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Reinforcing neuron extraction and spike inference in calcium imaging using deep self-supervised denoising.
Li, Xinyang; Zhang, Guoxun; Wu, Jiamin; Zhang, Yuanlong; Zhao, Zhifeng; Lin, Xing; Qiao, Hui; Xie, Hao; Wang, Haoqian; Fang, Lu; Dai, Qionghai.
Affiliation
  • Li X; Department of Automation, Tsinghua University, Beijing, China.
  • Zhang G; Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, China.
  • Wu J; Institute for Brain and Cognitive Sciences, Tsinghua University, Beijing, China.
  • Zhang Y; Beijing Key Laboratory of Multi-dimension & Multi-scale Computational Photography (MMCP), Tsinghua University, Beijing, China.
  • Zhao Z; Department of Automation, Tsinghua University, Beijing, China.
  • Lin X; Institute for Brain and Cognitive Sciences, Tsinghua University, Beijing, China.
  • Qiao H; Beijing Key Laboratory of Multi-dimension & Multi-scale Computational Photography (MMCP), Tsinghua University, Beijing, China.
  • Xie H; IDG/McGovern Institute for Brain Research, Tsinghua University, Beijing, China.
  • Wang H; Department of Automation, Tsinghua University, Beijing, China.
  • Fang L; Institute for Brain and Cognitive Sciences, Tsinghua University, Beijing, China.
  • Dai Q; Beijing Key Laboratory of Multi-dimension & Multi-scale Computational Photography (MMCP), Tsinghua University, Beijing, China.
Nat Methods ; 18(11): 1395-1400, 2021 11.
Article in En | MEDLINE | ID: mdl-34400836
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Full text: 1 Database: MEDLINE Main subject: Algorithms / Image Processing, Computer-Assisted / Action Potentials / Diagnostic Imaging / Calcium / Signal-To-Noise Ratio / Neurons Type of study: Diagnostic_studies Limits: Animals Language: En Journal: Nat Methods Journal subject: TECNICAS E PROCEDIMENTOS DE LABORATORIO Year: 2021 Type: Article Affiliation country: China
Fulltext
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Full text: 1 Database: MEDLINE Main subject: Algorithms / Image Processing, Computer-Assisted / Action Potentials / Diagnostic Imaging / Calcium / Signal-To-Noise Ratio / Neurons Type of study: Diagnostic_studies Limits: Animals Language: En Journal: Nat Methods Journal subject: TECNICAS E PROCEDIMENTOS DE LABORATORIO Year: 2021 Type: Article Affiliation country: China