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Author Details

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
0000-0002-5168-070X
2006
82
15
PMIDPaper TitleJournal TitlePublished Year
37604011pLM4ACE: A protein language model based predictor for antihypertensive peptide screening.Food Chem2024
36824946Racial Disparities in Quantitative MRI for African American and White Men with Prostate Cancer.Res Sq2023
37741228Tailoring pretext tasks to improve self-supervised learning in histopathologic subtype classification of lung adenocarcinomas.Comput Biol Med2023
37815447Expanding Role of Advanced Image Analysis in CT-detected Indeterminate Pulmonary Nodules and Early Lung Cancer Characterization.Radiology2023
37399400Comprehensive tissue deconvolution of cell-free DNA by deep learning for disease diagnosis and monitoring.Proc Natl Acad Sci U S A2023
37128415Capturing Demographic, Health-Related, and Psychosocial Variables in a Standardized Manner: Towards Improving Cancer Screening Adherence.AMIA Annu Symp Proc2023
36820930Improving the Quantitative Analysis of Breast Microcalcifications: A Multiscale Approach.J Digit Imaging2023
36749434Variability Among Breast Cancer Risk Classification Models When Applied at the Level of the Individual Woman.J Gen Intern Med2023
34624528Patient Adherence to Lung CT Screening Reporting & Data System-Recommended Screening Intervals in the United States: A Systematic Review and Meta-Analysis.J Thorac Oncol2022
35525068Automated quantitative assessment of amorphous calcifications: Towards improved malignancy risk stratification.Comput Biol Med2022
36572984Automated estimation of ischemic core volume on noncontrast-enhanced CT via machine learning.Interv Neuroradiol2022
35970474Radiologist Preferences for Artificial Intelligence-Based Decision Support During Screening Mammography Interpretation.J Am Coll Radiol2022
35285922Association of Intensive Blood Pressure Control and Living Arrangement on Cardiovascular Outcomes by Race: Post Hoc Analysis of SPRINT Randomized Clinical Trial.JAMA Netw Open2022
35216733Response to Letter to the Editor.J Thorac Oncol2022
34726541Using Radiomics for Risk Stratification: Where We Need to Go.Radiology2022
33977113Using deep neural networks and interpretability methods to identify gene expression patterns that predict radiomic features and histology in non-small cell lung cancer.J Med Imaging (Bellingham)2021
33706419Reproducibility of lung nodule radiomic features: Multivariable and univariable investigations that account for interactions between CT acquisition and reconstruction parameters.Med Phys2021
33888839Gastroenterology visitation and reminders predict surveillance uptake for patients with adenomas with high-risk features.Sci Rep2021
34548326Generalizability and Transportability of the National Lung Screening Trial Data: Extending Trial Results to Different Populations.Cancer Epidemiol Biomarkers Prev2021
34427681Association of Inclusion of More Black Individuals in Lung Cancer Screening With Reduced Mortality.JAMA Netw Open2021
34479386Notable Papers and New Directions in Sensors, Signals, and Imaging Informatics.Yearb Med Inform2021
34532201Experiment Selection in Meta-Analytic Piecemeal Causal Discovery.IEEE Access2021
34087201Automated identification and assignment of colonoscopy surveillance recommendations for individuals with colorectal polyps.Gastrointest Endosc2021
32130048Influence of the Location and Zone of Tumor in Prostate Cancer Detection and Localization on 3-T Multiparametric MRI Based on PI-RADS Version 2.AJR Am J Roentgenol2020
32101278Discovering and interpreting transcriptomic drivers of imaging traits using neural networks.Bioinformatics2020
31985412SACNN: Self-Attention Convolutional Neural Network for Low-Dose CT Denoising With Self-Supervised Perceptual Loss Network.IEEE Trans Med Imaging2020
32606487EDICNet: An end-to-end detection and interpretable malignancy classification network for pulmonary nodules in computed tomography.Proc SPIE Int Soc Opt Eng2020
32823307Notable Papers and Trends from 2019 in Sensors, Signals, and Imaging Informatics.Yearb Med Inform2020
32554891Treatment effect prediction for sarcoma patients treated with preoperative radiotherapy using radiomics features from longitudinal diffusion-weighted MRIs.Phys Med Biol2020
32540375Cardiovascular 3-D Printing: Value-Added Assessment Using Time-Driven Activity-Based Costing.J Am Coll Radiol2020
30509763Detection of Individual Prostate Cancer Foci via Multiparametric Magnetic Resonance Imaging.Eur Urol2019
33937798Using Time as a Measure of Impact for AI Systems: Implications in Breast Screening.Radiol Artif Intell2019
32754420Using Sequential Decision Making to Improve Lung Cancer Screening Performance.IEEE Access2019
30142318PI-RADS Version 2 Category on 3 Tesla Multiparametric Prostate Magnetic Resonance Imaging Predicts Oncologic Outcomes in Gleason 3 + 4 Prostate Cancer on Biopsy.J Urol2019
31296975An Interpretable Deep Hierarchical Semantic Convolutional Neural Network for Lung Nodule Malignancy Classification.Expert Syst Appl2019
31419823Advancing Artificial Intelligence in Sensors, Signals, and Imaging Informatics.Yearb Med Inform2019
31363717Generating Reward Functions Using IRL Towards Individualized Cancer Screening.Artif Intell Health (2018)2019
30898897External validation and recalibration of the Brock model to predict probability of cancer in pulmonary nodules using NLST data.Thorax2019
30995090Detection and Localization of Prostate Cancer at 3-T Multiparametric MRI Using PI-RADS Segmentation.AJR Am J Roentgenol2019
30577397PI-RADS Version 2 Category on 3 Tesla Multiparametric Prostate Magnetic Resonance Imaging Predicts Oncologic Outcomes in Gleason 3 + 4 Prostate Cancer on Biopsy.J Urol2019
30366654Role of Clinical and Imaging Risk Factors in Predicting Breast Cancer Diagnosis Among BI-RADS 4 Cases.Clin Breast Cancer2019
29128577Pathological and 3 Tesla Volumetric Magnetic Resonance Imaging Predictors of Biochemical Recurrence after Robotic Assisted Radical Prostatectomy: Correlation with Whole Mount Histopathology.J Urol2018
30157513Sensor, Signal, and Imaging Informatics in 2017.Yearb Med Inform2018
30093961USING DEEP NEURAL NETWORKS FOR RADIOGENOMIC ANALYSIS.Proc IEEE Int Symp Biomed Imaging2018
30258190Longitudinal Patterns in Clinical and Imaging Measurements Predict Residual Survival in Glioblastoma Patients.Sci Rep2018
30815191Evaluating the Impact of Uncertainty on Risk Prediction: Towards More Robust Prediction Models.AMIA Annu Symp Proc2018
30370071Participatory methods to support team science development for predictive analytics in health.J Clin Transl Sci2018
29723213ResearchMaps.org for integrating and planning research.PLoS One2018
28038345A Bayesian model for estimating multi-state disease progression.Comput Biol Med2017
28269960Evaluating a Novel Summary Visualization for Clinical Trial Reports: A Usability Study.AMIA Annu Symp Proc2017
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