Keratinocytic Skin Cancer Detection on the Face Using Region-Based Convolutional Neural Network

Han Seung Seog; Moon Ik Jun; Lim Woohyung; Suh In Suck; Lee Sam Yong; Na Jung-Im; Kim Seong Hwan; Chang Sung Eun

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Keratinocytic Skin Cancer Detection on the Face Using Region-Based Convolutional Neural Network

机译：基于地区的卷积神经网络的角质棉皮肤癌检测

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摘要

This diagnostic/prognostic study evaluates a deep learning algorithm designed to identify facial lesions and predict malignancy.

机译：该诊断/预测研究评估了深度学习算法，旨在识别面部病变和预测恶性肿瘤。

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来源
《JAMA dermatology》 |2020年第1期|共9页
作者
Han Seung Seog; Moon Ik Jun; Lim Woohyung; Suh In Suck; Lee Sam Yong; Na Jung-Im; Kim Seong Hwan; Chang Sung Eun;
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作者单位

I Dermatol Clin Seoul South Korea;

Yonsei Univ Severance Hosp Dept Dermatol Coll Med Seoul South Korea;

LG SciencePk Seoul South Korea;

Hallym Univ Coll Med Dept Plast &

Reconstruct Surg Kangnam Sacred Hosp 1 Singil Ro Seoul 07441;

Chonnam Natl Univ Dept Plast &

Reconstruct Surg Sch Med Gwangju South Korea;

Seoul Natl Univ Dept Dermatol Bundang Hosp Seongnam South Korea;

Hallym Univ Coll Med Dept Plast &

Reconstruct Surg Kangnam Sacred Hosp 1 Singil Ro Seoul 07441;

Ulsan Univ Dept Dermatol Coll Med Asan Med Ctr 88 OLYMP RO 43 GIL Seoul 05505 South Korea;

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原文格式 PDF
正文语种 eng
中图分类皮肤病学与性病学;
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专利

1. Keratinocytic Skin Cancer Detection on the Face Using Region-Based Convolutional Neural Network [J] . Han Seung Seog, Moon Ik Jun, Lim Woohyung, JAMA dermatology . 2020,第1期

机译：基于地区的卷积神经网络的角质棉皮肤癌检测
2. Optimization of the Convolutional Neural Networks for Automatic Detection of Skin Cancer [J] . Long Zhang, Hong Jie Gao, Jianhua Zhang, Open medicine . 2020,第1期

机译：卷积神经网络的优化自动检测皮肤癌
3. Early Skin Cancer Detection Using Deep Convolutional Neural Networks on Mobile Smartphone [J] . Justice O. Emuoyibofarhe, Daniel Ajisafe, Ronke S. Babatunde, International Journal of Information Engineering and Electronic Business . 2020,第2期

机译：利用深卷积神经网络在移动智能手机上的早期皮肤癌检测
4. Convolutional neural networks in skin cancer detection using spatial and spectral domain [C] . Ilkka Polonen, Samuli Rahkonen, Leevi Annala, Photonics in Dermatology and Plastic Surgery 2019 . 2019

机译：使用空间和频谱域的卷积神经网络在皮肤癌检测中的应用
5. Cloud-Based Skin Lesion Diagnosis System Using Convolutional Neural Networks [D] . Akar, Esad. 2018

机译：卷积神经网络基于云的皮肤病变诊断系统
6. Optimization of the Convolutional Neural Networks for Automatic Detection of Skin Cancer [O] . Long Zhang, Hong Jie Gao, Jianhua Zhang, 2020

机译：卷积神经网络的优化自动检测皮肤癌
7. Masking Salient Object Detection, a Mask Region-Based Convolutional Neural Network Analysis for Segmentation of Salient Objects [O] . Bruno Alexandre Krinski, Daniel Vitor Ruiz, Guilherme Zasyeki Machado, 2019

机译：掩蔽突出物体检测，基于掩模区域的卷积神经网络分析，用于分割突出对象

Keratinocytic Skin Cancer Detection on the Face Using Region-Based Convolutional Neural Network

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