Human-multimodal deep learning collaboration in 'precise' diagnosis of lupus erythematosus subtypes and similar skin diseases.
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| Title: | Human-multimodal deep learning collaboration in 'precise' diagnosis of lupus erythematosus subtypes and similar skin diseases. |
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| Authors: | Li Q; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Yang Z; Key Laboratory of Intelligent Computing and Information Processing of Ministry of Education, Xiangtan University, Xiangtan, China., Chen K; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Zhao M; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Long H; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Deng Y; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Hu H; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Jia C; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Wu M; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Zhao Z; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Zhu H; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Zhou S; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Zhao M; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Cao P; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Zhou S; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Song Y; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Tang G; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Liu J; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Jiang J; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Liao W; Department of Dermatology, Hunan Children's Hospital, Changsha, China., Zhou W; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Yang B; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Xiong F; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Zhang S; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Gao X; Department of Dermatology, Hunan Children's Hospital, Changsha, China., Jiang Y; Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China., Zhang W; Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China., Zhang B; Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China., He YL; Department of Dermatology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China., Ran L; Department of Dermatology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China., Zhang C; Department of Dermatology, Peking University Third Hospital, Beijing, China., Wu W; Department of Dermatology, Peking University Third Hospital, Beijing, China., Suolang Q; Department of Dermatology, People's Hospital of Tibet Autonomous Region, Lhasa, China., Luo H; Department of Dermatology, People's Hospital of Tibet Autonomous Region, Lhasa, China., Kang X; Department of Dermatology, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, China., Wu C; Department of Dermatology, People's Hospital of Xinjiang Uygur Autonomous Region, Urumqi, China., Jin H; Department of Dermatology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China., Chen L; Department of Dermatology, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China., Guo Q; Department of Dermatology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China., Gui G; Department of Dermatology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China., Li S; Department of Dermatology, The First Bethune Hospital of Jilin University, Changchun, China., Si H; Department of Dermatology, The First Bethune Hospital of Jilin University, Changchun, China., Guo S; Department of Dermatology, The First Hospital of Shanxi Medical University, Taiyuan, China., Liu HY; Department of Dermatology, The First Hospital of Shanxi Medical University, Taiyuan, China., Liu X; Department of Dermatology, The Hei Long Jiang Provincial Hospital, Harbin, China., Ma GZ; Department of Dermatology, The Hei Long Jiang Provincial Hospital, Harbin, China., Deng D; Department of Dermatology, The Second Affiliated Hospital of Kunming Medical University, Kunming, China., Yuan L; Department of Dermatology, The Second Affiliated Hospital of Kunming Medical University, Kunming, China., Lu J; Department of Dermatology, The Third Xiangya Hospital, Central South University, Changsha, China., Zeng J; Department of Dermatology, The Third Xiangya Hospital, Central South University, Changsha, China., Jiang X; Department of Dermatology, West China Hospital, Sichuan University, Chengdu, China., Lyu X; Department of Dermatology, West China Hospital, Sichuan University, Chengdu, China., Chen L; Department of Dermatology, Wuhan No. 1 Hospital, Wuhan, China., Hu B; Department of Dermatology, Wuhan No. 1 Hospital, Wuhan, China., Tao J; Department of Dermatology, Wuhan Union Hospital of China, Wuhan, China., Liu Y; Department of Dermatology, Wuhan Union Hospital of China, Wuhan, China., Wang G; Department of Dermatology, Xijing Hospital, Xi'an, China., Zhu G; Department of Dermatology, Xijing Hospital, Xi'an, China., Yao Z; Department of Dermatology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China., Xu Q; Department of Dermatology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China., Yang B; Dermatology Hospital of Southern Medical University, Guangzhou, China., Wang Y; Dermatology Hospital of Southern Medical University, Guangzhou, China., Ding Y; Hainan Provincial Hospital of Skin Disease, Haikou, China., Yang X; Hainan Provincial Hospital of Skin Disease, Haikou, China., Kai H; Key Laboratory of Intelligent Computing and Information Processing of Ministry of Education, Xiangtan University, Xiangtan, China., Wu H; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China., Lu Q; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.; Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China.; Key Laboratory of Basic and Translational Research on Immune-Mediated Skin Diseases, Chinese Academy of Medical Sciences, Nanjing, China.; Jiangsu Key Laboratory of Molecular Biology for Skin Diseases and STIs, Nanjing, China. |
| Source: | Journal of the European Academy of Dermatology and Venereology : JEADV [J Eur Acad Dermatol Venereol] 2024 Dec; Vol. 38 (12), pp. 2268-2279. Date of Electronic Publication: 2024 Apr 15. |
| Publication Type: | Journal Article; Multicenter Study |
| Journal Info: | Publisher: Wiley-Blackwell Country of Publication: England NLM ID: 9216037 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1468-3083 (Electronic) Linking ISSN: 09269959 NLM ISO Abbreviation: J Eur Acad Dermatol Venereol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1468-3083 |
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| DOI: | 10.1111/jdv.20031 |
