AlbertHsiaoMDPhD

PubMed

• Bolus tracking from pulsed x-ray projections: A feasibility study using a five-dimensional cardiac CT contrast dynamics model.
  Eri Haneda, Isabelle M Heukensfeldt Jansen, Pengwei Wu, Jed D Pack, Albert Hsiao
  Medical Physics. 2025-01-01
• Evaluating the Cumulative Benefit of Inspiratory CT, Expiratory CT, and Clinical Data for COPD Diagnosis and Staging through Deep Learning.
  Amanda N Lee, Albert Hsiao, Kyle A Hasenstab
  Radiology. Cardiothoracic Imaging. 2024-12-01
• Simulating clinical features on chest radiographs for medical image exploration and CNN explainability using a style-based generative adversarial autoencoder.
  Kyle A Hasenstab, Lewis Hahn, Nick Chao, Albert Hsiao
  Scientific Reports. 2024-10-18

Journal Articles

• Mechanisms of human insulin resistance and thiazolidinedione-mediated insulin sensitization.  
  Sears, D.D., Hsiao, G., Hsiao, A., Yu, J.G., Courtney, C.H., Ofrecio, J.M., Chapman, J., Subramaniam, S, Proc. Natl. Acad. Sci

Abstracts/Posters

• Integrating Cancer Genomics and Radiological Imaging: Practical answers to complex problems.
  Hsiao, A., Kuo, M.D, RSNA, Chicago, IL
• Functional Analysis of Gene Expression: Applications to Type II Diabetes.
  Hsiao, A., Sears, D., Wilkes, D., Olefsky, J.M., Subramaniam, S., Jacobs School of Engineering Research Review, San Diego, CA.
• Bioinformatics: Interpretation and Analysis of Functional Genomics Data and Implications for Medical Imaging.
  Hsiao, A., Kuo, M.D, RSNA
• Comparative Tissue-Specific Transcription Profiling of Insulin Resistance and Pharmacological Insulin Sensitization.
  Hsiao, A., Ofrecio, J.M., Chapman, J., Subramaniam, S., Olefsky, J.M., Sears, D.D, Keystone Symposium
• Reducing the Scan Time of Time-Resolved, 3D Phase Contrast Imaging with 2D Autocalibrated Parallel Imaging.
  Alley, M.T., Beatty, P.J., Hsiao, A., Vasanawala, S.S, ISMRM, Stockholm, Sweden
• Assessment of Cervical Venous Stenosis in Multiple Sclerosis Patients Using 4D Flow MRI. Stockholm.
  Hsiao, A., Zaharchuk, G., Herfkens, R.J., Fischbein, N.J., Alley, M.T., Dake, M.D, ISMRM, Sweden
• Improved Time-Resolved 3D Phase Contrast Imaging through Variable Poisson Sampling and Partial Respiratory Triggering
  Alley, M.T., Murphy, M.J., Keutzer, K., Lustig, M., Hsiao, A., Vasanawala, S.S., ISMRM, Montreal, Canada
• Quantification of Blood Flow Into and Out of the Liver with 4 d Phase Contrast MRI in the Pediatric Patient.
  Huynh, B., Vasanawala, S., Hsiao, A., Society of Pediatric Radiology, San Francisco, CA
• Functional Genomics: Basic Principles and Analysis.
  Hsiao, A., Hsiao, and G.Subramaniam, S, San Diego Consortium For Systems Biology: Workshop on Gene Expression, San Diego, CA.
• A Method for Integrating Imaging Features with Global Gene Expression Patterns.
  Hsiao, A., Kuo, M.D., RSNA, Chicago, IL
• 4-D Phase-Contrast MRI: Venous Flow Quantification is as Accurate as Arterial Flow Quantification
  Tariq, U., Hsiao, A., Alley, M., Vasanawala, S, Society of Pediatric Radiology, San Francisco, CA
• An Integrated Computational Approach to Cardiovascular 4D Flow MRI.
  Hsiao, A., Vasanawala, S.S., Young, P.M., Alley, M.T., Herfkens, R.J, RSNA, Chicago, IL
• Quantitative Assessment Of Pediatric Pulmonary Arterial Flow Dynamics With Time-Resolved Volumetric Phase-Contrast MRI.
  Hsiao, A., Alley, M.T., Chan, F.P., Herfkens, R.J., Vasanawala, S.S., SCBT-MR, San Diego, CA.
• Volumetric Flow Assessment in Congenital Heart Disease with 4D Flow MRI.
  Hsiao, A., Alley, M.T., Massaband, P., Herfkens, R.J., Chan, F.P., Vasanawala, S.S., Society of Pediatric Radiology, Boston, MA
• Fast Pediatric Cardiac MR Flow and Ventricular Volume Assessment.
  Hsiao, A., Alley, M.T., Murphy, M.J., Lustig, M., Vasanawala, S.S., ARRS, Chicago, IL
• Quantitative Assessment of Blood Flow with 4D Phase-Contrast MRI and Autocalibrating Parallel Imaging Compressed Sensing.
  Hsiao, A., Alley, M.T., Murphy, M.J., Lustig, M., Vasanawala, S.S., IPR, London, UK
• Comprehensive Cardiac Flow and Function Assessment with 3D Time-Resolved Volumetric Phase-Contrast MRI
  Hsiao, A., Alley, M.T., Herfkens, R.J., Chan, F.P., Vasanawala, S.S., IPR, London, UK
• Effectiveness of 4D-Phase Contrast MRI in the Assessment of Complex Flow after Y-graft Fontan Repair.
  Hsiao, A., Vasanawala, S.S., Feinstein, J., Reddy, V.M., Chan, F.P, RSNA, Chicago, IL
• Stereoscopic 3D Volume-Rendering of Shunts and Valvular Regurgitation with Parallel-Imaging Compressed-Sensing 4D Phase-Contrast MRI.
  Hsiao, A., Lustig, M., Alley, M.T., Murphy, M., Herfkens, R.J., Vasanawala, S.S, RSNA, Chicago, IL
• Fast Comprehensive Congenital Cardiac MRI.
  Hsiao, A, Radiology Grand Rounds, Stanford, CA
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Lectures

• Current and Future Applications of Machine Learning In: Cardiac MR and CT 
  2019 ACC Scientific Session & Expo, New Orleans - 3/16/2019