William Hsu

Title(s)Professor-in-Residence, Radiological Sciences
SchoolMedicine
ORCID ORCID Icon0000-0002-5168-070X Additional info
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    IEEE2020Senior Member
    Radiological Sciences, UCLA2019Basic Science Teaching Award

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    William Hsu is Professor of Radiological Sciences, Bioinformatics, and Bioengineering at the University of California, Los Angeles affiliated with the Medical & Imaging Informatics group. He is a biomedical informatician focused on maximizing the utility of multimodal data to detect and treat cancers earlier. His lab harnesses artificial intelligence/machine learning techniques to integrate and transform multimodal data into actionable knowledge. He serves as principal investigator on grants from the National Institutes of Health (National Cancer Institute, National Institute for Biomedical Imaging and Bioengineering), National Science Foundation, Agency for Healthcare Research and Quality, and the V Foundation. He is a deputy editor of Radiology: Artificial Intelligence.
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    Using artificial intelligence to support efficient same-day diagnostic imaging in breast cancer screening
    AHRQ R21HS029257Sep 30, 2022 - Sep 29, 2027
    Role: Principal Investigator
    Description: Screening mammography has contributed to the 25-40% reduction in breast cancer mortality, but false-positive results and delays in obtaining follow-up imaging are potential harms. We propose an online interpretation, same-day diagnostic imaging paradigm, which aims to eliminate the anxiety-ridden wait times between screening and diagnostic evaluation and reduce unnecessary recalls by using an artificial intelligence solution to triage screening exams. We will study whether implementing an AI algorithm at the point of care can make online reading and same-day diagnostic imaging a reality in high-volume breast screening clinics.
    Computational Toolkit for Normalizing the Impact of CT Acquisition and Reconstruction on Quantitative Image Features
    NIH/NIBIB R01EB031993Sep 1, 2022 - May 31, 2025
    Role: Principal Investigator
    Description: Computed Tomography (CT) images play an integral role in screening and diagnosing lung cancer, interstitial lung disease, and stroke. While quantitative image features can facilitate accurate characterization of diseases, these features are highly sensitive to variations in how the CT images are acquired and reconstructed, negatively impacting their reproducibility and the performance of machine learning models that utilize these features. This project investigates the effects of varying CT parameters on these image-derived features and uses that information to identify optimal techniques to mitigate their effects in a task-dependent manner.
    SCH: INT: Personalized Real-Time Learning of Optimal Diagnostic Tests using Multi-Modal Clinical Data
    NSF 1722516Sep 1, 2017 - Aug 31, 2023
    Role: Principal Investigator

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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. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Transportability Analysis-A Tool for Extending Trial Results to a Representative Target Population. JAMA Netw Open. 2024 Jan 02; 7(1):e2346302. Inoue K, Hsu W. PMID: 38289608.
      View in: PubMed   Mentions:    Fields:    
    2. Towards a framework for interoperability and reproducibility of predictive models. J Biomed Inform. 2024 Jan; 149:104551. Rahrooh A, Garlid AO, Bartlett K, Coons W, Petousis P, Hsu W, Bui AAT. PMID: 38000765.
      View in: PubMed   Mentions:    Fields:    
    3. Expanding Role of Advanced Image Analysis in CT-detected Indeterminate Pulmonary Nodules and Early Lung Cancer Characterization. Radiology. 2023 10; 309(1):e222904. Prosper AE, Kammer MN, Maldonado F, Aberle DR, Hsu W. PMID: 37815447; PMCID: PMC10623199.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    4. Tailoring pretext tasks to improve self-supervised learning in histopathologic subtype classification of lung adenocarcinomas. Comput Biol Med. 2023 Sep 16; 166:107484. Ding R, Yadav A, Rodriguez E, Araujo Lemos da Silva AC, Hsu W. PMID: 37741228.
      View in: PubMed   Mentions:    Fields:    
    5. Comprehensive tissue deconvolution of cell-free DNA by deep learning for disease diagnosis and monitoring. Proc Natl Acad Sci U S A. 2023 07 11; 120(28):e2305236120. Li S, Zeng W, Ni X, Liu Q, Li W, Stackpole ML, Zhou Y, Gower A, Krysan K, Ahuja P, Lu DS, Raman SS, Hsu W, Aberle DR, Magyar CE, French SW, Han SB, Garon EB, Agopian VG, Wong WH, Dubinett SM, Zhou XJ. PMID: 37399400; PMCID: PMC10334733.
