013 | Pubmed ID: 23775172 Imaging Informatics for Consumer Health: Towards a Radiology Patient Portal Journal of the American Medical Informatics Association : JAMIA. 2013 | Pubmed ID: 23739614 Energy-efficient Context Classification with Dynamic Sensor Control IEEE Transactions on Biomedical Circuits and Systems. Apr, 2012 | Pubmed ID: 23852981 High Performance Biomedical Time Series Indexes Using Salient Segmentation Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2012 | Pubmed ID: 23367072 Dynamic Self-adaptive Remote Health Monitoring System for Diabetics Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2012 | Pubmed ID: 23366365 Context-based Electronic Health Record: Toward Patient Specific Healthcare IEEE Transactions on Information Technology in Biomedicine : a Publication of the IEEE Engineering in Medicine and Biology Society. Mar, 2012 | Pubmed ID: 22395637 Salient Segmentation of Medical Time Series Signals Proceedings. IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology. Jul, 2011 | Pubmed ID: 27617296 Missing Data Imputation for Remote CHF Patient Monitoring Systems Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2011 | Pubmed ID: 22255016 Linear Frequency Estimation Technique for Reducing Frequency Based Signals The ... International Conference on PErvasive Technologies Related to Assistive Environments : PETRA ... International Conference on PErvasive Technologies Related to Assistive Environments. Jun, 2010 | Pubmed ID: 27752183 Triamcinolone-associated Crystalline Maculopathy Archives of Ophthalmology (Chicago, Ill. : 1960). Jun, 2010 | Pubmed ID: 20547944 Episodic Sampling: Towards Energy-efficient Patient Monitoring with Wearable Sensors Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2009 | Pubmed ID: 19964452 Problem-centric Organization and Visualization of Patient Imaging and Clinical Data Radiographics : a Review Publication of the Radiological Society of North America, Inc. 2009 | Pubmed ID: 19168763 A Tool for Improving the Longitudinal Imaging Characterization for Neuro-oncology Cases AMIA ... Annual Symposium Proceedings. AMIA Symposium. Nov, 2008 | Pubmed ID: 18999139 A Methodology to Integrate Clinical Data for the Efficient Assessment of Brain-tumor Patients Informatics for Health & Social Care. Mar, 2008 | Pubmed ID: 18604762 MEDIC: Medical Embedded Device for Individualized Care Artificial Intelligence in Medicine. Feb, 2008 | Pubmed ID: 18207716 Context-aware Sensing of Physiological Signals Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2007 | Pubmed ID: 18003197 Incremental Diagnosis Method for Intelligent Wearable Sensor Systems IEEE Transactions on Information Technology in Biomedicine : a Publication of the IEEE Engineering in Medicine and Biology Society. Sep, 2007 | Pubmed ID: 17912972 TimeLine: Visualizing Integrated Patient Records IEEE Transactions on Information Technology in Biomedicine : a Publication of the IEEE Engineering in Medicine and Biology Society. Jul, 2007 | Pubmed ID: 17674629 Informatics in Radiology: A Prototype Web-based Reporting System for Onsite-offsite Clinician Communication Radiographics : a Review Publication of the Radiological Society of North America, Inc. 2007 | Pubmed ID: 17620477 OpenSourcePACS: an Extensible Infrastructure for Medical Image Management IEEE Transactions on Information Technology in Biomedicine : a Publication of the IEEE Engineering in Medicine and Biology Society. Jan, 2007 | Pubmed ID: 17249408 Automatic Generation of Repeated Patient Information for Tailoring Clinical Notes International Journal of Medical Informatics. Aug, 2005 | Pubmed ID: 16043089 Automatic Generation of Repeated Patient Information for Tailoring Clinical Notes Studies in Health Technology and Informatics. 2004 | Pubmed ID: 15360894 Identification of Patient Name References Within Medical Documents Using Semantic Selectional Restrictions Proceedings. AMIA Symposium. 2002 | Pubmed ID: 12463926 Problem-oriented Prefetching for an Integrated Clinical Imaging Workstation Journal of the American Medical Informatics Association : JAMIA. 2001 | Pubmed ID: 11320069 生物医学的報告 による 疾患におけるオルガネラ経路の役割を解明するためのナレッジグラフアプローチ Alexander R. Pelletier1,2,3, Dylan Steinecke1,3,4, Dibakar Sigdel1, Irsyad Adam1, J. Harry Caufield1, Vladimir Guevara-Gonzalez1, Joseph Ramirez1, Aarushi Verma1, Kaitlyn Bali1, Katherine Downs1, Wei Wang1,2,3, Alex Bui3,4, Peipei Ping1,2,3,4,5 1Department of Physiology, UCLA School of Medicine, 2Scalable Analytics Institute (ScAi) at Department of Computer Science, UCLA School of Engineering, 3NIH BRIDGE2AI Center at UCLA & NHLBI Integrated Cardiovascular Data Science Training Program, UCLA, 4Medical Informatics, University of California at Los Angeles (UCLA), 5Department of Medicine (Cardiology), UCLA School of Medicine JoVE 65084 Biochemistry
生物医学的報告 による 疾患におけるオルガネラ経路の役割を解明するためのナレッジグラフアプローチ Alexander R. Pelletier1,2,3, Dylan Steinecke1,3,4, Dibakar Sigdel1, Irsyad Adam1, J. Harry Caufield1, Vladimir Guevara-Gonzalez1, Joseph Ramirez1, Aarushi Verma1, Kaitlyn Bali1, Katherine Downs1, Wei Wang1,2,3, Alex Bui3,4, Peipei Ping1,2,3,4,5 1Department of Physiology, UCLA School of Medicine, 2Scalable Analytics Institute (ScAi) at Department of Computer Science, UCLA School of Engineering, 3NIH BRIDGE2AI Center at UCLA & NHLBI Integrated Cardiovascular Data Science Training Program, UCLA, 4Medical Informatics, University of California at Los Angeles (UCLA), 5Department of Medicine (Cardiology), UCLA School of Medicine JoVE 65084 Biochemistry
