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Deep Learning of Nanopore Sensing Signals Using a Bi-Path Network

[Image: see text] Temporal changes in electrical resistance of a nanopore sensor caused by translocating target analytes are recorded as a sequence of pulses on current traces. Prevalent algorithms for feature extraction in pulse-like signals lack objectivity because empirical amplitude thresholds a...

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Detalles Bibliográficos
Autores principales: Dematties, Dario, Wen, Chenyu, Pérez, Mauricio David, Zhou, Dian, Zhang, Shi-Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2021
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8482760/
https://www.ncbi.nlm.nih.gov/pubmed/34583465
http://dx.doi.org/10.1021/acsnano.1c03842