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Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning.

H. Kim, G. Tadesse, C. Cintas, S. Speakman, and K. Varshney. CoRR, (2021)

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Scalable Detection of Anomalous Patterns With Connectivity ConstraintsS. Speakman, E. III, and D. Neill. Journal of Computational and Graphical Statistics, 24 (4): 1014-1033 (2015)Racial Representation Analysis in Dermatology Academic Materials.G. Tadesse, C. Cintas, R. Daneshjou, K. Varshney, P. Staar, S. Speakman, K. Andrews, C. Agunwa, J. Jia, E. Bailey and 5 other author(s). AMIA, AMIA, (2021)Inspection of Blackbox Models for Evaluating Vulnerability in Maternal, Newborn, and Child Health.W. Ogallo, S. Speakman, V. Akinwande, K. Varshney, A. Walcott-Bryant, C. Wayua, and K. Weldemariam. IJCAI, page 5282-5284. ijcai.org, (2020)Demo.Pattern Detection in the Activation Space for Identifying Synthesized Content.C. Cintas, S. Speakman, G. Tadesse, V. Akinwande, E. III, and K. Weldemariam. CoRR, (2021)Automatic Stratification of Tabular Health Data.S. Speakman, G. Tadesse, V. Akinwande, W. Ogallo, C. Mershon, N. Orobaton, and D. Neill. AMIA, AMIA, (2021)Fair Transfer Learning with Missing Protected Attributes.A. Coston, K. Ramamurthy, D. Wei, K. Varshney, S. Speakman, Z. Mustahsan, and S. Chakraborty. AIES, page 91-98. ACM, (2019)Prediction of neonatal mortality in Sub-Saharan African countries using data-level linkage of multiple surveys.G. Tadesse, C. Cintas, S. Speakman, and K. Weldemariam. CoRR, (2020)Fast Constrained Subset Scanning for Pattern Detection.S. Speakman. Carnegie Mellon University, USA, (2014)Pattern detection in the activation space for identifying synthesized content.C. Cintas, S. Speakman, G. Tadesse, V. Akinwande, E. III, and K. Weldemariam. Pattern Recognit. Lett., (2022)Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning.W. Ogallo, S. Speakman, V. Akinwande, K. Varshney, A. Walcott, C. Wayua, K. Weldemariam, C. Mershon, and N. Orobaton. AMIA, AMIA, (2020)

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Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning.

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Disambiguation of "Speakman, Skyler"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning.

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Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning.