AlbertHsiaoMDPhD

PubMed

• Characterizing cardiac contractile motion for noninvasive radioablation of ventricular tachycardia.
  Todd Atwood, Arno J Mundt, Bryan Wu, Jennifer Karunamuni, Paul Stark, Albert Hsiao, Frederick Han, Jonathan C Hsu, Kurt Hoffmayer, Farshad Raissi, Ulrika Birgersdotter...> ;Heart Rhythm O2. 2024 Feb 1
• Cardiac MRI Field Strength: Counterpoint-Image Quality Gains From Higher SNR Are Achievable at 3 T.
  Albert Hsiao, Sophie Y Wong> ;AJR. American Journal of Roentgenology. 2024 Mar 1
• 1 citations
  Mapping the Spatial Extent of Hypoperfusion in Chronic Thromboembolic Pulmonary Hypertension Using Multienergy CT.
  Elizabeth Bird, Kyle Hasenstab, Nick Kim, Michael Madani, Atul Malhotra, Lewis Hahn, Seth Kligerman, Albert Hsiao, Francisco Contijoch> ;Radiology. Cardiothoracic Imaging. 2023 Aug 1
• 19 citations
  4D Flow cardiovascular magnetic resonance consensus statement: 2023 update.
  Malenka M Bissell, Francesca Raimondi, Lamia Ait Ali, Bradley D Allen, Alex J Barker, Ann Bolger, Nicholas Burris, Carl-Johan Carhäll, Jeremy D Collins, Tino Ebbers, C...> ;Journal of Cardiovascular Magnetic Resonance. 2023 Jul 20
• Deep Learning for Inference of Hepatic Proton Density Fat Fraction From T1-Weighted In-Phase and Opposed-Phase MRI: Retrospective Analysis of Population-Based Trial Data.
  Kang Wang, Guilherme Moura Cunha, Kyle Hasenstab, Walter C Henderson, Michael S Middleton, Shelley A Cole, Jason G Umans, Tauqeer Ali, Albert Hsiao, Claude B Sirlin> ;AJR. American Journal of Roentgenology. 2023 Nov 1
• Deep learning phase error correction for cerebrovascular 4D flow MRI.
  Shanmukha Srinivas, Alexander Norbash, Albert Hsiao, Evan Masutani> ;Scientific Reports. 2023 Jun 5
• 3 citations
  A deep learning approach for fully automated cardiac shape modeling in tetralogy of Fallot.
  Sachin Govil, Brendan T Crabb, Yu Deng, Laura Dal Toso, Esther Puyol-Antón, Kuberan Pushparajah, Sanjeet Hegde, James C Perry, Jeffrey H Omens, Albert Hsiao, Alistair ...> ;Journal of Cardiovascular Magnetic Resonance. 2023 Feb 27
• 1 citations
  Multidisciplinary Approach to Chronic Thromboembolic Pulmonary Hypertension: Role of Radiologists.
  Lewis D Hahn, Demosthenes G Papamatheakis, Timothy M Fernandes, David S Poch, Jenny Yang, Jody Shen, Carl K Hoh, Albert Hsiao, Kim M Kerr, Victor Pretorius, Michael M ...> ;Radiographics. 2023 Feb 1
• Deep Learning Subtraction Angiography: Improved Generalizability with Transfer Learning.
  Brendan T Crabb, Forrest Hamrick, Tyler Richards, Preston Eiswirth, Frederic Noo, Albert Hsiao, Gabriel C Fine> ;Journal of Vascular and Interventional Radiology. 2023 Mar 1
• Unsupervised Learning Identifies Computed Tomographic Measurements as Primary Drivers of Progression, Exacerbation, and Mortality in Chronic Obstructive Pulmonary Dise...
  Nancy F Yuan, Kyle Hasenstab, Tara Retson, Douglas J Conrad, David A Lynch, Albert Hsiao> ;Annals of the American Thoracic Society. 2022 Dec 1
• 1 citations
  Anomalous Systemic Arterial Supply to Normal Basal Segments of the Lung.
  Gianni Giancaspro, Lewis Hahn, Albert Hsiao, Seth J Kligerman> ;Radiology. Cardiothoracic Imaging. 2022 Jun 1
• 1 citations
  Mitral Valve Prolapse-The Role of Cardiac Imaging Modalities.
  Fatemeh Adabifirouzjaei, Albert Hsiao, Anthony N DeMaria> ;Structural Heart. 2022 Jun 1
• 1 citations
  Automating Scoliosis Measurements in Radiographic Studies with Machine Learning: Comparing Artificial Intelligence and Clinical Reports.
  Audrey Y Ha, Bao H Do, Adam L Bartret, Charles X Fang, Albert Hsiao, Amelie M Lutz, Imon Banerjee, Geoffrey M Riley, Daniel L Rubin, Kathryn J Stevens, Erin Wang, Shan...> ;Journal of Digital Imaging. 2022 Jun 1
• 5 citations
  May-Thurner syndrome in patients with postural orthostatic tachycardia syndrome and Ehlers-Danlos syndrome: a case series.
  Cameron K Ormiston, Erika Padilla, David T Van, Christine Boone, Sophie You, Anne C Roberts, Albert Hsiao, Pam R Taub> ;European Heart Journal. Case Reports. 2022 Apr 1
• Beyond the: Potential of Deep Learning Image Classification for Chest Radiography.
  Albert Hsiao> ;AJR. American Journal of Roentgenology. 2022 Apr 1
• 4 citations
  Automated Deep Learning Analysis for Quality Improvement of CT Pulmonary Angiography.
