William Hsu
Orcid: 0000-0002-5168-070X
According to our database1,
William Hsu
authored at least 76 papers
between 2005 and 2024.
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Bibliography
2024
J. Biomed. Informatics, January, 2024
2023
Tailoring pretext tasks to improve self-supervised learning in histopathologic subtype classification of lung adenocarcinomas.
Comput. Biol. Medicine, November, 2023
Improving the Quantitative Analysis of Breast Microcalcifications: A Multiscale Approach.
J. Digit. Imaging, June, 2023
Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects.
CoRR, 2023
CTFlow: Mitigating Effects of Computed Tomography Acquisition and Reconstruction with Normalizing Flows.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Using Graph Neural Networks to Capture Tumor Spatial Relationships for Lung Adenocarcinoma Recurrence Prediction.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Medication adherence prediction through temporal modelling in cardiovascular disease management.
BMC Medical Informatics Decis. Mak., 2022
Automated quantitative assessment of amorphous calcifications: Towards improved malignancy risk stratification.
Comput. Biol. Medicine, 2022
Proceedings of the Big Data Analytics and Knowledge Discovery, 2022
Capturing Demographic, Health-Related, and Psychosocial Variables in a Standardized Manner: Towards Improving Cancer Screening Adherence.
Proceedings of the AMIA 2022, 2022
2021
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021
AdeNet: Deep learning architecture that identifies damaged electrical insulators in power lines.
CoRR, 2021
Spatial matching of magnified 2D mammography images and specimen radiographs: towards improved characterization of suspicious microcalcifications.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
SACNN: Self-Attention Convolutional Neural Network for Low-Dose CT Denoising With Self-Supervised Perceptual Loss Network.
IEEE Trans. Medical Imaging, 2020
Discovering and interpreting transcriptomic drivers of imaging traits using neural networks.
Bioinform., 2020
EDICNet: An end-to-end detection and interpretable malignancy classification network for pulmonary nodules in computed tomography.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Using a Generative Adversarial Network for CT Normalization and Its Impact on Radiomic Features.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
An interpretable deep hierarchical semantic convolutional neural network for lung nodule malignancy classification.
Expert Syst. Appl., 2019
IEEE Access, 2019
Explainable Hierarchical Semantic Convolutional Neural Network for Lung Cancer Diagnosis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Proceedings of the Australasian Computer Science Week Multiconference, 2019
2018
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the Artificial Intelligence in Health - First International Workshop, 2018
Evaluating the Impact of Uncertainty on Risk Prediction: Towards More Robust Prediction Models.
Proceedings of the AMIA 2018, 2018
2017
Frontiers Neuroinformatics, 2017
Comput. Biol. Medicine, 2017
Proceedings of the Summit on Clinical Research Informatics, 2017
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 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
ConfidentCare: A Clinical Decision Support System for Personalized Breast Cancer Screening.
IEEE Trans. Multim., 2016
Using Contextual Learning to Improve Diagnostic Accuracy: Application in Breast Cancer Screening.
IEEE J. Biomed. Health Informatics, 2016
"Radiotranscriptomics": A synergy of imaging and transcriptomics in clinical assessment.
Quant. Biol., 2016
J. Am. Medical Informatics Assoc., 2016
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 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
Evaluating a Novel Summary Visualization for Clinical Trial Reports: A Usability Study.
Proceedings of the AMIA 2016, 2016
MedicineMaps: A Tool for Mapping and Linking Evidence from Experimental and Clinical Trial Literature.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
2015
An integrated, ontology-driven approach to constructing observational databases for research.
J. Biomed. Informatics, 2015
An automated lung segmentation approach using bidirectional chain codes to improve nodule detection accuracy.
Comput. Biol. Medicine, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 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
UCLA at TREC 2014 Clinical Decision Support Track: Exploring Language Models, Query Expansion, and Boosting.
Proceedings of The Twenty-Third Text REtrieval Conference, 2014
Representing Evidence from Biomedical Literature for Clinical Decision Support: Challenges on Semantic Computing and Biomedicine.
Proceedings of the 2014 IEEE International Conference on Semantic Computing, 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
2013
Biomedical imaging informatics in the era of precision medicine: progress, challenges, and opportunities.
J. Am. Medical Informatics Assoc., 2013
Perspective: Imaging-based observational databases for clinical problem solving: the role of informatics.
J. Am. Medical Informatics Assoc., 2013
A Formal Representation for Numerical Data Presented in Published Clinical Trial Reports.
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
Expert Syst. Appl., 2012
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 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
Automated Extraction of Reported Statistical Analyses: Towards a Logical Representation of Clinical Trial Literature.
Proceedings of the AMIA 2012, 2012
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
2010
A neuro-oncology workstation for structuring, modeling, and visualizing patient records.
Proceedings of the ACM International Health Informatics Symposium, 2010
2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Int. J. Medical Informatics, 2009
2008
Proceedings of the 2008 International Computer Music Conference, 2008
A Tool for Improving the Longitudinal Imaging Characterization for Neuro-Oncology Cases.
Proceedings of the AMIA 2008, 2008
2007
Proceedings of the Seventh International Conference on New Interfaces for Musical Expression, 2007
SPIRS: A Framework for Content-based Image Retrieval from Large Biomedical Databases.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007
2006
Managing Gesture and Timbre for Analysis and Instrument Control in an Interactive Environment.
Proceedings of the New Interfaces for Musical Expression, 2006
Proceedings of the AMIA 2006, 2006
2005
Proceedings of the 2005 International Computer Music Conference, 2005