Brandon D. Gallas

21 papers B 1Journal 7Unranked 13
YearRankTypeTitle / Venue / Authors
2023 — conf
Analysis of a pilot study collecting pathologist annotations for validating machine learning algorithms.
Image Perception, Observer Performance, and Technology Assessment
Katherine Elfer, Victor Garcia, Brandon D. Gallas
2023 — conf
Effect of color-normalization on deep learning segmentation models for tumor-infiltrating lymphocytes scoring using breast cancer histopathology images.
Digital and Computational Pathology
Arian Arab, Victor Garcia, Shuyue Guan, Brandon D. Gallas, Berkman Sahiner, Nicholas Petrick, Weijie Chen
2022 J jnl
FDA fosters innovative approaches in research, resources and collaboration.
Nat. Mach. Intell.
Brandon D. Gallas, Aldo Badano, Sarah Dudgeon, Katherine Elfer, Victor Garcia, Jochen K. Lennerz, Kyle J. Myers, Nicholas Petrick, Ed Margerrison
2018 — conf
Efficiency gain of paired split-plot designs in MRMC ROC studies.
Image Perception, Observer Performance, and Technology Assessment
Weijie Chen, Qi Gong, Brandon D. Gallas
2018 — conf
Registration accuracy between whole slide images and glass slides in eeDAP workflow.
Digital Pathology
Qi Gong, Benjamin P. Berman, Marios A. Gavrielides, Brandon D. Gallas
2016 — conf
MRMC analysis of agreement studies.
Image Perception, Observer Performance, and Technology Assessment
Brandon D. Gallas, Amrita Anam, Weijie Chen, Adam Wunderlich, Zhiwei Zhang
2015 J jnl
Exact Confidence Intervals for Channelized Hotelling Observer Performance in Image Quality Studies.
IEEE Trans. Medical Imaging
Adam Wunderlich, Frédéric Noo, Brandon D. Gallas, Marta E. Heilbrun
2015 — conf
Uncertainty in the assessment of immunohistochemical staining with optical and digital microscopy: lessons from a reader study.
Digital Pathology
Marios A. Gavrielides, Brandon D. Gallas, Stephen M. Hewitt
2013 — conf
Assessing color reproducibility of whole-slide imaging scanners.
Digital Pathology
Wei-Chung Cheng, Tyler Keay, Neil O'Flaherty, Joel Wang, Adam Ivansky, Marios A. Gavrielides, Brandon D. Gallas, Aldo Badano
2012 J jnl
Classifier variability: Accounting for training and testing.
Pattern Recognit.
Weijie Chen, Brandon D. Gallas, Waleed A. Yousef
2012 J jnl
Uncertainty estimation with a finite dataset in the assessment of classification models.
Comput. Stat. Data Anal.
Weijie Chen, Waleed A. Yousef, Brandon D. Gallas, Elizabeth R. Hsu, Samir Lababidi, Rong Tang, Gene A. Pennello, W. Fraser Symmans, Lajos Pusztai
2010 J jnl
Three-Class ROC Analysis - Toward a General Decision Theoretic Solution.
IEEE Trans. Medical Imaging
Xin He, Brandon D. Gallas, Eric C. Frey
2010 — conf
Training variability in the evaluation of automated classifiers.
Computer-Aided Diagnosis
Weijie Chen, Brandon D. Gallas
2009 J jnl
Incorporating Human Contrast Sensitivity in Model Observers for Detection Tasks.
IEEE Trans. Medical Imaging
Subok Park, Aldo Badano, Brandon D. Gallas, Kyle J. Myers
2008 J jnl
Reader studies for validation of CAD systems.
Neural Networks
Brandon D. Gallas, David G. Brown
2007 — conf
Methods for MRMC Roc Analysis and Components-Ofvariance Modeling Using Colposcopy Images.
ISBI
Elizabeth R. Hsu, Brandon D. Gallas, Jose Jeronimo
2007 B conf
Performance Studies for Validation of CAD Systems.
IJCNN
David G. Brown, Brandon D. Gallas
2006 — conf
Framework for determination of geometric parameters of a cone beam CT scanner for measuring the system response function and improved object reconstruction.
ISBI
Iacovos S. Kyprianou, Sophie Paquerault, Brandon D. Gallas, Aldo Badano, Subok Park, Kyle J. Myers
2006 — conf
Leveraging the Digital Mammography Image Screening Trial (DMIST) Data for the Evaluation of Computer-Aided Detection (CAD) Devices: A Proposal.
Digital Mammography / IWDM
Nicholas Petrick, Kyle J. Myers, Sophie Paquerault, Frank W. Samuelson, Brandon D. Gallas, Robert F. Wagner
2005 — conf
Visual detection with non-Lambertian displays: model and human observer results.
Image-Guided Procedures
Aldo Badano, Brandon D. Gallas, Dipesh H. Fifadara
2003 — conf
Effect of viewing angle on visual detection in liquid crystal displays.
Image-Guided Procedures
Aldo Badano, Brandon D. Gallas, Kyle J. Myers, Arthur E. Burgess