Alex A. T. Bui
Orcid: 0000-0002-4702-1373
According to our database1,
Alex A. T. Bui
authored at least 91 papers
between 1998 and 2024.
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Bibliography
2024
J. Biomed. Informatics, January, 2024
2023
CoRR, 2023
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
J. Biomed. Informatics, 2022
AdaDiag: Adversarial Domain Adaptation of Diagnostic Prediction with Clinical Event Sequences.
J. Biomed. Informatics, 2022
Capturing Demographic, Health-Related, and Psychosocial Variables in a Standardized Manner: Towards Improving Cancer Screening Adherence.
Proceedings of the AMIA 2022, 2022
2021
Eigenrank by committee: Von-Neumann entropy based data subset selection and failure prediction for deep learning based medical image segmentation.
Medical Image Anal., 2021
TSI-GNN: Extending Graph Neural Networks to Handle Missing Data in Temporal Settings.
Frontiers Big Data, 2021
Autopopulus: A Novel Framework for Autoencoder Imputation on Large Clinical Datasets.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Diagnostic Prediction with Sequence-of-sets Representation Learning for Clinical Events.
Proceedings of the Artificial Intelligence in Medicine, 2020
2019
Advancing the international data science workforce through shared training and education.
F1000Research, 2019
An interpretable deep hierarchical semantic convolutional neural network for lung nodule malignancy classification.
Expert Syst. Appl., 2019
EigenRank by Committee: A Data Subset Selection and Failure Prediction paradigm for Robust Deep Learning based Medical Image Segmentation.
CoRR, 2019
IEEE Access, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Explainable Hierarchical Semantic Convolutional Neural Network for Lung Cancer Diagnosis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
2018
Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan?
CoRR, 2018
Evaluating Casama: Contextualized semantic maps for summarization of lung cancer studies.
Comput. Biol. Medicine, 2018
Proceedings of the Artificial Intelligence in Health - First International Workshop, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Feasibility of a Secure Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma.
Sensors, 2017
Comput. Biol. Medicine, 2017
Proceedings of the Summit on Clinical Research Informatics, 2017
Proceedings of the AMIA 2017, 2017
A Usability Study to Evaluate the Impact of a Novel Automated Brain Tumor Assessment Application.
Proceedings of the AMIA 2017, 2017
2016
"Radiotranscriptomics": A synergy of imaging and transcriptomics in clinical assessment.
Quant. Biol., 2016
Improving biomedical signal search results in big data case-based reasoning environments.
Pervasive Mob. Comput., 2016
J. Am. Medical Informatics Assoc., 2016
Prediction of lung cancer incidence on the low-dose computed tomography arm of the National Lung Screening Trial: A dynamic Bayesian network.
Artif. Intell. Medicine, 2016
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016
HIPAA compliant wireless sensing smartwatch application for the self-management of pediatric asthma.
Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016
Assessing variability in brain tumor segmentation to improve volumetric accuracy and characterization of change.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
2015
An integrated, ontology-driven approach to constructing observational databases for research.
J. Biomed. Informatics, 2015
J. Assoc. Inf. Sci. Technol., 2015
An automated lung segmentation approach using bidirectional chain codes to improve nodule detection accuracy.
Comput. Biol. Medicine, 2015
Representing and extracting lung cancer study metadata: Study objective and study design.
Comput. Biol. Medicine, 2015
A Platform for Generating and Validating Breast Risk Models from Clinical Data: Towards Patient-Centered Risk Stratified Screening.
Proceedings of the AMIA 2015, 2015
A Continuous Markov Model Approach Using Individual Patient Data to Estimate Mean Sojourn Time of Lung Cancer.
Proceedings of the AMIA 2015, 2015
2014
A Technique for Lung Nodule Candidate Detection in CT Using Global Minimization Methods.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014
Motivating the Additional Use of External Validity: Examining Transportability in a Model of Glioblastoma Multiforme.
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
2013
Perspective: Imaging-based observational databases for clinical problem solving: the role of informatics.
J. Am. Medical Informatics Assoc., 2013
Research and applications: Imaging informatics for consumer health: towards a radiology patient portal.
J. Am. Medical Informatics Assoc., 2013
Proceedings of the MEDINFO 2013, 2013
Leveraging Domain Knowledge to Facilitate Visual Exploration of Large Population Datasets.
Proceedings of the AMIA 2013, 2013
2012
IEEE Trans. Inf. Technol. Biomed., 2012
IEEE Trans. Biomed. Circuits Syst., 2012
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012
Proceedings of the 17th Asia and South Pacific Design Automation Conference, 2012
Extracting Relevant Information from Clinical Records: Towards Modeling the Evolution of Intracranial Aneurysms.
Proceedings of the AMIA 2012, 2012
Comparing Predictive Models of Glioblastoma Multiforme Built Using Multi-Institutional and Local Data Sources.
Proceedings of the AMIA 2012, 2012
2011
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011
A Case-Based Retrieval System Using Natural Language Processing and Population-Based Visualization.
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Proceedings of Wireless Health 2010, 2010
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010
2009
Proceedings of the IEEE 7th Symposium on Application Specific Processors, 2009
Proceedings of the 6th Conference on Computing Frontiers, 2009
Proceedings of the AMIA 2009, 2009
2008
Research Paper: Facilitating Clinical Outcomes Assessment through the Automated Identification of Quality Measures for Prostate Cancer Surgery.
J. Am. Medical Informatics Assoc., 2008
Application of Information Technology: The Clinical Outcomes Assessment Toolkit: A Framework to Support Automated Clinical Records-based Outcomes Assessment and Performance Measurement Research.
J. Am. Medical Informatics Assoc., 2008
Artif. Intell. Medicine, 2008
Evaluation of a Dynamic Bayesian Belief Network to Predict Osteoarthritic Knee Pain Using Data from the Osteoarthritis Initiative.
Proceedings of the AMIA 2008, 2008
A Tool for Improving the Longitudinal Imaging Characterization for Neuro-Oncology Cases.
Proceedings of the AMIA 2008, 2008
2007
IEEE Trans. Inf. Technol. Biomed., 2007
IEEE Trans. Inf. Technol. Biomed., 2007
IEEE Trans. Inf. Technol. Biomed., 2007
StructConsult: Structured Real-Time Wet Read Consultation Infrastructure to Support Patient Care.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007
Automatic Identification & Classification of Surgical Margin Status from Pathology Reports Following Prostate Cancer Surgery.
Proceedings of the AMIA 2007, 2007
2006
Proceedings of the AMIA 2006, 2006
2005
Int. J. Medical Informatics, 2005
2004
Proceedings of the MEDINFO 2004, 2004
2003
Workflow Management of HIS/RIS Textual Documents with PACS Image Studies for Neuroradiology.
Proceedings of the AMIA 2003, 2003
2002
Identification of patient name references within medical documents using semantic selectional restrictions.
Proceedings of the AMIA 2002, 2002
Proceedings of the AMIA 2002, 2002
2001
Application of Information Technology: Problem-oriented Prefetching for an Integrated Clinical Imaging Workstation.
J. Am. Medical Informatics Assoc., 2001
Disease specific intelligent pre-fetch and hanging protocol for diagnostic neuroradiology workstations.
Proceedings of the AMIA 2001, 2001
1999
Proceedings of the AMIA 1999, 1999
1998
Proceedings of the AMIA 1998, 1998