William Hsu

发表

SPIRS: A Web-based image retrieval system for large biomedical databases

L. Rodney Long, George R. Thoma, Sameer K. Antani, 2009, Int. J. Medical Informatics.

A Bayesian model for estimating multi-state disease progression

Alex A. T. Bui, Frank Meng, Robert E. Weiss, 2017, Comput. Biol. Medicine.

Robust Lung Nodule Classification using 2.5D Convolutional Neural Network

Alex A. T. Bui, William Hsu, Shiwen Shen, 2017, AMIA.

Multivariate Sequential Analytics for Treatment Trajectory Forecasting

Patricia Riddle, Jim Warren, William Hsu, 2019, ACSW.

An Interpretable Deep Hierarchical Semantic Convolutional Neural Network for Lung Nodule Malignancy Classification

Denise R. Aberle, Alex A. T. Bui, William Hsu, 2018, Expert Syst. Appl..

A neuro-oncology workstation for structuring, modeling, and visualizing patient records

Ricky K. Taira, William Hsu, Corey W. Arnold, 2010, IHI.

Using deep neural networks for radiogenomic analysis

William Hsu, Nova F. Smedley, William Hsu, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

OpBerg: Discovering causal sentences using optimal alignments pdf

Alexej Abyzov, William Hsu, Wei Wang, 2019, ArXiv.

A Comparison of Hybrid Incremental Reuse Strategies for Reinforcement Learning in Genetic Programming

William Hsu, Edwin Rodríguez, Scott J. Harmon, 2004, GECCO.

MedicineMaps: A Tool for Mapping and Linking Evidence from Experimental and Clinical Trial Literature

Wei-Ting Chen, William Hsu, Alcino J. Silva, 2016, AMIA.

COPING WITH CLASS IMBALANCE IN CLASSIFICATION OF TRAFFIC CRASH SEVERITY BASED ON SENSOR AND ROAD DATA: A FEATURE SELECTION AND DATA AUGMENTATION APPROACH

William Hsu, Deepti Lamba, Majed Alsadhan, 2019, Computer Science & Information Technology (CS & IT ).

Medical Data Visualization: Toward Integrated Clinical Workstations

Alex A. T. Bui, William Hsu, William Hsu, 2010 .

Improving HPC System Performance by Predicting Job Resources via Supervised Machine Learning

Daniel Andresen, William Hsu, Brandon Dunn, 2019, PEARC.

SPIRS: A Framework for Content-based Image Retrieval from Large Biomedical Databases

L. Rodney Long, Sameer K. Antani, William Hsu, 2007, MedInfo.

A Continuous Markov Model Approach Using Individual Patient Data to Estimate Mean Sojourn Time of Lung Cancer

Alex A. T. Bui, Frank Meng, William Hsu, 2015, AMIA.

Design issues in interaction modeling for free improvisation

William Hsu, 2007, NIME '07.

Analysis and Improvement of Adversarial Training in DQN Agents With Adversarially-Guided Exploration (AGE) pdf

William Hsu, Vahid Behzadan, Vahid Behzadan, 2019, ArXiv.

Mitigation Strategies for Foot and Mouth Disease: A Learning-Based Approach

Sohini Roy Chowdhury, Caterina M. Scoglio, William Hsu, 2011, Int. J. Artif. Life Res..

Disease Models, Part II: Querying & Applications

Alex A. T. Bui, William Hsu, William Hsu, 2010 .

Evaluating a Novel Summary Visualization for Clinical Trial Reports: A Usability Study

Ricky K. Taira, William Hsu, Maurine Tong, 2016, AMIA.

Evolutionary Computation and Genetic Algorithms

William Hsu, W. Hsu, 2009, Encyclopedia of Data Warehousing and Mining.

A Web-based Platform for Evaluating and Disseminating Predictive Models

Alex A. T. Bui, Frank Meng, William Hsu, 2017, CRI.

Machine Learning for Predictive Analytics of Compute Cluster Jobs pdf

William Hsu, Huichen Yang, Adedolapo Okanlawon, 2018, ArXiv.