      View in: PubMed   Mentions: 1     Fields:    Translation:HumansCells
    6. Factors Associated With Nonadherence to Lung Cancer Screening Across Multiple Screening Time Points. JAMA Netw Open. 2023 05 01; 6(5):e2315250. Lin Y, Liang LJ, Ding R, Prosper AE, Aberle DR, Hsu W. PMID: 37227725; PMCID: PMC10214032.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    7. Capturing Demographic, Health-Related, and Psychosocial Variables in a Standardized Manner: Towards Improving Cancer Screening Adherence. AMIA Annu Symp Proc. 2022; 2022:709-718. Lin Y, Ding R, Prosper AE, Aberle DR, Bui AAT, Hsu W. PMID: 37128415; PMCID: PMC10148364.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    8. Improving the Quantitative Analysis of Breast Microcalcifications: A Multiscale Approach. J Digit Imaging. 2023 06; 36(3):1016-1028. Marasinou C, Li B, Paige J, Omigbodun A, Nakhaei N, Hoyt A, Hsu W. PMID: 36820930; PMCID: PMC10287598.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    9. Racial Disparities in Quantitative MRI for African American and White Men with Prostate Cancer. Res Sq. 2023 Feb 15. Zabihollahy F, Miao Q, Sonni I, Vangala S, Kim H, Hsu W, Sisk A, Reiter R, Raman S, Sung K. PMID: 36824946; PMCID: PMC9949266.
      View in: PubMed   Mentions:
    10. Variability Among Breast Cancer Risk Classification Models When Applied at the Level of the Individual Woman. J Gen Intern Med. 2023 08; 38(11):2584-2592. Paige JS, Lee CI, Wang PC, Hsu W, Brentnall AR, Hoyt AC, Naeim A, Elmore JG. PMID: 36749434; PMCID: PMC10465429.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    11. A Competition, Benchmark, Code, and Data for Using Artificial Intelligence to Detect Lesions in Digital Breast Tomosynthesis. JAMA Netw Open. 2023 02 01; 6(2):e230524. Konz N, Buda M, Gu H, Saha A, Yang J, Chledowski J, Park J, Witowski J, Geras KJ, Shoshan Y, Gilboa-Solomon F, Khapun D, Ratner V, Barkan E, Ozery-Flato M, Martí R, Omigbodun A, Marasinou C, Nakhaei N, Hsu W, Sahu P, Hossain MB, Lee J, Santos C, Przelaskowski A, Kalpathy-Cramer J, Bearce B, Cha K, Farahani K, Petrick N, Hadjiiski L, Drukker K, Armato SG, Mazurowski MA. PMID: 36821110; PMCID: PMC9951043.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    12. Automated estimation of ischemic core volume on noncontrast-enhanced CT via machine learning. Interv Neuroradiol. 2022 Dec 26; 15910199221145487. Chen IE, Tsui B, Zhang H, Qiao JX, Hsu W, Nour M, Salamon N, Ledbetter L, Polson J, Arnold C, BahrHossieni M, Jahan R, Duckwiler G, Saver J, Liebeskind D, Nael K. PMID: 36572984.
      View in: PubMed   Mentions: 1     Fields:    
    13. External Validation of an Ensemble Model for Automated Mammography Interpretation by Artificial Intelligence. JAMA Netw Open. 2022 11 01; 5(11):e2242343. Hsu W, Hippe DS, Nakhaei N, Wang PC, Zhu B, Siu N, Ahsen ME, Lotter W, Sorensen AG, Naeim A, Buist DSM, Schaffter T, Guinney J, Elmore JG, Lee CI. PMID: 36409497; PMCID: PMC9679879.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    14. Radiologist Preferences for Artificial Intelligence-Based Decision Support During Screening Mammography Interpretation. J Am Coll Radiol. 2022 10; 19(10):1098-1110. Hendrix N, Lowry KP, Elmore JG, Lotter W, Sorensen G, Hsu W, Liao GJ, Parsian S, Kolb S, Naeim A, Lee CI. PMID: 35970474; PMCID: PMC9840464.
