Author details

Full Name

Alex A T Bui

Affiliation

ORCID

Career Start Year

1998

Papers

118

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
35752169	Applying Automated Machine Learning to Predict Mode of Delivery Using Ongoing Intrapartum Data in Laboring Patients.	Am J Perinatol	2024
37128415	Capturing Demographic, Health-Related, and Psychosocial Variables in a Standardized Manner: Towards Improving Cancer Screening Adherence.	AMIA Annu Symp Proc	2023
38014280	Data-driven prediction of continuous renal replacement therapy survival.		2023
36711695	Comparing risk prediction models aimed at predicting hospitalizations for adverse drug events in community dwelling older adults: a protocol paper.	Res Sq	2023
35285922	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
36168546	Natural Language Processing and Machine Learning to Identify People Who Inject Drugs in Electronic Health Records.	Open Forum Infect Dis	2022
36220544	Evaluation of an automated phenotyping algorithm for rheumatoid arthritis.	J Biomed Inform	2022
35939303	Development and Validation of Machine Models Using Natural Language Processing to Classify Substances Involved in Overdose Deaths.	JAMA Netw Open	2022
35987449	AdaDiag: Adversarial Domain Adaptation of Diagnostic Prediction with Clinical Event Sequences.	J Biomed Inform	2022
33926348	Asthma clustering methods: a literature-informed application to the children's health study data.	J Asthma	2022
35329265	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
34427681	Association of Inclusion of More Black Individuals in Lung Cancer Screening With Reduced Mortality.	JAMA Netw Open	2021
33888839	Gastroenterology visitation and reminders predict surveillance uptake for patients with adenomas with high-risk features.	Sci Rep	2021
34037672	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
33080506	Eigenrank by committee: Von-Neumann entropy based data subset selection and failure prediction for deep learning based medical image segmentation.	Med Image Anal	2021
33129133	Intersectional structural vulnerability to abusive policing among people who inject drugs: A mixed methods assessment in California's central valley.	Int J Drug Policy	2021
34988383	International COVID-19 mortality forecast visualization: covidcompare.io.	JAMIA Open	2021
34615918	Electrical impedance tomography for non-invasive identification of fatty liver infiltrate in overweight individuals.	Sci Rep	2021
34548326	Generalizability and Transportability of the National Lung Screening Trial Data: Extending Trial Results to Different Populations.	Cancer Epidemiol Biomarkers Prev	2021
34604740	TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings.	Front Big Data	2021
35121931	Mutational landscape influences immunotherapy outcomes among patients with non-small-cell lung cancer with human leukocyte antigen supertype B44.	Nat Cancer	2020
32078367	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
34261147	Accuracy of Asthma Computable Phenotypes to Identify Pediatric Asthma at an Academic Institution.	Methods Inf Med	2020
34036298	Diagnostic Prediction with Sequence-of-sets Representation Learning for Clinical Events.	Artif Intell Med Conf Artif Intell Med (2005-)	2020
32734159	Biomedical REAl-Time Health Evaluation (BREATHE): toward an mHealth informatics platform.	JAMIA Open	2020
31296975	An Interpretable Deep Hierarchical Semantic Convolutional Neural Network for Lung Nodule Malignancy Classification.	Expert Syst Appl	2019
31699053	Long term surgical outcomes for infective endocarditis in people who inject drugs: a systematic review and meta-analysis.	BMC Infect Dis	2019
31946230	Domain Adaptation in Children Activity Recognition.	Annu Int Conf IEEE Eng Med Biol Soc	2019
33937788	Quantitative Analysis of Neural Foramina in the Lumbar Spine: An Imaging Informatics and Machine Learning Study.	Radiol Artif Intell	2019
32754420	Using Sequential Decision Making to Improve Lung Cancer Screening Performance.	IEEE Access	2019
31467240	Quantitative Analysis of Spinal Canal Areas in the Lumbar Spine: An Imaging Informatics and Machine Learning Study.	AJNR Am J Neuroradiol	2019
30730297	Applying Multivariate Segmentation Methods to Human Activity Recognition From Wearable Sensors' Data.	JMIR Mhealth Uhealth	2019
31207363	Towards Personalized and Comprehensive Pediatric Asthma Management: Understanding the Role of Social Determinants and Environmental Factors.	Acad Pediatr	2019
31363717	Generating Reward Functions Using IRL Towards Individualized Cancer Screening.	Artif Intell Health (2018)	2019
29802085	Clinical phenomapping and outcomes after heart transplantation.	J Heart Lung Transplant	2018
30457569	A reference set of curated biomedical data and metadata from clinical case reports.	Sci Data	2018
30441312	Children Activity Recognition: Challenges and Strategies.	Annu Int Conf IEEE Eng Med Biol Soc	2018
30295669	A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts.	J Vis Exp	2018
29556346	Non-Invasive Electrical Impedance Tomography for Multi-Scale Detection of Liver Fat Content.	Theranostics	2018
29149658	Evaluating Casama: Contextualized semantic maps for summarization of lung cancer studies.	Comput Biol Med	2018
28038345	A Bayesian model for estimating multi-state disease progression.	Comput Biol Med	2017
28771168	Feasibility of a Secure Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma.	Sensors (Basel)	2017
28501646	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
28366789	Envisioning the future of 'big data' biomedicine.	J Biomed Inform	2017
28360346	Individualized Knowledge Graph: A Viable Informatics Path to Precision Medicine.	Circ Res	2017
29202458	Integrating light-sheet imaging with virtual reality to recapitulate developmental cardiac mechanics.	JCI Insight	2017
29457803	Temperature and Humidity Calibration of a Low-Cost Wireless Dust Sensor for Real-Time Monitoring.	2017 IEEE Sens Appl Symp (SAS) (2017)	2017
27664507	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
28721401	Toward patient-tailored summarization of lung cancer literature.	IEEE EMBS Int Conf Biomed Health Inform	2016
28670648	Assessing Variability in Brain Tumor Segmentation to Improve Volumetric Accuracy and Characterization of Change.	IEEE EMBS Int Conf Biomed Health Inform	2016

1 - 50 of 118

Alex A T Bui

University of California Los Angeles

Co-authored papers 117

William Hsu

American Medical Informatics Association, IEEE, Johns Hopkins University, Radiological Society of North America, University of California Los Angeles, University of California, Los Angeles

Co-authored papers 25

William Hsu

Co-authored papers 25

Ricky K Taira

University of California los angeles

Co-authored papers 21

Denise R Aberle

David Geffen School of Medicine at university of california los angeles

Co-authored papers 19

Hooshang Kangarloo

university of california los angeles School of Medicine

Co-authored papers 19