Alex Bui
NIH BRIDGE2AI Center at UCLA & NHLBI Integrated Cardiovascular Data Science Training Program
UCLA
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Problem-oriented prefetching for an integrated clinical imaging workstation.
Journal of the American Medical Informatics Association : JAMIA , 2001 | Pubmed ID: 11320069
Identification of patient name references within medical documents using semantic selectional restrictions.
Proceedings. AMIA Symposium , 2002 | Pubmed ID: 12463926
Automatic generation of repeated patient information for tailoring clinical notes.
Studies in health technology and informatics , 2004 | Pubmed ID: 15360894
Automatic generation of repeated patient information for tailoring clinical notes.
International journal of medical informatics Aug, 2005 | Pubmed ID: 16043089
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
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
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
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
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
MEDIC: medical embedded device for individualized care.
Artificial intelligence in medicine Feb, 2008 | Pubmed ID: 18207716
A methodology to integrate clinical data for the efficient assessment of brain-tumor patients.
Informatics for health & social care Mar, 2008 | Pubmed ID: 18604762
A tool for improving the longitudinal imaging characterization for neuro-oncology cases.
AMIA ... Annual Symposium proceedings. AMIA Symposium Nov, 2008 | Pubmed ID: 18999139
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
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
Triamcinolone-associated crystalline maculopathy.
Archives of ophthalmology (Chicago, Ill. : 1960) Jun, 2010 | Pubmed ID: 20547944
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
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
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
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
Imaging informatics for consumer health: towards a radiology patient portal.
Journal of the American Medical Informatics Association : JAMIA , 2013 | Pubmed ID: 23739614
Imaging-based observational databases for clinical problem solving: the role of informatics.
Journal of the American Medical Informatics Association : JAMIA , 2013 | Pubmed ID: 23775172
Energy-efficient context classification with dynamic sensor control.
IEEE transactions on biomedical circuits and systems Apr, 2012 | Pubmed ID: 23852981
Transfer and transport: incorporating causal methods for improving predictive models.
Journal of the American Medical Informatics Association : JAMIA Oct, 2014 | Pubmed ID: 25008007
An automated lung segmentation approach using bidirectional chain codes to improve nodule detection accuracy.
Computers in biology and medicine Feb, 2015 | Pubmed ID: 25557199
Representing and extracting lung cancer study metadata: study objective and study design.
Computers in biology and medicine Mar, 2015 | Pubmed ID: 25618216
An integrated, ontology-driven approach to constructing observational databases for research.
Journal of biomedical informatics Jun, 2015 | Pubmed ID: 25817919
Predicting discharge mortality after acute ischemic stroke using balanced data.
AMIA ... Annual Symposium proceedings. AMIA Symposium , 2014 | Pubmed ID: 25954451
Remote Ischemic Conditioning Alters Methylation and Expression of Cell Cycle Genes in Aneurysmal Subarachnoid Hemorrhage.
Stroke Sep, 2015 | Pubmed ID: 26251247
A data-driven approach for quality assessment of radiologic interpretations.
Journal of the American Medical Informatics Association : JAMIA Apr, 2016 | Pubmed ID: 26606938
Consumers' Patient Portal Preferences and Health Literacy: A Survey Using Crowdsourcing.
JMIR research protocols Jun, 2016 | Pubmed ID: 27278634
Improving Biomedical Signal Search Results in Big Data Case-Based Reasoning Environments.
Pervasive and mobile computing Jun, 2016 | Pubmed ID: 27293387
Salient Segmentation of Medical Time Series Signals.
Proceedings. IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology Jul, 2011 | Pubmed ID: 27617296
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
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
A Bayesian model for estimating multi-state disease progression.
Computers in biology and medicine Feb, 2017 | Pubmed ID: 28038345
Individualized Knowledge Graph: A Viable Informatics Path to Precision Medicine.
Circulation research Mar, 2017 | Pubmed ID: 28360346
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
"RADIOTRANSCRIPTOMICS": A synergy of imaging and transcriptomics in clinical assessment.
Quantitative biology (Beijing, China) Mar, 2016 | Pubmed ID: 28529815
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
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
Feasibility of a Secure Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma.
Sensors (Basel, Switzerland) Aug, 2017 | Pubmed ID: 28771168
Evaluating Casama: Contextualized semantic maps for summarization of lung cancer studies.
Computers in biology and medicine Jan, 2018 | Pubmed ID: 29149658
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
Non-Invasive Electrical Impedance Tomography for Multi-Scale Detection of Liver Fat Content.
Theranostics , 2018 | Pubmed ID: 29556346
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
Towards Personalized and Comprehensive Pediatric Asthma Management: Understanding the Role of Social Determinants and Environmental Factors.
Academic pediatrics Aug, 2019 | Pubmed ID: 31207363
An Interpretable Deep Hierarchical Semantic Convolutional Neural Network for Lung Nodule Malignancy Classification.
Expert systems with applications Aug, 2019 | Pubmed ID: 31296975
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
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
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
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
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
Gastroenterology visitation and reminders predict surveillance uptake for patients with adenomas with high-risk features.
Scientific reports Apr, 2021 | Pubmed ID: 33888839
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
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
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
Accuracy of Asthma Computable Phenotypes to Identify Pediatric Asthma at an Academic Institution.
Methods of information in medicine Dec, 2020 | Pubmed ID: 34261147
Association of Inclusion of More Black Individuals in Lung Cancer Screening With Reduced Mortality.
JAMA network open Aug, 2021 | Pubmed ID: 34427681
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
TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings.
Frontiers in big data , 2021 | Pubmed ID: 34604740
Electrical impedance tomography for non-invasive identification of fatty liver infiltrate in overweight individuals.
Scientific reports Oct, 2021 | Pubmed ID: 34615918
International COVID-19 mortality forecast visualization: covidcompare.io.
JAMIA open Oct, 2021 | Pubmed ID: 34988383
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
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
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
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
AdaDiag: Adversarial Domain Adaptation of Diagnostic Prediction with Clinical Event Sequences.
Journal of biomedical informatics Oct, 2022 | Pubmed ID: 35987449
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
Evaluation of an automated phenotyping algorithm for rheumatoid arthritis.
Journal of biomedical informatics Nov, 2022 | Pubmed ID: 36220544
A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports
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
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