      View in: PubMed   Mentions: 1     Fields:    Translation:HumansPHPublic Health
    15. Automated quantitative assessment of amorphous calcifications: Towards improved malignancy risk stratification. Comput Biol Med. 2022 07; 146:105504. Marathe K, Marasinou C, Li B, Nakhaei N, Li B, Elmore JG, Shapiro L, Hsu W. PMID: 35525068.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    16. Response to Letter to the Editor. J Thorac Oncol. 2022 03; 17(3):e27-e28. Lin Y, Fu M, Inoue K, Jeon CY, Hsu W. PMID: 35216733.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    17. Olfactory Neuroblastoma: Re-Evaluating the Paradigm of Intracranial Extension and Cyst Formation. Diagnostics (Basel). 2022 Mar 01; 12(3). Dumont RA, Palma Diaz MF, Hsu W, Sepahdari AR. PMID: 35328167; PMCID: PMC8947191.
      View in: PubMed   Mentions:
    18. Association of Intensive Blood Pressure Control and Living Arrangement on Cardiovascular Outcomes by Race: Post Hoc Analysis of SPRINT Randomized Clinical Trial. JAMA Netw Open. 2022 03 01; 5(3):e222037. Inoue K, Watson KE, Kondo N, Horwich T, Hsu W, Bui AAT, Duru OK. PMID: 35285922; PMCID: PMC9608340.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    19. Using Radiomics for Risk Stratification: Where We Need to Go. Radiology. 2022 02; 302(2):435-437. Hsu W, Sohn JH. PMID: 34726541; PMCID: PMC8805519.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    20. Patient Adherence to Lung CT Screening Reporting & Data System-Recommended Screening Intervals in the United States: A Systematic Review and Meta-Analysis. J Thorac Oncol. 2022 01; 17(1):38-55. Lin Y, Fu M, Ding R, Inoue K, Jeon CY, Hsu W, Aberle DR, Prosper AE. PMID: 34624528; PMCID: PMC8692358.
      View in: PubMed   Mentions: 19     Fields:    Translation:Humans
    21. Generalizability and Transportability of the National Lung Screening Trial Data: Extending Trial Results to Different Populations. Cancer Epidemiol Biomarkers Prev. 2021 12; 30(12):2227-2234. Inoue K, Hsu W, Arah OA, Prosper AE, Aberle DR, Bui AAT. PMID: 34548326; PMCID: PMC8643314.
      View in: PubMed   Mentions: 5     Fields:    Translation:HumansPHPublic Health
    22. Notable Papers and New Directions in Sensors, Signals, and Imaging Informatics. Yearb Med Inform. 2021 Aug; 30(1):150-158. Hsu W, Baumgartner C, Deserno TM, Section Editors of the IMIA Yearbook Section on Sensors, Signals, and Imaging Informatics. PMID: 34479386; PMCID: PMC8416210.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    23. Association of Inclusion of More Black Individuals in Lung Cancer Screening With Reduced Mortality. JAMA Netw Open. 2021 08 02; 4(8):e2119629. Prosper AE, Inoue K, Brown K, Bui AAT, Aberle D, Hsu W. PMID: 34427681; PMCID: PMC8385597.
      View in: PubMed   Mentions: 10     Fields:    Translation:HumansPHPublic Health
    24. Experiment Selection in Meta-Analytic Piecemeal Causal Discovery. IEEE Access. 2021; 9:97929-97941. Matiasz NJ, Wood J, Wang W, Silva AJ, Hsu W. PMID: 34532201; PMCID: PMC8442252.
      View in: PubMed   Mentions: 1  
    25. Automated identification and assignment of colonoscopy surveillance recommendations for individuals with colorectal polyps. Gastrointest Endosc. 2021 11; 94(5):978-987. Peterson E, May FP, Kachikian O, Soroudi C, Naini B, Kang Y, Myint A, Guyant G, Elmore J, Bastani R, Maehara C, Hsu W. PMID: 34087201.
      View in: PubMed   Mentions: 4     Fields:    Translation:HumansPHPublic Health
    26. Using 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 May; 8(3):031906. Smedley NF, Aberle DR, Hsu W. PMID: 33977113; PMCID: PMC8105647.
