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Veronika Cheplygina

False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims

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May 07, 2025
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Robustness and sex differences in skin cancer detection: logistic regression vs CNNs

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Apr 15, 2025
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Learning to Harmonize Cross-vendor X-ray Images by Non-linear Image Dynamics Correction

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Apr 14, 2025
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In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review

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Jan 18, 2025
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On dataset transferability in medical image classification

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Dec 28, 2024
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SeagrassFinder: Deep Learning for Eelgrass Detection and Coverage Estimation in the Wild

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Dec 20, 2024
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Mask of truth: model sensitivity to unexpected regions of medical images

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Dec 05, 2024
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Confidence intervals uncovered: Are we ready for real-world medical imaging AI?

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Sep 27, 2024
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Dataset Distribution Impacts Model Fairness: Single vs. Multi-Task Learning

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Jul 24, 2024
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Exploring connections of spectral analysis and transfer learning in medical imaging

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Jul 16, 2024
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