Brandon D. Gallas, Ph.D.
Affiliations: | 2001 | University of Arizona, Tucson, AZ |
Area:
Psychometrics Psychology, StatisticsGoogle:
"Brandon Gallas"Parents
Sign in to add mentor| Harrison H. Barrett | grad student | 2001 | University of Arizona | |
| (Signal detection in lumpy backgrounds.) | ||||
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Publications
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| Elfer K, Dudgeon S, Garcia V, et al. (2022) Pilot study to evaluate tools to collect pathologist annotations for validating machine learning algorithms. Journal of Medical Imaging (Bellingham, Wash.). 9: 047501 |
| Marble HD, Huang R, Dudgeon SN, et al. (2020) A Regulatory Science Initiative to Harmonize and Standardize Digital Pathology and Machine Learning Processes to Speed up Clinical Innovation to Patients. Journal of Pathology Informatics. 11: 22 |
| Tabata K, Uraoka N, Benhamida J, et al. (2019) Validation of mitotic cell quantification via microscopy and multiple whole-slide scanners. Diagnostic Pathology. 14: 65 |
| Gallas BD, Chen W, Cole E, et al. (2019) Impact of prevalence and case distribution in lab-based diagnostic imaging studies. Journal of Medical Imaging (Bellingham, Wash.). 6: 015501 |
| Zabala-Travers S, Gallas BD, Busoni S, et al. (2018) Display colour scale effects on diagnostic performance and reader agreement in cardiac CT and prostate apparent diffusion coefficient assessment. Clinical Radiology |
| Klauschen F, Müller KR, Binder A, et al. (2018) Scoring of tumor-infiltrating lymphocytes: from visual estimation to machine learning. Seminars in Cancer Biology |
| Chen W, Gong Q, Gallas BD. (2018) Paired split-plot designs of multireader multicase studies. Journal of Medical Imaging (Bellingham, Wash.). 5: 031410 |
| Gallas BD, Pisano E, Cole E, et al. (2017) Impact of Different Study Populations on Reader Behavior and Performance Metrics: Initial Results. Proceedings of Spie--the International Society For Optical Engineering. 10136 |
| Gallas BD, Anam A, Chen W, et al. (2016) MRMC analysis of agreement studies. Proceedings of Spie--the International Society For Optical Engineering. 9787 |
| Tcheuko L, Gallas B, Samuelson F. (2016) Using ANOVA/random-effects variance estimates to compute a two-sample U-statistic of order (1,1) estimate of variance Journal of Statistical Theory and Practice. 10: 87-99 |