Brandon D. Gallas

According to our database, Brandon D. Gallas authored at least 20 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Analysis of a pilot study collecting pathologist annotations for validating machine learning algorithms.

Katherine Elfer, Victor Garcia, Brandon D. Gallas

Proceedings of the Medical Imaging 2023: Image Perception, 2023

2022

FDA fosters innovative approaches in research, resources and collaboration.

Brandon D. Gallas, Aldo Badano, Sarah Dudgeon, Katherine Elfer, Victor Garcia, Jochen K. Lennerz, Kyle J. Myers, Nicholas Petrick, Ed Margerrison

Nat. Mach. Intell., 2022

2018

Efficiency gain of paired split-plot designs in MRMC ROC studies.

Weijie Chen, Qi Gong, Brandon D. Gallas

Proceedings of the Medical Imaging 2018: Image Perception, 2018

Registration accuracy between whole slide images and glass slides in eeDAP workflow.

Qi Gong, Benjamin P. Berman, Marios A. Gavrielides, Brandon D. Gallas

Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

2016

MRMC analysis of agreement studies.

Brandon D. Gallas, Amrita Anam, Weijie Chen, Adam Wunderlich, Zhiwei Zhang

Proceedings of the Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, San Diego, California, United States, 27 February, 2016

2015

Exact Confidence Intervals for Channelized Hotelling Observer Performance in Image Quality Studies.

Adam Wunderlich, Frédéric Noo, Brandon D. Gallas, Marta E. Heilbrun

IEEE Trans. Medical Imaging, 2015

Uncertainty in the assessment of immunohistochemical staining with optical and digital microscopy: lessons from a reader study.

Marios A. Gavrielides, Brandon D. Gallas, Stephen M. Hewitt

Proceedings of the Medical Imaging 2015: Digital Pathology, 2015

2013

Assessing color reproducibility of whole-slide imaging scanners.

Wei-Chung Cheng, Tyler Keay, Neil O'Flaherty, Joel Wang, Adam Ivansky, Marios A. Gavrielides, Brandon D. Gallas, Aldo Badano

Proceedings of the Medical Imaging 2013: Digital Pathology, 2013

2012

Classifier variability: Accounting for training and testing.

Weijie Chen, Brandon D. Gallas, Waleed A. Yousef

Pattern Recognit., 2012

Uncertainty estimation with a finite dataset in the assessment of classification models.

Weijie Chen, Waleed A. Yousef, Brandon D. Gallas, Elizabeth R. Hsu, Samir Lababidi, Rong Tang, Gene A. Pennello, W. Fraser Symmans, Lajos Pusztai

Comput. Stat. Data Anal., 2012

2010

Three-Class ROC Analysis - Toward a General Decision Theoretic Solution.

Xin He, Brandon D. Gallas, Eric C. Frey

IEEE Trans. Medical Imaging, 2010

Training variability in the evaluation of automated classifiers.

Weijie Chen, Brandon D. Gallas

Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

2009

Incorporating Human Contrast Sensitivity in Model Observers for Detection Tasks.

Subok Park, Aldo Badano, Brandon D. Gallas, Kyle J. Myers

IEEE Trans. Medical Imaging, 2009

2008

Reader studies for validation of CAD systems.

Brandon D. Gallas, David G. Brown

Neural Networks, 2008

2007

Methods for MRMC Roc Analysis and Components-Ofvariance Modeling Using Colposcopy Images.

Elizabeth R. Hsu, Brandon D. Gallas, Jose Jeronimo

Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Performance Studies for Validation of CAD Systems.

David G. Brown, Brandon D. Gallas

Proceedings of the International Joint Conference on Neural Networks, 2007

2006

Leveraging the Digital Mammography Image Screening Trial (DMIST) Data for the Evaluation of Computer-Aided Detection (CAD) Devices: A Proposal.

Nicholas Petrick, Kyle J. Myers, Sophie Paquerault, Frank W. Samuelson, Brandon D. Gallas, Robert F. Wagner

Proceedings of the Digital Mammography, 2006

Framework for determination of geometric parameters of a cone beam CT scanner for measuring the system response function and improved object reconstruction.

Iacovos S. Kyprianou, Sophie Paquerault, Brandon D. Gallas, Aldo Badano, Subok Park, Kyle J. Myers

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

2005

Visual detection with non-Lambertian displays: model and human observer results.

Aldo Badano, Brandon D. Gallas, Dipesh H. Fifadara

Proceedings of the Medical Imaging 2005: Visualization, 2005

2003

Effect of viewing angle on visual detection in liquid crystal displays.

Aldo Badano, Brandon D. Gallas, Kyle J. Myers, Arthur E. Burgess

Proceedings of the Medical Imaging 2003: Visualization, 2003