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Published at November 26

IMPROVE: Improving Medical Plausibility without Reliance on HumanValidation -- An Enhanced Prototype-Guided Diffusion Framework

cs.CV

Released Date: November 26, 2024

Authors: Anurag Shandilya¹, Swapnil Bhat¹, Akshat Gautam¹, Subhash Yadav¹, Siddharth Bhatt¹, Deval Mehta¹, Kshitij Jadhav

Aff.: ¹Not specified

Arxiv: http://arxiv.org/abs/2411.17535v1

Refer to caption

Morphological Cell Type	Baseline (%)	Our Approach (%)
Melanocytic Nevi	68	79
Melanoma	48	65
Benign K-like lesions	46	57
Basal Cell Carcinoma	33	60
Actinic Keratosis	44	49
Vascular Lesions	54	47
Dermatofibroma	49	63