DESIGN OF MUTANT OPERATORS FOR THE C PROGRAMMING LANGUAGE

Wynne Hsu, Richard A. DeMillo, Aditya P. Mathur, 2006 .

Genetic Programming

William Hsu, W. Hsu, 2011, Lecture Notes in Computer Science.

Two Approaches for Interaction Management in Timbre-Aware Improvisation Systems

William Hsu, 2008, ICMC.

Automated Extraction of Reported Statistical Analyses: Towards a Logical Representation of Clinical Trial Literature

Ricky K. Taira, William Hsu, William Speier, 2012, AMIA.

Extracting Relevant Information from Clinical Records: Towards Modeling the Evolution of Intracranial Aneurysms

Alex A. T. Bui, William Hsu, Juan Anna Wu, 2012, AMIA.

Managing Gesture and Timbre for Analysis and Instrument Control in an Interactive Environment

William Hsu, W. Hsu, 2006, NIME.

Leveraging Domain Knowledge to Facilitate Visual Exploration of Large Population Datasets

Alex A. T. Bui, William Hsu, 2013, AMIA.

Disambiguating authors in citations on the web and authorship correlations

Jan-Ming Ho, Cheng-Yu Lu, Hsin-Tsung Peng, 2012, Expert Syst. Appl..

A Technique for Lung Nodule Candidate Detection in CT Using Global Minimization Methods

Edward Jones, Alex A. T. Bui, Martin Glavin, 2015, EMMCVPR.

Using Contextual Learning to Improve Diagnostic Accuracy: Application in Breast Cancer Screening

Mihaela van der Schaar, Jie Xu, Linqi Song, 2016, IEEE Journal of Biomedical and Health Informatics.

Comparing Predictive Models of Glioblastoma Multiforme Built Using Multi-Institutional and Local Data Sources

Alex A. T. Bui, William Hsu, Kyle Singleton, 2012, AMIA.

Biomedical imaging informatics in the era of precision medicine: progress, challenges, and opportunities

May D. Wang, Mia K. Markey, William Hsu, 2013, J. Am. Medical Informatics Assoc..

An integrated, ontology-driven approach to constructing observational databases for research

Aichi Chien, Alex A. T. Bui, William Hsu, 2015, J. Biomed. Informatics.

A data-driven approach for matching clinical expertise to individual cases

Mihaela van der Schaar, Onur Atan, Cem Tekin, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Using knowledge encoded in graphical disease models to support context -sensitive visualization of medical data

William Hsu, William Hsu, 2009 .

Motivating the Additional Use of External Validity: Examining Transportability in a Model of Glioblastoma Multiforme

Alex A. T. Bui, William Hsu, William Speier, 2014, AMIA.

An automated lung segmentation approach using bidirectional chain codes to improve nodule detection accuracy

Jason Cong, Alex A. T. Bui, William Hsu, 2015, Comput. Biol. Medicine.

Computer-Aided Experiment Planning toward Causal Discovery in Neuroscience

Wei Wang, William Hsu, Justin Wood, 2017, Front. Neuroinform..

Representing Evidence from Biomedical Literature for Clinical Decision Support: Challenges on Semantic Computing and Biomedicine

William Hsu, William Hsu, 2014, 2014 IEEE International Conference on Semantic Computing.

RL-Based Method for Benchmarking the Adversarial Resilience and Robustness of Deep Reinforcement Learning Policies

William Hsu, Vahid Behzadan, Vahid Behzadan, 2019, SAFECOMP Workshops.

Translating literature into causal graphs: Toward automated experiment selection

Wei Wang, William Hsu, Justin Wood, 2017, 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

A Platform for Generating and Validating Breast Risk Models from Clinical Data: Towards Patient-Centered Risk Stratified Screening

Alex A. T. Bui, Arash Naeim, William Hsu, 2015, AMIA.

Brain Tumor Segmentation by Variability Characterization of Tumor Boundaries

Ricky K. Taira, Alex A. T. Bui, William Hsu, 2016, BrainLes@MICCAI.

A Formal Representation for Numerical Data Presented in Published Clinical Trial Reports

Ricky K. Taira, William Hsu, Maurine Tong, 2013, MedInfo.

