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Hsu William

Title(s)Associate Professor, Radiology
Phone310-794-3536
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help.
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    1. Hsu W, Elmore JG. Shining Light Into the Black Box of Machine Learning. J Natl Cancer Inst. 2019 Jan 10. PMID: 30629201.
      View in: PubMed
    2. Faiena I, Salmasi A, Mendhiratta N, Markovic D, Ahuja P, Hsu W, Elashoff DA, Raman SS, Reiter RE. PI-RADS Version 2 Category on 3 Tesla Multiparametric Prostate Magnetic Resonance Imaging Predicts Oncologic Outcomes in Gleason 3 + 4 Prostate Cancer on Biopsy. J Urol. 2019 Jan; 201(1):91-97. PMID: 30577397.
      View in: PubMed
    3. Petousis P, Naeim A, Mosleh A, Hsu W. Evaluating the Impact of Uncertainty on Risk Prediction: Towards More Robust Prediction Models. AMIA Annu Symp Proc. 2018; 2018:1461-1470. PMID: 30815191.
      View in: PubMed
    4. Johnson DC, Raman SS, Mirak SA, Kwan L, Bajgiran AM, Hsu W, Maehara CK, Ahuja P, Faiena I, Pooli A, Salmasi A, Sisk A, Felker ER, Lu DSK, Reiter RE. Detection of Individual Prostate Cancer Foci via Multiparametric Magnetic Resonance Imaging. Eur Urol. 2018 Nov 30. PMID: 30509763.
      View in: PubMed
    5. Hsu W, Zhou X, Petruse A, Chau N, Lee-Felker S, Hoyt A, Wenger N, Elashoff D, Naeim A. Role of Clinical and Imaging Risk Factors in Predicting Breast Cancer Diagnosis Among BI-RADS 4 Cases. Clin Breast Cancer. 2018 Sep 05. PMID: 30366654.
      View in: PubMed
    6. Faiena I, Salmasi A, Mendhiratta N, Markovic D, Ahuja P, Hsu W, Elashoff DA, Raman SS, Reiter RE. PI-RADSv2 Category on 3 Tesla Multiparametric Prostate MRI Predicts Oncologic Outcomes in Gleason 3+4 Prostate Cancer on Biopsy. J Urol. 2018 Aug 21. PMID: 30142318.
      View in: PubMed
    7. Smedley NF, Hsu W. USING DEEP NEURAL NETWORKS FOR RADIOGENOMIC ANALYSIS. Proc IEEE Int Symp Biomed Imaging. 2018 Apr; 2018:1529-1533. PMID: 30093961.
      View in: PubMed
    8. 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. The effect of radiation dose reduction on computer-aided detection (CAD) performance in a low-dose lung cancer screening population. Med Phys. 2017 Apr; 44(4):1337-1346. PMID: 28122122.
      View in: PubMed
    9. Matiasz NJ, Wood J, Wang W, Silva AJ, Hsu W. Computer-Aided Experiment Planning toward Causal Discovery in Neuroscience. Front Neuroinform. 2017; 11:12. PMID: 28243197.
      View in: PubMed
    10. Shen S, Han SX, Petousis P, Weiss RE, Meng F, Bui AA, Hsu W. A Bayesian model for estimating multi-state disease progression. Comput Biol Med. 2017 02 01; 81:111-120. PMID: 28038345.
      View in: PubMed
    11. Abtin F, Quirk MT, Suh RD, Hsu W, Han SX, Kim GJ, Genshaft S, Sandberg JK, Olevsky O, Cameron RB. Percutaneous Cryoablation for the Treatment of Recurrent Malignant Pleural Mesothelioma: Safety, Early-Term Efficacy, and Predictors of Local Recurrence. J Vasc Interv Radiol. 2017 Feb; 28(2):213-221. PMID: 27979596.
      View in: PubMed
    12. Rios Piedra EA, Taira RK, El-Saden S, Ellingson BM, Bui AAT, Hsu W. Assessing Variability in Brain Tumor Segmentation to Improve Volumetric Accuracy and Characterization of Change. IEEE EMBS Int Conf Biomed Health Inform. 2016 Feb; 2016:380-383. PMID: 28670648.
