Statistically unbiased prediction enables accurate denoising of voltage imaging data

Here we report SUPPORT (statistically unbiased prediction utilizing spatiotemporal information in imaging data), a self-supervised learning method for removing Poisson–Gaussian noise in voltage imaging data. SUPPORT is based on the insight that a pixel value in voltage imaging data is highly depende...

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Detalles Bibliográficos
Autores principales: Eom, Minho, Han, Seungjae, Park, Pojeong, Kim, Gyuri, Cho, Eun-Seo, Sim, Jueun, Lee, Kang-Han, Kim, Seonghoon, Tian, He, Böhm, Urs L., Lowet, Eric, Tseng, Hua-an, Choi, Jieun, Lucia, Stephani Edwina, Ryu, Seung Hyun, Rózsa, Márton, Chang, Sunghoe, Kim, Pilhan, Han, Xue, Piatkevich, Kiryl D., Choi, Myunghwan, Kim, Cheol-Hee, Cohen, Adam E., Chang, Jae-Byum, Yoon, Young-Gyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10555843/
https://www.ncbi.nlm.nih.gov/pubmed/37723246
http://dx.doi.org/10.1038/s41592-023-02005-8

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