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A precise model for skin cancer diagnosis using hybrid U-Net and improved MobileNet-V3 with hyperparameters optimization.

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第一作者： Umesh,Kumar Lilhore

第一单位： Department of Computer Science and Engineering, Chandigarh University, Mohali, Punjab, 140413, India.

作者： Umesh,Kumar Lilhore ^[1] ; Sarita,Simaiya ^[1] ; Yogesh Kumar,Sharma ^[2] ; Kuldeep Singh,Kaswan ^[3] ; K B V Brahma,Rao ^[2] ; V V R Maheswara,Rao ^[4] ; Anupam,Baliyan ^[1] ; Anchit,Bijalwan ^[5] ; Roobaea,Alroobaea ^[6]

作者单位： Department of Computer Science and Engineering, Chandigarh University, Mohali, Punjab, 140413, India. ^[1] Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Greenfield, Vaddeswaram, Guntur, AP, India. ^[2] School of Computing Science and Engineering, Galgotias University, Greater Noida, Uttar Pradesh, India. ^[3] Departmentt of Computer Science and Engineering, Shri Vishnu Engineering College for Women (A), Bhimavaram, India. ^[4] Arba Minch University, Arba Minch, Ethiopia. drkumarcse@gmail.com. ^[5] Department of Computer Science, College of Computers and Information Technology, Taif University, P. O. Box 11099, 21944, Taif, Saudi Arabia. ^[6]

关键词 Convolution Neural Network Deep learning Health care Skin cancer Transfer learning U-Net

医学主题词人类(Humans);贝叶斯定理(Bayes Theorem);皮肤肿瘤(Skin Neoplasms);皮肤(Skin);黑色素瘤(Melanoma)

DOI 10.1038/s41598-024-54212-8

PMID 38383520

发布时间 2024-02-24

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