      View in: PubMed
    13. Hsu W, El-Saden S, Taira RK. Medical Imaging Informatics. Adv Exp Med Biol. 2016; 939:167-224. PMID: 27807748.
      View in: PubMed
    14. Hsu W, Han SX, Arnold CW, Bui AA, Enzmann DR. A data-driven approach for quality assessment of radiologic interpretations. J Am Med Inform Assoc. 2016 Apr; 23(e1):e152-6. PMID: 26606938; PMCID: PMC4954616 [Available on 04/01/17].
    15. Nikkola E, Laiwalla A, Ko A, Alvarez M, Connolly M, Ooi YC, Hsu W, Bui A, Pajukanta P, Gonzalez NR. Remote Ischemic Conditioning Alters Methylation and Expression of Cell Cycle Genes in Aneurysmal Subarachnoid Hemorrhage. Stroke. 2015 Sep; 46(9):2445-51. PMID: 26251247; PMCID: PMC4550559.
    16. Abtin F, Suh RD, Nasehi L, Han SX, Hsu W, Quirk M, Genshaft S, Gutierrez AJ, Cameron RB. Percutaneous cryoablation for the treatment of recurrent thymoma: preliminary safety and efficacy. J Vasc Interv Radiol. 2015 May; 26(5):709-14. PMID: 25921453.
      View in: PubMed
    17. Hsu W, Gonzalez NR, Chien A, Pablo Villablanca J, Pajukanta P, Viñuela F, Bui AA. An integrated, ontology-driven approach to constructing observational databases for research. J Biomed Inform. 2015 Jun; 55:132-42. PMID: 25817919; PMCID: PMC4464942.
    18. Shen S, Bui AA, Cong J, Hsu W. An automated lung segmentation approach using bidirectional chain codes to improve nodule detection accuracy. Comput Biol Med. 2015 Feb; 57:139-49. PMID: 25557199.
      View in: PubMed
    19. Singleton KW, Speier W, Bui AA, Hsu W. Motivating the additional use of external validity: examining transportability in a model of glioblastoma multiforme. AMIA Annu Symp Proc. 2014; 2014:1930-9. PMID: 25954466; PMCID: PMC4419978.
    20. Singleton KW, Bui AA, Hsu W. Transfer and transport: incorporating causal methods for improving predictive models. J Am Med Inform Assoc. 2014 Oct; 21(e2):e374-5. PMID: 25008007; PMCID: PMC4173188.
    21. Hsu W, Bui AA. Leveraging domain knowledge to facilitate visual exploration of large population datasets. AMIA Annu Symp Proc. 2013; 2013:615-23. PMID: 24551363; PMCID: PMC3900204.
    22. Hsu W, Markey MK, Wang MD. Biomedical imaging informatics in the era of precision medicine: progress, challenges, and opportunities. J Am Med Inform Assoc. 2013 Nov-Dec; 20(6):1010-3. PMID: 24114330; PMCID: PMC3822124.
    23. Bui AA, Hsu W, Arnold C, El-Saden S, Aberle DR, Taira RK. Imaging-based observational databases for clinical problem solving: the role of informatics. J Am Med Inform Assoc. 2013 Nov-Dec; 20(6):1053-8. PMID: 23775172; PMCID: PMC3822107.
    24. Singleton KW, Hsu W, Bui AA. Comparing predictive models of glioblastoma multiforme built using multi-institutional and local data sources. AMIA Annu Symp Proc. 2012; 2012:1385-92. PMID: 23304418; PMCID: PMC3540487.
    25. Hsu W, Speier W, Taira RK. Automated extraction of reported statistical analyses: towards a logical representation of clinical trial literature. AMIA Annu Symp Proc. 2012; 2012:350-9. PMID: 23304305; PMCID: PMC3540551.
    26. Hsu W, Taira RK, El-Saden S, Kangarloo H, Bui AA. Context-based electronic health record: toward patient specific healthcare. IEEE Trans Inf Technol Biomed. 2012 Mar; 16(2):228-34. PMID: 22395637.
      View in: PubMed
    27. Hsu W, Taira RK, Viñuela F, Bui AA. A Case-based Retrieval System using Natural Language Processing and Population-based Visualization. Proc IEEE Int Conf Healthc Inform Imaging Syst Biol. 2011 Jul; 2011:221-228. PMID: 27570833.
      View in: PubMed
    28. Bashyam V, Hsu W, Watt E, Bui AA, Kangarloo H, Taira RK. Problem-centric organization and visualization of patient imaging and clinical data. Radiographics. 2009 Mar-Apr; 29(2):331-43. PMID: 19168763; PMCID: PMC2678554.