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Measuring Domain Shift for Deep Learning in Histopathology.

, , , and . IEEE J. Biomed. Health Informatics, 25 (2): 325-336 (2021)

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Evaluation of Contrastive Predictive Coding for Histopathology Applications., , and . ML4H@NeurIPS, volume 136 of Proceedings of Machine Learning Research, page 328-340. PMLR, (2020)Measuring Domain Shift for Deep Learning in Histopathology., , , and . IEEE J. Biomed. Health Informatics, 25 (2): 325-336 (2021)Rapid Assisted Visual Search: Supporting Digital Pathologists with Imperfect AI., , and . IUI, page 504-513. ACM, (2021)The thorny complexities of visualization research for clinical settings: A case study from genomics., , , and . Frontiers Bioinform., (May 2023)Characterizing Visual Analytics in Diagnostic Imaging., and . EuroVA@EuroVis, Eurographics Association, (2011)Feature Exploration using Local Frequency Distributions in Computed Tomography Data., , , , and . VCBM, page 13-24. Eurographics Association, (2020)Unsupervised Anomaly Detection In Digital Pathology Using GANs., , and . ISBI, page 1878-1882. IEEE, (2021)Visualization Challenges of Variant Interpretation in Multiscale NGS Data., , , and . EuroVis (Posters), page 107-109. Eurographics Association, (2022)Detecting Domain Shift in Multiple Instance Learning for Digital Pathology Using Fréchet Domain Distance., , , and . MICCAI (5), volume 14224 of Lecture Notes in Computer Science, page 157-167. Springer, (2023)vPSNR: a visualization-aware image fidelity metric tailored for diagnostic imaging.. Int. J. Comput. Assist. Radiol. Surg., 8 (3): 437-450 (2013)