DDI-CoCo: A Dataset for Understanding the Effect of Color Contrast in Machine-Assisted Skin Disease Detection.

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A Dataset For Understanding The Effect Of Color Contrast In Machine ...

Jan 24, 2024 · We take another angle to investigate color contrast's impact, beyond skin tones, on malignancy detection in skin disease datasets.

DDI-COCO: A DATASET FOR UNDERSTANDING THE EFFECT ...

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Jan 24, 2024 · We systematically assess color contrast's impact on malignancy detection in skin diseases using three deep neural network (DNN) models on DDI-CoCo dataset.

ddi-coco: a dataset for understanding the effect of color contrast in

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Our work provides a complementary angle to dermatology AI for improving skin disease detection. Index Terms— Skin cancer, Skin lesion classification,. Deep ...

DDI-CoCo: A Dataset for Understanding the Effect of Color ...

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Apr 16, 2024 · DDI-CoCo: A Dataset for Understanding the Effect of Color Contrast in Machine-Assisted Skin Disease Detection. April 2024. DOI:10.1109/ ...

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Repository for DDI-COCO: A DATASET FOR UNDERSTANDING THE EFFECT OF COLOR CONTRAST IN MACHINE-ASSISTED SKIN DISEASE DETECTION.

IEEE ICASSP 2024 || Seoul, Korea || 14-19 April 2024

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Apr 19, 2024 · DDI-COCO: A DATASET FOR UNDERSTANDING THE EFFECT OF COLOR CONTRAST IN MACHINE-ASSISTED SKIN DISEASE DETECTION. Ming-Chang Chiu, Yingfei Wang ...

Yen-Ju Kuo - Papers With Code

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Jan 24, 2024 · DDI-CoCo: A Dataset For Understanding The Effect Of Color Contrast In Machine-Assisted Skin Disease Detection.

DDI-CoCo: A Dataset For Understanding The Effect Of Color ...

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Jan 24, 2024 · Skin tone as a demographic bias and inconsistent human labeling poses challenges in dermatology AI. We take another angle to investigate color ...

Yingfei Wang | Papers With Code

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DDI-CoCo: A Dataset For Understanding The Effect Of Color Contrast In Machine-Assisted Skin Disease Detection · 1 code implementation • 24 Jan 2024 • Ming ...

Ming-Chang Chiu's research works | University of Southern California ...

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Ming-Chang Chiu's 5 research works with 4 citations, including: DDI-CoCo: A Dataset for Understanding the Effect of Color Contrast in Machine-Assisted Skin ...