      View in: PubMed   Mentions: 8  
    27. Gastroenterology visitation and reminders predict surveillance uptake for patients with adenomas with high-risk features. Sci Rep. 2021 04 22; 11(1):8764. Myint A, Corona E, Yang L, Nguyen BS, Lin C, Huang MZ, Shao P, Mwengela D, Didero M, Asokan I, Bui AAT, Hsu W, Maehara C, Naini BV, Kang Y, Bastani R, May FP. PMID: 33888839; PMCID: PMC8062682.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    28. Reproducibility of lung nodule radiomic features: Multivariable and univariable investigations that account for interactions between CT acquisition and reconstruction parameters. Med Phys. 2021 Jun; 48(6):2906-2919. Emaminejad N, Wahi-Anwar MW, Kim GHJ, Hsu W, Brown M, McNitt-Gray M. PMID: 33706419; PMCID: PMC8273077.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    29. Treatment effect prediction for sarcoma patients treated with preoperative radiotherapy using radiomics features from longitudinal diffusion-weighted MRIs. Phys Med Biol. 2020 08 27; 65(17):175006. Gao Y, Kalbasi A, Hsu W, Ruan D, Fu J, Shao J, Cao M, Wang C, Eilber FC, Bernthal N, Bukata S, Dry SM, Nelson SD, Kamrava M, Lewis J, Low DA, Steinberg M, Hu P, Yang Y. PMID: 32554891.
      View in: PubMed   Mentions: 25     Fields:    Translation:Humans
    30. Notable Papers and Trends from 2019 in Sensors, Signals, and Imaging Informatics. Yearb Med Inform. 2020 Aug; 29(1):139-144. Hsu W, Baumgartner C, Deserno TM, Section Editors for the IMIA Yearbook Section on Sensors, Signals, and Imaging Informatics. PMID: 32823307; PMCID: PMC7442508.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    31. Cardiovascular 3-D Printing: Value-Added Assessment Using Time-Driven Activity-Based Costing. J Am Coll Radiol. 2020 Nov; 17(11):1469-1474. Ho DR, Luery SE, Ghosh RM, Maehara CK, Silvestro E, Whitehead KK, Sze RW, Hsu W, Nguyen KL. PMID: 32540375; PMCID: PMC9665395.
      View in: PubMed   Mentions:    Fields:    
    32. Discovering and interpreting transcriptomic drivers of imaging traits using neural networks. Bioinformatics. 2020 06 01; 36(11):3537-3548. Smedley NF, El-Saden S, Hsu W. PMID: 32101278; PMCID: PMC7267841.
      View in: PubMed   Mentions: 3     Fields:    Translation:HumansCells
    33. EDICNet: An end-to-end detection and interpretable malignancy classification network for pulmonary nodules in computed tomography. Proc SPIE Int Soc Opt Eng. 2020 Feb; 11314. Lin Y, Wei L, Han SX, Aberle DR, Hsu W. PMID: 32606487; PMCID: PMC7325481.
      View in: PubMed   Mentions: 3  
    34. Influence 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 Roentgenol. 2020 05; 214(5):1101-1111. Wibulpolprasert P, Raman SS, Hsu W, Margolis DJA, Asvadi NH, Khoshnoodi P, Moshksar A, Tan N, Ahuja P, Maehara CK, Sisk A, Sayre J, Lu DSK, Reiter RE. PMID: 32130048.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    35. SACNN: Self-Attention Convolutional Neural Network for Low-Dose CT Denoising With Self-Supervised Perceptual Loss Network. IEEE Trans Med Imaging. 2020 07; 39(7):2289-2301. Li M, Hsu W, Xie X, Cong J, Gao W. PMID: 31985412.
      View in: PubMed   Mentions: 29     Fields:    Translation:Humans
    36. Shining Light Into the Black Box of Machine Learning. J Natl Cancer Inst. 2019 09 01; 111(9):877-879. Hsu W, Elmore JG. PMID: 30629201; PMCID: PMC6748732.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    37. The effects of physics-based data augmentation on the generalizability of deep neural networks: Demonstration on nodule false-positive reduction. Med Phys. 2019 Oct; 46(10):4563-4574. Omigbodun AO, Noo F, McNitt-Gray M, Hsu W, Hsieh SS. PMID: 31396974.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    38. Using Sequential Decision Making to Improve Lung Cancer Screening Performance. IEEE Access. 2019; 7:119403-119419. Petousis P, Winter A, Speier W, Aberle DR, Hsu W, Bui AAT. PMID: 32754420; PMCID: PMC7402617.
