publications
* indicates equal contribution
2022
- AbsDistributed, Fully-Immersive VR Medical Simulation Training for Team-Based CareIn iFEST 2022
- AbsIntegrating Battlefield Documentation into Virtual Reality Medical Simulation Training: Virtual BATDOKIn Military Health System Research Symposium 2022
- AbsVR Medical Simulation Training for Canine Tactical Combat Casualty Care: C-TCCCIn DHA Working Dog Research Forum 2022
- ConfXR Medical Simulation Training for the Future of Warfare: The Virtual Advancement of Learning for Operational Readiness (VALOR) ProgramIn International Training Technology Exhibition and Conference (IT2EC) 2022
Winner, Best Paper, IT2EC 2022 - AbsEnabling Flexible Medical Simulation Training for Emergency Medical Services using Virtual RealityIn Annual Meeting of the Society for Simulation in Europe 2022
Finalist, Best Short Communication, SESAM 2022 - PaperAttention-Guided Prostate Lesion Localization and Grade Group Classification with Multiple Instance LearningIn Medical Imaging with Deep Learning 2022
2021
- PaperFederated learning improves site performance in multicenter deep learning without data sharingJournal of the American Medical Informatics Association Feb 2021
- PaperOptimizing Spatial Biopsy Sampling for the Detection of Prostate CancerJournal of Urology Apr 2021
- PaperHarnessing clinical annotations to improve deep learning performance in prostate segmentationPLOS ONE Jun 2021
2020
- ConfAI for Prostate: Detection and Grading of Prostate Cancer on Multiparametric MRIIn Informatics Technology for Cancer Research (ITCR) Jun 2020
- PaperA domain-level DNA strand displacement reaction enumerator allowing arbitrary non-pseudoknotted secondary structuresJournal of The Royal Society Interface Jun 2020
- Paper
- AbsData-Distributed Deep Learning using Federated Learning: A Case StudyIn Annual Meeting of the Radiological Society of North America Dec 2020
Winner, 2020 RSNA Trainee Research Award in Medical Informatics
2019
- AbsMP78-04 PREDICTING PROSTATE CANCER FOCAL THERAPY ELIGIBILITY WITH MACHINE LEARNINGThe Journal of Urology Apr 2019
- PaperEstimating the health-related quality of life of Twitter users using semantic processingIn Studies in Health Technology and Informatics Aug 2019
- PaperPredicting ischemic stroke tissue fate using a deep convolutional neural network on source magnetic resonance perfusion imagesJournal of Medical Imaging May 2019
- PaperPath R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological ImagesIEEE Transactions on Medical Imaging Apr 2019
2018
- AbsEstimating Health-Related Quality of Life of Twitter Users: Methods for Semantic Processing of Social Media PostsIn AMIA Annual Symposium Proceedings Apr 2018
- AbsPrediction of Clinically Significant Prostate Cancer in MR/Ultrasound Guided Fusion Biopsy using Multiparametric MRIIn Medical Imaging Meets NeurIPS Workshop Apr 2018
- AbsCan We Estimate the Health-Related Quality of Life of Twitter Users Using Tweets? A Feasibility StudyIn Machine Learning for Health at NeurIPS Apr 2018
- PaperAn EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomiesComputerized Medical Imaging and Graphics Sep 2018
- PaperEvaluating Casama: Contextualized semantic maps for summarization of lung cancer studiesComputers in Biology and Medicine Sep 2018
2017
- PaperA Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical ProstatectomiesIn AMIA Annual Symposium Proceedings Sep 2017
2016
- AbsAn Investigational Patch-based Convolutional Neural Network Model for the Detection of Clinically Significant Prostate Cancer using Multiparametric MRI (poster)In 2016 Annual Meeting of the Radiological Society of North America Sep 2016
Winner, 2016 RSNA Trainee Research Award in Medical Informatics - PaperA Temporal Deep Learning Approach for MR Perfusion Parameter Estimation in StrokeIn 23rd International Conference on Pattern Recognition Sep 2016
- AbsA Novel Bi-Input Convolutional Neural Network for Deconvolution-Free Estimation of Stroke MR Perfusion ParametersIn 2016 Annual Meeting of the Radiological Society of North America Sep 2016
- AbsDevelopment of a Deep Learning Model for the Detection of Prostate Cancer using MRIIn Gordon Research Conference in Advanced Health Informatics Sep 2016
2015
- PaperPatient Portal Preferences: Perspectives on Imaging Information.Journal of the Association for Information Science and Technology Aug 2015
- Paper
2014
- PaperData Model for Personalized Patient Health Guidelines: An Exploratory StudyAMIA Annual Symposium Proceedings Jan 2014
- PaperA domain-level DNA strand displacement reaction enumerator allowing arbitrary non-pseudoknotted secondary structuresIn Verification of Engineered Molecular Devices and Programs Jul 2014
2013
- PaperClinical Uncertainties, Health Service Challenges, and Ethical Complexities of HIV "Test-and-Treat": A Systematic Review.American Journal of Public Health Apr 2013