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Translating Literature into Causal Graphs: Toward Automated Experiment Selection

Conference paper
Matiasz NJ, Wood J, Wang W, Silva AJ, Hsu W
IEEE International Conference on Bioinformatics and Biomedicine, 2017.
Publication year: 2017

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

Journal paper
Young S, Lo P, Kim G, Brown M, Hoffman J, Hsu W, Wahi-Anwar W, Flores C, Lee G, Noo F, Goldin J, McNitt-Gray M
Med Phys. 2017 Apr;44(4):1337-1346.
Publication year: 2017

Computer-aided experiment planning toward causal discovery in neuroscience

Journal paper
Matiasz NJ, Wood J, Wang W, Silva AJ, Hsu W
Front. Neuroinform. 11:12
Publication year: 2017

A Bayesian model for estimating multi-state disease progression

Journal paper
Shen S, Han SX, Petousis P, Weiss RE, Meng F, Bui AA, Hsu W
Comput Biol Med. 2017 Feb 1;81:111-120.
Publication year: 2017

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

Journal paper
Song L, Hsu W, Xu J, van der Schaar M
J Biomed Health Inform, 20(3):902-14
Publication year: 2016

Medical Imaging Informatics

Book Chapter
Hsu W, El-Saden S, Taira RK
Adv Exp Med Biol. 2016;939:167-224
Publication year: 2016

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

Conference paper
Tong M, Hsu W, Taira RK
AMIA Annu Symp Proc. 2016; 2016: 2007–2015.
Publication year: 2016

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

Journal paper
Alaa AM, Moon KH, Hsu W, van der Schaar M
IEEE Transactions on Multimedia 18(10):1942-1955
Publication year: 2016

Assessing variability in brain tumor segmentation to improve volumetric accuracy and characterization of change

Conference paper
Rios Piedra EA, Taira RK, El-Saden S, Ellingson BM, Bui AAT, Hsu W
IEEE-EMBS Int Conf on BHI
Publication year: 2016

"Radiotranscriptomics": A synergy of imaging and transcriptomics in clinical assessment

Journal paper
Katrib A, Hsu W, Bui AAT, Xing Y
Quantitative Biology
Publication year: 2016

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

Journal paper
Laviana, AA, Ilg, AM, Veruttipong, D, Tan, HJ, Burke, MA, Niedzwiecki, DR, Kupelian, PA, King, CR, Steinberg, ML, Kundavaram, CR, Kamrava, M, Kaplan, AL, Moriarity, AK, Hsu, W, Margolis, DJA, Hu, JC, Saigal, CS
Cancer. 2015; [Epub ahead of print]
Publication year: 2015

Remote ischemic conditioning alters methylation and expression of cell cycle genes in aneurysmal subarachnoid hemorrhage

Journal paper
Nikkola, E, Laiwalla, A, Ko, A, Alvarez, M, Connolly, M, Ooi, YC, Hsu, W, Bui, AAT, Pajukanta, P, Gonzalez, NR
Stroke. 2015; 46(9):2445-51
Publication year: 2015

Percutaneous cryoablation for the treatment of recurrent thymoma: Preliminary safety and efficacy

Journal paper
Abtin, F, Suh, RD, Nasehi, L, Han, SX, Hsu, W, Quirk, M, Genshaft, SJ, Gutierrez, AJ, Cameron, RB
J Vasc Interv Radiol. 2015; 26(5):709-14
Publication year: 2015

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

Journal paper
Hsu, W, Gonzalez, NR, Chien, A, Villablanca, P, Pajukanta, P, Vinuela, F, Bui, AAT
J Biomed Inform. 2015; 55:132-42.
Publication year: 2015

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

Journal paper
Shen, S, Bui, AAT, Cong, J, Hsu, W
Comput Biol Med. 2015; 57:139-49.
Publication year: 2015

A data-driven approach for quality assessment of radiologic interpretations

Journal paper
Hsu, W, Han, SX, Arnold, CW, Bui, AAt, Enzmann, DR
J Am Med Inform Assoc. 2015; [Epub ahead of print]
Publication year: 2015

Motivating the additional use of external validity: Examining transportability in a model of glioblastoma multiforme

Conference paperDistinguished
Singleton, KW, Speier, W, Bui, AAT, Hsu, W
In AMIA Annu Symp Proc [Internet]. 2014. p. 1930-9.
Publication year: 2014

Imaging-based observational databases for clinical problem solving: The role of informatics

Journal paper
Bui, AAT, Hsu, W, Arnold, CW, El-Saden, SM, Aberle, DR, Taira, RK
J Am Med Inform Assoc. 2013; 20(6):1053-8.
Publication year: 2013

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

EditorialJournal paper
Hsu, W, Markey, MK, Wang, MD
J Am Med Inform Assoc. 2013; 20(6):1010-3.
Publication year: 2013

A formal representation for numerical data presented in published clinical trial reports

Conference paperDistinguished
Tong, M, Hsu, W, Taira, RK
Stud Health Technol Inform. 2013; 192:856-60.
Publication year: 2013

Context-based electronic health record: toward patient specific healthcare

DistinguishedJournal paper
Hsu, W, Taira, RK, El-Saden, SM, Kangarloo, H, Bui, AAT
Information Technology in Biomedicine, IEEE Transactions on. 2012; 16:228–234.
Publication year: 2012

Comparing predictive models of glioblastoma multiforme built using multi-institutional and local data sources

Conference paper
Singleton, KW, Hsu, W, Bui, AAT
In AMIA Annu Symp Proc. 2012. p. 1385-92.
Publication year: 2012

Automated extraction of reported statistical analyses: towards a logical representation of clinical trial literature.

Conference paper
Hsu, W, Speier, W, Taira, RK
AMIA Annu Symp Proc. 2012. p. 350-9.
Publication year: 2012

An approach for incorporating context in building probabilistic predictive models

Conference paper
Wu, JA, Hsu, W, Bui, AAT
In Healthcare Informatics, Imaging and Systems Biology (HISB) 2012 IEEE Second International Conference. San Diego, CA: IEEE; 2012.
Publication year: 2012

Tools for improving the characterization and visualization of changes in neuro-oncology patients

Conference paper
Hsu, W, Taira, RK
AMIA Annu Symp Proc. 2010; 2010:316-20.
Publication year: 2010

Medical data visualization: Toward integrated clinical workstations

Book Chapter
Bui AAT, Hsu W
Medical Imaging Informatics, 2010, 171–240.
Publication year: 2010

Disease Models, Part II: Querying & Applications

Book Chapter
Hsu W, Bui AAT
Medical Imaging Informatics. Springer; 2010. p. 371–401.
Publication year: 2010

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

Journal paper
Bashyam, V, Hsu, W, Watt, EW, Bui, AAT, Kangarloo, H, Taira, RK
Radiographics. 2009; 29(2):331-43.
Publication year: 2009