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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.
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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  Data: Human-multimodal deep learning collaboration in 'precise' diagnosis of lupus erythematosus subtypes and similar skin diseases.
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  Data: <searchLink fieldCode="AU" term="%22Li+Q%22">Li Q</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Yang+Z%22">Yang Z</searchLink>; Key Laboratory of Intelligent Computing and Information Processing of Ministry of Education, Xiangtan University, Xiangtan, China.<br /><searchLink fieldCode="AU" term="%22Chen+K%22">Chen K</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Zhao+M%22">Zhao M</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Long+H%22">Long H</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Deng+Y%22">Deng Y</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Hu+H%22">Hu H</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Jia+C%22">Jia C</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Wu+M%22">Wu M</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Zhao+Z%22">Zhao Z</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Zhu+H%22">Zhu H</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Zhou+S%22">Zhou S</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Zhao+M%22">Zhao M</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Cao+P%22">Cao P</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Zhou+S%22">Zhou S</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Song+Y%22">Song Y</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Tang+G%22">Tang G</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Liu+J%22">Liu J</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Jiang+J%22">Jiang J</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Liao+W%22">Liao W</searchLink>; Department of Dermatology, Hunan Children's Hospital, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Zhou+W%22">Zhou W</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Yang+B%22">Yang B</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Xiong+F%22">Xiong F</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Zhang+S%22">Zhang S</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Gao+X%22">Gao X</searchLink>; Department of Dermatology, Hunan Children's Hospital, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Jiang+Y%22">Jiang Y</searchLink>; Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Zhang+W%22">Zhang W</searchLink>; Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22Zhang+B%22">Zhang B</searchLink>; Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China.<br /><searchLink fieldCode="AU" term="%22He+YL%22">He YL</searchLink>; Department of Dermatology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Ran+L%22">Ran L</searchLink>; Department of Dermatology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Zhang+C%22">Zhang C</searchLink>; Department of Dermatology, Peking University Third Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Wu+W%22">Wu W</searchLink>; 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Department of Dermatology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Xu+Q%22">Xu Q</searchLink>; Department of Dermatology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Yang+B%22">Yang B</searchLink>; Dermatology Hospital of Southern Medical University, Guangzhou, China.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; Dermatology Hospital of Southern Medical University, Guangzhou, China.<br /><searchLink fieldCode="AU" term="%22Ding+Y%22">Ding Y</searchLink>; Hainan Provincial Hospital of Skin Disease, Haikou, China.<br /><searchLink fieldCode="AU" term="%22Yang+X%22">Yang X</searchLink>; Hainan Provincial Hospital of Skin Disease, Haikou, China.<br /><searchLink fieldCode="AU" term="%22Kai+H%22">Kai H</searchLink>; Key Laboratory of Intelligent Computing and Information Processing of Ministry of Education, Xiangtan University, Xiangtan, China.<br /><searchLink fieldCode="AU" term="%22Wu+H%22">Wu H</searchLink>; Department of Dermatology, Hunan Key Laboratory of Medical Epigenomics, The Second Xiangya Hospital of Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Lu+Q%22">Lu Q</searchLink>; 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.
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      – TitleFull: Human-multimodal deep learning collaboration in 'precise' diagnosis of lupus erythematosus subtypes and similar skin diseases.
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            NameFull: Suolang Q
      – PersonEntity:
          Name:
            NameFull: Luo H
      – PersonEntity:
          Name:
            NameFull: Kang X
      – PersonEntity:
          Name:
            NameFull: Wu C
      – PersonEntity:
          Name:
            NameFull: Jin H
      – PersonEntity:
          Name:
            NameFull: Chen L
      – PersonEntity:
          Name:
            NameFull: Guo Q
      – PersonEntity:
          Name:
            NameFull: Gui G
      – PersonEntity:
          Name:
            NameFull: Li S
      – PersonEntity:
          Name:
            NameFull: Si H
      – PersonEntity:
          Name:
            NameFull: Guo S
      – PersonEntity:
          Name:
            NameFull: Liu HY
      – PersonEntity:
          Name:
            NameFull: Liu X
      – PersonEntity:
          Name:
            NameFull: Ma GZ
      – PersonEntity:
          Name:
            NameFull: Deng D
      – PersonEntity:
          Name:
            NameFull: Yuan L
      – PersonEntity:
          Name:
            NameFull: Lu J
      – PersonEntity:
          Name:
            NameFull: Zeng J
      – PersonEntity:
          Name:
            NameFull: Jiang X
      – PersonEntity:
          Name:
            NameFull: Lyu X
      – PersonEntity:
          Name:
            NameFull: Chen L
      – PersonEntity:
          Name:
            NameFull: Hu B
      – PersonEntity:
          Name:
            NameFull: Tao J
      – PersonEntity:
          Name:
            NameFull: Liu Y
      – PersonEntity:
          Name:
            NameFull: Wang G
      – PersonEntity:
          Name:
            NameFull: Zhu G
      – PersonEntity:
          Name:
            NameFull: Yao Z
      – PersonEntity:
          Name:
            NameFull: Xu Q
      – PersonEntity:
          Name:
            NameFull: Yang B
      – PersonEntity:
          Name:
            NameFull: Wang Y
      – PersonEntity:
          Name:
            NameFull: Ding Y
      – PersonEntity:
          Name:
            NameFull: Yang X
      – PersonEntity:
          Name:
            NameFull: Kai H
      – PersonEntity:
          Name:
            NameFull: Wu H
      – PersonEntity:
          Name:
            NameFull: Lu Q
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 12
              Text: 2024 Dec
              Type: published
              Y: 2024
          Identifiers:
            – Type: issn-electronic
              Value: 1468-3083
          Numbering:
            – Type: volume
              Value: 38
            – Type: issue
              Value: 12
          Titles:
            – TitleFull: Journal of the European Academy of Dermatology and Venereology : JEADV
              Type: main
ResultId 1