  Lewis D Hahn, Kent Hall, Thamer Alebdi, Seth J Kligerman, Albert Hsiao> ;Radiology. Artificial Intelligence. 2022 Mar 1
• 3 citations
  Reader Perceptions and Impact of AI on CT Assessment of Air Trapping.
  Tara A Retson, Kyle A Hasenstab, Seth J Kligerman, Kathleen E Jacobs, Andrew C Yen, Sharon S Brouha, Lewis D Hahn, Albert Hsiao> ;Radiology. Artificial Intelligence. 2022 Mar 1
• 1 citations
  Left Circumflex Coronary Artery-to-Coronary Sinus Fistula with Coronary Sinus Ostial Atresia and a Persistent Left Superior Vena Cava in an Adult Patient.
  Vitor F Martins, Albert Hsiao, Seth Kligerman, Sharon S Brouha> ;Radiology. Cardiothoracic Imaging. 2022 Feb 1
• 6 citations
  Automated segmentation of multiparametric magnetic resonance images for cerebral AVM radiosurgery planning: a deep learning approach.
  Aaron B Simon, Brian Hurt, Roshan Karunamuni, Gwe-Ya Kim, Vitali Moiseenko, Scott Olson, Nikdokht Farid, Albert Hsiao, Jona A Hattangadi-Gluth> ;Scientific Reports. 2022 Jan 17
• 1 citations
  Erratum: CNN-based Deformable Registration Facilitates Fast and Accurate Air Trapping Measurements at Inspiratory and Expiratory CT.
  Kyle A Hasenstab, Joseph Tabalon, Nancy Yuan, Tara Retson, Albert Hsiao> ;Radiology. Artificial Intelligence. 2022 Jan 1
• 5 citations
  Prevalence of Venovenous Shunting and High-Output State Quantified with 4D Flow MRI in Patients with Fontan Circulation.
  Francesca Raimondi, Duarte Martins, Raluca Coenen, Elena Panaioli, Diala Khraiche, Nathalie Boddaert, Damien Bonnet, Melany Atkins, Howaida El-Said, Laith Alshawabkeh,...> ;Radiology. Cardiothoracic Imaging. 2021 Dec 1
• 7 citations
  Deep Learning Automated Background Phase Error Correction for Abdominopelvic 4D Flow MRI.
  Sophie You, Marcus T. Alley, Shreyas S. Vasanawala, Pam R. Taub, Joy Liau, Anne C. Roberts, Albert Hsiao, Evan M. Masutani> ;Radiology. 2021 Nov 30
• 4 citations
  CNN-Based Deformable Registration Facilitates Fast and Accurate Air Trapping Measurements on Inspiratory-Expiratory CT
  Kyle Hasenstab, Joseph Tabalon, Nancy Yuan, Tara Retson, Albert Hsiao> ;Radiology. Artificial Intelligence. 2021 Nov 10
• 3 citations
  Radiologist-supervised Transfer Learning: Improving Radiographic Localization of Pneumonia and Prognostication of Patients With COVID-19.
  Brian Hurt, Meagan A Rubel, Kathleen Jacobs, Lewis D. Hahn, Seth Kligerman, Albert Hsiao, Evan M. Masutani, Michael Horowitz> ;Journal of Thoracic Imaging. 2021 Oct 28
• 13 citations
  Artificial intelligence and machine learning in aortic disease.
  Lewis D. Hahn, Kathrin Baeumler, Albert Hsiao> ;Current Opinion in Cardiology. 2021 Nov 1
• Join now to see all

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

• 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
• Fast Comprehensive Congenital Cardiac MRI.
  Hsiao, A, Radiology Grand Rounds, Stanford, CA
• 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
• 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
• 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
• 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
• 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
• 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
• 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.
• 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
• Integrating Cancer Genomics and Radiological Imaging: Practical answers to complex problems.
  Hsiao, A., Kuo, M.D, RSNA, Chicago, IL
• A Method for Integrating Imaging Features with Global Gene Expression Patterns.
  Hsiao, A., Kuo, M.D., RSNA, Chicago, IL
• 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.
• 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
• 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
• 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
• 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
• 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
• Bioinformatics: Interpretation and Analysis of Functional Genomics Data and Implications for Medical Imaging.
  Hsiao, A., Kuo, M.D, RSNA
• 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.
• Join now to see all

Lectures

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