      View in: PubMed   Mentions: 4  
    39. Advancing Artificial Intelligence in Sensors, Signals, and Imaging Informatics. Yearb Med Inform. 2019 Aug; 28(1):115-117. Hsu W, Baumgartner C, Deserno T, Section Editors for the IMIA Yearbook Section on Sensors, Signals, and Imaging Informatics. PMID: 31419823; PMCID: PMC6697523.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    40. Using Time as a Measure of Impact for AI Systems: Implications in Breast Screening. Radiol Artif Intell. 2019 Jul; 1(4):e190107. Hsu W, Hoyt AC. PMID: 33937798; PMCID: PMC8017416.
      View in: PubMed   Mentions: 3  
    41. Detection and Localization of Prostate Cancer at 3-T Multiparametric MRI Using PI-RADS Segmentation. AJR Am J Roentgenol. 2019 Jun; 212(6):W122-W131. Wibulpolprasert P, Raman SS, Hsu W, Margolis DJA, Asvadi NH, Khoshnoodi P, Moshksar A, Tan N, Ahuja P, Maehara CK, Huang J, Sayre J, Lu DSK, Reiter RE. PMID: 30995090.
      View in: PubMed   Mentions: 2     Fields:    
    42. External validation and recalibration of the Brock model to predict probability of cancer in pulmonary nodules using NLST data. Thorax. 2019 06; 74(6):551-563. Winter A, Aberle DR, Hsu W. PMID: 30898897.
      View in: PubMed   Mentions: 11     Fields:    Translation:HumansPHPublic Health
    43. Generating Reward Functions Using IRL Towards Individualized Cancer Screening. Artif Intell Health (2018). 2019; 11326:213-227. Petousis P, Han SX, Hsu W, Bui AAT. PMID: 31363717; PMCID: PMC6667225.
      View in: PubMed   Mentions: 1  
    44. An Interpretable Deep Hierarchical Semantic Convolutional Neural Network for Lung Nodule Malignancy Classification. Expert Syst Appl. 2019 Aug 15; 128:84-95. Shen S, Han SX, Aberle DR, Bui AA, Hsu W. PMID: 31296975; PMCID: PMC6623975.
      View in: PubMed   Mentions: 33  
    45. 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 01; 201(1):91-97. Faiena I, Salmasi A, Mendhiratta N, Markovic D, Ahuja P, Hsu W, Elashoff DA, Raman SS, Reiter RE. PMID: 30577397.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    46. 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 01; 201(1):91-97. Faiena I, Salmasi A, Mendhiratta N, Markovic D, Ahuja P, Hsu W, Elashoff DA, Raman SS, Reiter RE. PMID: 30142318.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    47. Evaluating the Impact of Uncertainty on Risk Prediction: Towards More Robust Prediction Models. AMIA Annu Symp Proc. 2018; 2018:1461-1470. Petousis P, Naeim A, Mosleh A, Hsu W. PMID: 30815191; PMCID: PMC6371325.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    48. Detection of Individual Prostate Cancer Foci via Multiparametric Magnetic Resonance Imaging. Eur Urol. 2019 05; 75(5):712-720. 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. PMID: 30509763.
      View in: PubMed   Mentions: 96     Fields:    Translation:Humans
    49. Longitudinal Patterns in Clinical and Imaging Measurements Predict Residual Survival in Glioblastoma Patients. Sci Rep. 2018 09 26; 8(1):14429. Smedley NF, Ellingson BM, Cloughesy TF, Hsu W. PMID: 30258190; PMCID: PMC6158293.
      View in: PubMed   Mentions: 9     Fields:    Translation:Humans
    50. Role of Clinical and Imaging Risk Factors in Predicting Breast Cancer Diagnosis Among BI-RADS 4 Cases. Clin Breast Cancer. 2019 02; 19(1):e142-e151. Hsu W, Zhou X, Petruse A, Chau N, Lee-Felker S, Hoyt A, Wenger N, Elashoff D, Naeim A. PMID: 30366654.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    51. Participatory methods to support team science development for predictive analytics in health. J Clin Transl Sci. 2018 Jun; 2(3):178-182. Arevian AC, Bell D, Kretzman M, Kasari C, Narayanan S, Kesselman C, Wu S, Di Capua P, Hsu W, Keener M, Pevnick J, Wells KB, Chung B. PMID: 30370071; PMCID: PMC6199545.
