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A Pattern for Arguing the Assurance of Machine Learning in Medical Diagnosis Systems.

, , , and . SAFECOMP, volume 11698 of Lecture Notes in Computer Science, page 165-179. Springer, (2019)

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Detection and Mitigation of Rare Subclasses in Deep Neural Network Classifiers., , and . AITest, page 9-16. IEEE, (2021)A Pattern for Arguing the Assurance of Machine Learning in Medical Diagnosis Systems., , , and . SAFECOMP, volume 11698 of Lecture Notes in Computer Science, page 165-179. Springer, (2019)Enhancing Covid-19 Decision-Making by Creating an Assurance Case for Simulation Models., , , , , , and . CoRR, (2020)Creating a Safety Assurance Case for an ML Satellite-Based Wildfire Detection and Alert System., , , and . CoRR, (2022)Objective Assessment of Cognitive Impairment in Parkinson's Disease Using Evolutionary Algorithm., , , , and . EvoApplications (1), volume 10199 of Lecture Notes in Computer Science, page 109-124. (2017)Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings., , , , , and . SAFECOMP, volume 12234 of Lecture Notes in Computer Science, page 197-212. Springer, (2020)Creating a Safety Assurance Case for a Machine Learned Satellite-Based Wildfire Detection and Alert System., , , and . J. Intell. Robotic Syst., 108 (3): 47 (July 2023)Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS)., , , , , and . CoRR, (2021)Perspectives on Assurance Case Development for Retinal Disease Diagnosis Using Deep Learning., and . AIME, volume 11526 of Lecture Notes in Computer Science, page 365-370. Springer, (2019)Assurance Argument Patterns and Processes for Machine Learning in Safety-Related Systems., , , , and . SafeAI@AAAI, volume 2560 of CEUR Workshop Proceedings, page 23-30. CEUR-WS.org, (2020)