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BMCBI
2007
153views more  BMCBI 2007»
13 years 4 months ago
Analysis of nanopore detector measurements using Machine-Learning methods, with application to single-molecule kinetic analysis
Background: A nanopore detector has a nanometer-scale trans-membrane channel across which a potential difference is established, resulting in an ionic current through the channel ...
Matthew Landry, Stephen Winters-Hilt
BMCBI
2007
115views more  BMCBI 2007»
13 years 4 months ago
A novel, fast, HMM-with-Duration implementation - for application with a new, pattern recognition informed, nanopore detector
Background: Hidden Markov Models (HMMs) provide an excellent means for structure identification and feature extraction on stochastic sequential data. An HMM-with-Duration (HMMwD) ...
Stephen Winters-Hilt, Carl Baribault
BMCBI
2007
103views more  BMCBI 2007»
13 years 4 months ago
Nanopore-based kinetics analysis of individual antibody-channel and antibody-antigen interactions
Background: The UNO/RIC Nanopore Detector provides a new way to study the binding and conformational changes of individual antibodies. Many critical questions regarding antibody f...
Stephen Winters-Hilt, Eric Morales, Iftekhar Amin,...