      View in: PubMed   Mentions: 3  
    52. Sensor, Signal, and Imaging Informatics in 2017. Yearb Med Inform. 2018 Aug; 27(1):110-113. Hsu W, Deserno TM, Kahn CE, Section Editors for the IMIA Yearbook Section on Sensor, Signal and Imaging Informatics. PMID: 30157513; PMCID: PMC6115212.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    53. USING DEEP NEURAL NETWORKS FOR RADIOGENOMIC ANALYSIS. Proc IEEE Int Symp Biomed Imaging. 2018 Apr; 2018:1529-1533. Smedley NF, Hsu W. PMID: 30093961; PMCID: PMC6081189.
      View in: PubMed   Mentions: 7  
    54. ResearchMaps.org for integrating and planning research. PLoS One. 2018; 13(5):e0195271. Matiasz NJ, Wood J, Doshi P, Speier W, Beckemeyer B, Wang W, Hsu W, Silva AJ. PMID: 29723213; PMCID: PMC5933701.
      View in: PubMed   Mentions: 2     Fields:    
    55. Pathological and 3 Tesla Volumetric Magnetic Resonance Imaging Predictors of Biochemical Recurrence after Robotic Assisted Radical Prostatectomy: Correlation with Whole Mount Histopathology. J Urol. 2018 05; 199(5):1218-1223. Tan N, Shen L, Khoshnoodi P, Alcalá HE, Yu W, Hsu W, Reiter RE, Lu DY, Raman SS. PMID: 29128577; PMCID: PMC6946378.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    56. Sensor, Signal, and Imaging Informatics. Yearb Med Inform. 2017 08; 26(1):120-124. Hsu W, Park S, Kahn CE. PMID: 29063550; PMCID: PMC6239248.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    57. 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. 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. PMID: 28122122; PMCID: PMC5719865.
      View in: PubMed   Mentions: 7     Fields:    Translation:HumansPHPublic Health
    58. Computer-Aided Experiment Planning toward Causal Discovery in Neuroscience. Front Neuroinform. 2017; 11:12. Matiasz NJ, Wood J, Wang W, Silva AJ, Hsu W. PMID: 28243197; PMCID: PMC5304468.
      View in: PubMed   Mentions: 3  
    59. Evaluating a Novel Summary Visualization for Clinical Trial Reports: A Usability Study. AMIA Annu Symp Proc. 2016; 2016:2007-2015. Tong M, Hsu W, Taira RK. PMID: 28269960; PMCID: PMC5333215.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    60. A Bayesian model for estimating multi-state disease progression. Comput Biol Med. 2017 02 01; 81:111-120. Shen S, Han SX, Petousis P, Weiss RE, Meng F, Bui AA, Hsu W. PMID: 28038345; PMCID: PMC5508542.
      View in: PubMed   Mentions: 6     Fields:    Translation:Humans
    61. 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. Abtin F, Quirk MT, Suh RD, Hsu W, Han SX, Kim GJ, Genshaft S, Sandberg JK, Olevsky O, Cameron RB. PMID: 27979596.
      View in: PubMed   Mentions: 5     Fields:    Translation:Humans
    62. 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. Rios Piedra EA, Taira RK, El-Saden S, Ellingson BM, Bui AAT, Hsu W. PMID: 28670648; PMCID: PMC5489257.
      View in: PubMed   Mentions: 2  
    63. Idiopathic Subglottic Stenosis: A Comparison of Tracheal Size. Ann Otol Rhinol Laryngol. 2016 Aug; 125(8):622-6. Zaghi S, Alonso J, Orestes M, Kadin N, Hsu W, Berke G. PMID: 27067154.
      View in: PubMed   Mentions: 3     Fields:    Translation:Humans
    64. "RADIOTRANSCRIPTOMICS": A synergy of imaging and transcriptomics in clinical assessment. Quant Biol. 2016 Mar; 4(1):1-12. Katrib A, Hsu W, Bui A, Xing Y. PMID: 28529815; PMCID: PMC5436905.
