Brandon D. Gallas

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 7

Top Topics

Confidence Intervals

Registration Accuracy

Learning Algorithm

Top Venues

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

Medical Imaging: Digital Pathology

IEEE Trans. Medical Imaging

Nat. Mach. Intell.

Publications

Katherine Elfer, Victor Garcia, Brandon D. Gallas
Analysis of a pilot study collecting pathologist annotations for validating machine learning algorithms. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2023)
Brandon D. Gallas, Aldo Badano, Sarah Dudgeon, Katherine Elfer, Victor Garcia, Jochen K. Lennerz, Kyle J. Myers, Nicholas Petrick, Ed Margerrison
FDA fosters innovative approaches in research, resources and collaboration. Nat. Mach. Intell. 4 (2) (2022)
Qi Gong, Benjamin P. Berman, Marios A. Gavrielides, Brandon D. Gallas
Registration accuracy between whole slide images and glass slides in eeDAP workflow. Medical Imaging: Digital Pathology (2018)
Weijie Chen, Qi Gong, Brandon D. Gallas
Efficiency gain of paired split-plot designs in MRMC ROC studies. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)
Brandon D. Gallas, Amrita Anam, Weijie Chen, Adam Wunderlich, Zhiwei Zhang
MRMC analysis of agreement studies. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2016)
Adam Wunderlich, Frédéric Noo, Brandon D. Gallas, Marta E. Heilbrun
Exact Confidence Intervals for Channelized Hotelling Observer Performance in Image Quality Studies. IEEE Trans. Medical Imaging 34 (2) (2015)
Marios A. Gavrielides, Brandon D. Gallas, Stephen M. Hewitt
Uncertainty in the assessment of immunohistochemical staining with optical and digital microscopy: lessons from a reader study. Medical Imaging: Digital Pathology (2015)
Wei-Chung Cheng, Tyler Keay, Neil O'Flaherty, Joel Wang, Adam Ivansky, Marios A. Gavrielides, Brandon D. Gallas, Aldo Badano
Assessing color reproducibility of whole-slide imaging scanners. Medical Imaging: Digital Pathology (2013)
Weijie Chen, Waleed A. Yousef, Brandon D. Gallas, Elizabeth R. Hsu, Samir Lababidi, Rong Tang, Gene A. Pennello, W. Fraser Symmans, Lajos Pusztai
Uncertainty estimation with a finite dataset in the assessment of classification models. Comput. Stat. Data Anal. 56 (5) (2012)
Weijie Chen, Brandon D. Gallas, Waleed A. Yousef
Classifier variability: Accounting for training and testing. Pattern Recognit. 45 (7) (2012)
Xin He, Brandon D. Gallas, Eric C. Frey
Three-Class ROC Analysis - Toward a General Decision Theoretic Solution. IEEE Trans. Medical Imaging 29 (1) (2010)
Weijie Chen, Brandon D. Gallas
Training variability in the evaluation of automated classifiers. Medical Imaging: Computer-Aided Diagnosis (2010)
Subok Park, Aldo Badano, Brandon D. Gallas, Kyle J. Myers
Incorporating Human Contrast Sensitivity in Model Observers for Detection Tasks. IEEE Trans. Medical Imaging 28 (3) (2009)
Brandon D. Gallas, David G. Brown
Reader studies for validation of CAD systems. Neural Networks 21 (2-3) (2008)
David G. Brown, Brandon D. Gallas
Performance Studies for Validation of CAD Systems. IJCNN (2007)
Elizabeth R. Hsu, Brandon D. Gallas, Jose Jeronimo
Methods for MRMC Roc Analysis and Components-Ofvariance Modeling Using Colposcopy Images. ISBI (2007)
Iacovos S. Kyprianou, Sophie Paquerault, Brandon D. Gallas, Aldo Badano, Subok Park, Kyle J. Myers
Framework for determination of geometric parameters of a cone beam CT scanner for measuring the system response function and improved object reconstruction. ISBI (2006)
Nicholas Petrick, Kyle J. Myers, Sophie Paquerault, Frank W. Samuelson, Brandon D. Gallas, Robert F. Wagner
Leveraging the Digital Mammography Image Screening Trial (DMIST) Data for the Evaluation of Computer-Aided Detection (CAD) Devices: A Proposal. Digital Mammography / IWDM (2006)
Aldo Badano, Brandon D. Gallas, Dipesh H. Fifadara
Visual detection with non-Lambertian displays: model and human observer results. Medical Imaging: Image-Guided Procedures (2005)
Aldo Badano, Brandon D. Gallas, Kyle J. Myers, Arthur E. Burgess
Effect of viewing angle on visual detection in liquid crystal displays. Medical Imaging: Image-Guided Procedures (2003)