Conductance state classification.

A three-state guest-host peptide translocating via anthrax toxin PA. (A) Raw single-channel current record (purple trace), where open nanopore current is ~ 3 pA and time is sampled at 800 Hz. (B) Ground truth labeling of conductance state (black trace)...

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Bibliographische Detailangaben
1. Verfasser:	Bryan A. Krantz (22231982) (author)
Veröffentlicht:	2025
Schlagworte:	Biochemistry Biotechnology Cancer Space Science Biological Sciences not elsewhere classified Information Systems not elsewhere classified xlink "> rapid concept study demonstrates 9998 (&# 177 70 (&# 177 045 &# 8211 recurrent neural network state translocation data first stage employs discrete conductance states classifying mixture samples incorporating computed event included alongside event global kinetic features peptide analyte classification temporal convolutional network global features peptide classification dense network translocation events second stage conductance intermediates classifying peptides peptide analytes based classification event stochasticity vote aggregation significant challenge seven peptides processing large performance shows level features false positives disease diagnosis channel multi channel classifier biomedical applications accurate detection 01 )). 0006 ))
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Conductance state classification.

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