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Deep learning of cross-species single-cell landscapes identifies conserved regulatory programs underlying cell types.
Li, Jiaqi; Wang, Jingjing; Zhang, Peijing; Wang, Renying; Mei, Yuqing; Sun, Zhongyi; Fei, Lijiang; Jiang, Mengmeng; Ma, Lifeng; E, Weigao; Chen, Haide; Wang, Xinru; Fu, Yuting; Wu, Hanyu; Liu, Daiyuan; Wang, Xueyi; Li, Jingyu; Guo, Qile; Liao, Yuan; Yu, Chengxuan; Jia, Danmei; Wu, Jian; He, Shibo; Liu, Huanju; Ma, Jun; Lei, Kai; Chen, Jiming; Han, Xiaoping; Guo, Guoji.
Affiliation
  • Li J; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Wang J; Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou, China.
  • Zhang P; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China. jingjingw@zju.edu.cn.
  • Wang R; Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou, China. jingjingw@zju.edu.cn.
  • Mei Y; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Sun Z; Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou, China.
  • Fei L; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Jiang M; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Ma L; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • E W; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Chen H; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Wang X; Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou, China.
  • Fu Y; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Wu H; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Liu D; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Wang X; Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou, China.
  • Li J; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Guo Q; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Liao Y; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Yu C; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Jia D; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Wu J; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • He S; Zhejiang University-University of Edinburgh Institute, Zhejiang University School of Medicine, Zhejiang University, Hangzhou, China.
  • Liu H; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Ma J; Zhejiang Provincial Key Laboratory for Tissue Engineering and Regenerative Medicine, Dr. Li Dak Sum & Yip Yio Chin Center for Stem Cell and Regenerative Medicine, Hangzhou, China.
  • Lei K; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Chen J; Center for Stem Cell and Regenerative Medicine and Bone Marrow Transplantation Center of the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
  • Han X; Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, First Affiliated Hospital School of Medicine, Zhejiang University, Hangzhou, China.
  • Guo G; College of Control Science and Engineering, Zhejiang University, Hangzhou, China.
Nat Genet ; 54(11): 1711-1720, 2022 11.
Article in En | MEDLINE | ID: mdl-36229673
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Zebrafish / Deep Learning Type of study: Prognostic_studies Limits: Animals Language: En Journal: Nat Genet Journal subject: GENETICA MEDICA Year: 2022 Type: Article Affiliation country: China
Fulltext
Print
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PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Zebrafish / Deep Learning Type of study: Prognostic_studies Limits: Animals Language: En Journal: Nat Genet Journal subject: GENETICA MEDICA Year: 2022 Type: Article Affiliation country: China