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Dermatologist-like explainable AI enhances trust and confidence in diagnosing melanoma.

, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , и . CoRR, (2023)

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Joseph Titus

Gerrit Brinker

Ingo Brinker

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Jürgen Brinker

 

Другие публикации лиц с тем же именем

Test Time Augmentation Meets Post-hoc Calibration: Uncertainty Quantification under Real-World Conditions., , и . AAAI, стр. 14856-14864. AAAI Press, (2023)Domain shifts in dermoscopic skin cancer datasets: Evaluation of essential limitations for clinical translation., , , , и . CoRR, (2023)Using Multiple Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning: A Prognostic Diagnostic Accuracy Study., , , , , , , , , и 21 other автор(ы). CoRR, (2023)Erratum to 'Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology' Medical Image Analysis, Volume 79, July 2022, 102474., , , , , , , , , и 13 other автор(ы). Medical Image Anal., (2022)Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images., , и . Medical Image Anal., (2024)Advancing dermatological diagnosis: Development of a hyperspectral dermatoscope for enhanced skin imaging., , , и . CoRR, (2024)Pitfalls of Conformal Predictions for Medical Image Classification., , и . UNSURE@MICCAI, том 14291 из Lecture Notes in Computer Science, стр. 198-207. Springer, (2023)Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology., , , , , , , , , и 13 other автор(ы). Medical Image Anal., (2022)Clinical Melanoma Diagnosis with Artificial Intelligence: Insights from a Prospective Multicenter Study., , , , , , , , , и 20 other автор(ы). CoRR, (2024)On the calibration of neural networks for histological slide-level classification., , , и . CoRR, (2023)