      View in: PubMed   Mentions: 8  
    65. Medical Imaging Informatics. Adv Exp Med Biol. 2016; 939:167-224. Hsu W, El-Saden S, Taira RK. PMID: 27807748.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    66. A data-driven approach for quality assessment of radiologic interpretations. J Am Med Inform Assoc. 2016 Apr; 23(e1):e152-6. Hsu W, Han SX, Arnold CW, Bui AA, Enzmann DR. PMID: 26606938; PMCID: PMC4954616.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    67. Utilizing time-driven activity-based costing to understand the short- and long-term costs of treating localized, low-risk prostate cancer. Cancer. 2016 Feb 01; 122(3):447-55. 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 DJ, Hu JC, Saigal CS. PMID: 26524087.
      View in: PubMed   Mentions: 36     Fields:    Translation:HumansPHPublic Health
    68. Remote Ischemic Conditioning Alters Methylation and Expression of Cell Cycle Genes in Aneurysmal Subarachnoid Hemorrhage. Stroke. 2015 Sep; 46(9):2445-51. Nikkola E, Laiwalla A, Ko A, Alvarez M, Connolly M, Ooi YC, Hsu W, Bui A, Pajukanta P, Gonzalez NR. PMID: 26251247; PMCID: PMC4550559.
      View in: PubMed   Mentions: 15     Fields:    Translation:HumansCellsCTClinical Trials
    69. Percutaneous cryoablation for the treatment of recurrent thymoma: preliminary safety and efficacy. J Vasc Interv Radiol. 2015 May; 26(5):709-14. Abtin F, Suh RD, Nasehi L, Han SX, Hsu W, Quirk M, Genshaft S, Gutierrez AJ, Cameron RB. PMID: 25921453.
      View in: PubMed   Mentions: 8     Fields:    Translation:Humans
    70. An integrated, ontology-driven approach to constructing observational databases for research. J Biomed Inform. 2015 Jun; 55:132-42. Hsu W, Gonzalez NR, Chien A, Pablo Villablanca J, Pajukanta P, Viñuela F, Bui AA. PMID: 25817919; PMCID: PMC4464942.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    71. Using Contextual Learning to Improve Diagnostic Accuracy: Application in Breast Cancer Screening. IEEE J Biomed Health Inform. 2016 05; 20(3):902-914. Song L, Hsu W, Xu J, van der Schaar M. PMID: 25807575.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    72. An automated lung segmentation approach using bidirectional chain codes to improve nodule detection accuracy. Comput Biol Med. 2015 Feb; 57:139-49. Shen S, Bui AA, Cong J, Hsu W. PMID: 25557199; PMCID: PMC7433341.
      View in: PubMed   Mentions: 13     Fields:    Translation:Humans
    73. Motivating the additional use of external validity: examining transportability in a model of glioblastoma multiforme. AMIA Annu Symp Proc. 2014; 2014:1930-9. Singleton KW, Speier W, Bui AA, Hsu W. PMID: 25954466; PMCID: PMC4419978.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    74. Transfer and transport: incorporating causal methods for improving predictive models. J Am Med Inform Assoc. 2014 Oct; 21(e2):e374-5. Singleton KW, Bui AA, Hsu W. PMID: 25008007; PMCID: PMC4173188.
      View in: PubMed   Mentions:    Fields:    Translation:HumansCells
    75. Screening for diabetes mellitus in dental practices: a field trial. J Am Dent Assoc. 2014 Jan; 145(1):57-64. Genco RJ, Schifferle RE, Dunford RG, Falkner KL, Hsu WC, Balukjian J. PMID: 24379330.
      View in: PubMed   Mentions: 42     Fields:    Translation:HumansPHPublic HealthCTClinical Trials
    76. Leveraging domain knowledge to facilitate visual exploration of large population datasets. AMIA Annu Symp Proc. 2013; 2013:615-23. Hsu W, Bui AA. PMID: 24551363; PMCID: PMC3900204.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    77. 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. Hsu W, Markey MK, Wang MD. PMID: 24114330; PMCID: PMC3822124.
