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Published at November 16

MpoxVLM: A Vision-Language Model for Diagnosing Skin Lesions from Mpox Virus Infection

eess.IV

cs.AI

cs.CV

Released Date: November 16, 2024

Authors: Xu Cao¹, Wenqian Ye², Kenny Moise³, Megan Coffee⁴

Aff.: ¹University of Illinois Urbana-Champaign, USA; ²University of Virginia, USA; ³Université Quisqueya, Haiti; ⁴NYU Grossman School of Medicine, USA

Arxiv: http://arxiv.org/abs/2411.10888v1

Dataset	Mpox Sample Size	All Sample Size	Demographic Information
Ahsan et al. (Ahsan et al., 2022b)^∗	43	161	✗
Jaradat et al. (Jaradat et al., 2023)^∗	45	117	✗
MonkeyNet (Bala et al., 2023)	178	492	✗
MSLD v2.0 (Ali et al., 2023)	284	755	✓
Kularathne et al. (Kularathne et al., 2024)	120	120	✗
Ours	1,057	2,914	✓