Albert Hsiao

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 8

Top Topics

Convolutional Neural Networks

Biomarker Discovery

Top Venues

J. Digit. Imaging

Publications

Kyle Hasenstab, Justin Huynh, Samira Masoudi, Guilherme M. Cunha, Michael J. Pazzani, Albert Hsiao
Feature Interpretation Using Generative Adversarial Networks (FIGAN): A Framework for Visualizing a CNN's Learned Features. IEEE Access 11 (2023)
Michael J. Pazzani, Severine Soltani, Robert Kaufman, Samson Qian, Albert Hsiao
Expert-Informed, User-Centric Explanations for Machine Learning. AAAI (2022)
Justin Huynh, Samira Masoudi, Abraham Noorbakhsh, Kyle Hasenstab, Michael J. Pazzani, Albert Hsiao
Deep Learning Radiographic Assessment of Pulmonary Edema: Training with Serum Biomarkers. MIDL (2022)
Justin Huynh, Samira Masoudi, Abraham Noorbakhsh, Amin Mahmoodi, Seth Kligerman, Andrew Yen, Kathleen Jacobs, Lewis Hahn, Kyle Hasenstab, Michael J. Pazzani, Albert Hsiao
Deep Learning Radiographic Assessment of Pulmonary Edema: Optimizing Clinical Performance, Training With Serum Biomarkers. IEEE Access 10 (2022)
Audrey 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, Shannon Wang, Christopher F. Beaulieu, Brian Hurt
Automating Scoliosis Measurements in Radiographic Studies with Machine Learning: Comparing Artificial Intelligence and Clinical Reports. J. Digit. Imaging 35 (3) (2022)
Alfredo Lucas, Kang Wang, Cynthia Santillan, Albert Hsiao, Claude B. Sirlin, Paul M. Murphy
Image Annotation by Eye Tracking: Accuracy and Precision of Centerlines of Obstructed Small-Bowel Segments Placed Using Eye Trackers. J. Digit. Imaging 32 (5) (2019)
Matthieu Lê, Jesse Lieman-Sifry, Felix Lau, Sean Sall, Albert Hsiao, Daniel Golden
Computationally Efficient Cardiac Views Projection Using 3D Convolutional Neural Networks. DLMIA/ML-CDS@MICCAI (2017)
Matthieu Lê, Jesse Lieman-Sifry, Felix Lau, Sean Sall, Albert Hsiao, Daniel Golden
Computationally efficient cardiac views projection using 3D Convolutional Neural Networks. CoRR (2017)
Frank Ong, Martin Uecker, Umar Tariq, Albert Hsiao, Marcus T. Alley, S. S. Vasanawala, Michael Lustig
Improved visualization and quantification of 4D flow MRI data using divergence-freewavelet denoising. ISBI (2013)
Albert Hsiao, Trey Ideker, Jerrold M. Olefsky, Shankar Subramaniam
VAMPIRE microarray suite: a web-based platform for the interpretation of gene expression data. Nucleic Acids Res. 33 (Web-Server-Issue) (2005)
Albert Hsiao, D. S. Worrall, Jerrold M. Olefsky, Shankar Subramaniam
Variance-modeled posterior inference of microarray data: detecting gene-expression changes in 3T3-L1 adipocytes. Bioinform. 20 (17) (2004)