A Framework for Visually Querying a Probabilistic Model of Tumor Image Features

Alex A. T. Bui, William Hsu, 2006, AMIA.

Evaluating the Impact of Uncertainty on Risk Prediction: Towards More Robust Prediction Models

Arash Naeim, William Hsu, Panayiotis Petousis, 2018, AMIA.

Sequential Triggers for Watermarking of Deep Reinforcement Learning Policies pdf

William Hsu, Vahid Behzadan, Vahid Behzadan, 2019, ArXiv.

Computed Tomography Image Enhancement using 3D Convolutional Neural Network pdf

Jason Cong, Wen Gao, Meng Li, 2018, DLMIA/ML-CDS@MICCAI.

Using Timbre in a Computer-Based Improvisation System

William Hsu, 2005, ICMC.

Generating reward functions using IRL towards individualized cancer screening

Alex A. T. Bui, William Hsu, Simon X. Han, 2018, AIH@IJCAI.

Adversarial Exploitation of Policy Imitation pdf

William Hsu, Vahid Behzadan, Vahid Behzadan, 2019, AISafety@IJCAI.

A data-driven approach for quality assessment of radiologic interpretations

Alex A. T. Bui, William Hsu, Simon X. Han, 2016, J. Am. Medical Informatics Assoc..

An Approach for Incorporating Context in Building Probabilistic Predictive Models

Alex A. T. Bui, William Hsu, Juan Anna Wu, 2012, 2012 IEEE Second International Conference on Healthcare Informatics, Imaging and Systems Biology.

A Case-Based Retrieval System Using Natural Language Processing and Population-Based Visualization

Ricky K. Taira, Alex A. T. Bui, William Hsu, 2011, 2011 IEEE First International Conference on Healthcare Informatics, Imaging and Systems Biology.

ConfidentCare: A Clinical Decision Support System for Personalized Breast Cancer Screening

Mihaela van der Schaar, Ahmed M. Alaa, Kyeong H. Moon, 2016, IEEE Transactions on Multimedia.

The Best of Imaging Informatics Research 2017

Charles E. Kahn, William Hsu, 2017, AMIA.

Spatial matching of magnified 2D mammography images and specimen radiographs: towards improved characterization of suspicious microcalcifications

William Hsu, Bo Li, Noor Nakhaei, 2021, Medical Imaging.

Segmentation of Breast Microcalcifications: A Multi-Scale Approach

William Hsu, Bo Li, Noor Nakhaei, 2021, 2102.00754.

A Multi-Pronged Evaluation For Image Normalization Techniques

William Hsu, Leihao Wei, Tianqing Li, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

Using deep neural networks and interpretability methods to identify gene expression patterns that predict radiomic features and histology in non-small cell lung cancer

William Hsu, Nova F. Smedley, Denise R Aberle, 2021, Journal of medical imaging.

Problem-centric organization and visualization of patient imaging and clinical data.

Hooshang Kangarloo, Vijayaraghavan Bashyam, William Hsu, 2009, Radiographics : a review publication of the Radiological Society of North America, Inc.

Medical Imaging Informatics

William Hsu, Suzie El-Saden, Ricky K Taira, 2010 .

The effect of radiation dose reduction on computer‐aided detection (CAD) performance in a low‐dose lung cancer screening population

Pechin Lo, William Hsu, Frederic Noo, 2017, Medical physics.

Longitudinal Patterns in Clinical and Imaging Measurements Predict Residual Survival in Glioblastoma Patients

William Hsu, Benjamin M Ellingson, Timothy F Cloughesy, 2018, Scientific Reports.

Abstract W P73: Feasibility and Preliminary Results of Whole Blood RNA-Sequencing Analysis in Patients With Intracranial Aneurysms

Alex A. T. Bui, William Hsu, Päivi Pajukanta, 2014 .

Utilizing time‐driven activity‐based costing to understand the short‐ and long‐term costs of treating localized, low‐risk prostate cancer

William Hsu, Patrick A Kupelian, Andrew K Moriarity, 2015, Cancer.