      View in: PubMed   Mentions: 17     Fields:    Translation:Humans
    78. Imaging-based observational databases for clinical problem solving: the role of informatics. J Am Med Inform Assoc. 2013 Nov-Dec; 20(6):1053-8. Bui AA, Hsu W, Arnold C, El-Saden S, Aberle DR, Taira RK. PMID: 23775172; PMCID: PMC3822107.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    79. A formal representation for numerical data presented in published clinical trial reports. Stud Health Technol Inform. 2013; 192:856-60. Tong M, Hsu W, Taira RK. PMID: 23920679; PMCID: PMC5025869.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    80. An Approach for Incorporating Context in Building Probabilistic Predictive Models. Proc IEEE Int Conf Healthc Inform Imaging Syst Biol. 2012 Sep; 2012:96-105. Wu JA, Hsu W, Bui AA. PMID: 27617299; PMCID: PMC5017790.
      View in: PubMed   Mentions: 1  
    81. Automated extraction of reported statistical analyses: towards a logical representation of clinical trial literature. AMIA Annu Symp Proc. 2012; 2012:350-9. Hsu W, Speier W, Taira RK. PMID: 23304305; PMCID: PMC3540551.
      View in: PubMed   Mentions: 11     Fields:    Translation:Humans
    82. Comparing predictive models of glioblastoma multiforme built using multi-institutional and local data sources. AMIA Annu Symp Proc. 2012; 2012:1385-92. Singleton KW, Hsu W, Bui AA. PMID: 23304418; PMCID: PMC3540487.
      View in: PubMed   Mentions: 4     Fields:    Translation:Humans
    83. Context-based electronic health record: toward patient specific healthcare. IEEE Trans Inf Technol Biomed. 2012 Mar; 16(2):228-34. Hsu W, Taira RK, El-Saden S, Kangarloo H, Bui AA. PMID: 22395637; PMCID: PMC4414061.
      View in: PubMed   Mentions: 18     Fields:    Translation:Humans
    84. 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. Hsu W, Taira RK, Viñuela F, Bui AA. PMID: 27570833; PMCID: PMC5001495.
      View in: PubMed   Mentions:
    85. Tools for improving the characterization and visualization of changes in neuro-oncology patients. AMIA Annu Symp Proc. 2010 Nov 13; 2010:316-20. Hsu W, Taira RK. PMID: 21346992; PMCID: PMC3041412.
      View in: PubMed   Mentions: 7     Fields:    Translation:Humans
    86. A Neuro-Oncology Workstation for Structuring, Modeling, and Visualizing Patient Records. IHI. 2010 Nov; 2010:837-840. Hsu W, Arnold CW, Taira RK. PMID: 27583308; PMCID: PMC5003527.
      View in: PubMed   Mentions: 2  
    87. Vertebral artery hypoplasia: prevalence and reliability of identifying and grading its severity on magnetic resonance imaging scans. J Manipulative Physiol Ther. 2010 Mar-Apr; 33(3):207-11. Peterson C, Phillips L, Linden A, Hsu W. PMID: 20350674.
      View in: PubMed   Mentions: 12     Fields:    Translation:Humans
    88. Problem-centric organization and visualization of patient imaging and clinical data. Radiographics. 2009 Mar-Apr; 29(2):331-43. Bashyam V, Hsu W, Watt E, Bui AA, Kangarloo H, Taira RK. PMID: 19168763; PMCID: PMC2678554.
      View in: PubMed   Mentions: 10     Fields:    
    89. SPIRS: a Web-based image retrieval system for large biomedical databases. Int J Med Inform. 2009 Apr; 78 Suppl 1:S13-24. Hsu W, Antani S, Long LR, Neve L, Thoma GR. PMID: 18996737; PMCID: PMC2693318.
      View in: PubMed   Mentions: 10     Fields:    Translation:Humans
    90. A tool for improving the longitudinal imaging characterization for neuro-oncology cases. AMIA Annu Symp Proc. 2008 Nov 06; 712-6. Taira RK, Taira R, Bui A, Bui AA, Hsu W, Bashyam V, Dube S, Watt E, Andrada L, El-Saden S, Cloughesy T, Kangarloo H. PMID: 18999139; PMCID: PMC2656085.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    91. SPIRS: a framework for content-based image retrieval from large biomedical databases. Stud Health Technol Inform. 2007; 129(Pt 1):188-92. Hsu W, Long LR, Antani S. PMID: 17911704.
      View in: PubMed   Mentions: 4     Fields:    
    92. A framework for visually querying a probabilistic model of tumor image features. AMIA Annu Symp Proc. 2006; 354-8. Hsu W, Bui AA. PMID: 17238362; PMCID: PMC1839646.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
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