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• W3204648240 abstract "Nanopore technology holds great promise for a wide range of applications such as biomedical sensing, chemical detection, desalination, and energy conversion. For sensing performed in electrolytes in particular, abundant information about the translocating analytes is hidden in the fluctuating monitoring ionic current contributed from interactions between the analytes and the nanopore. Such ionic currents are inevitably affected by noise; hence, signal processing is an inseparable component of sensing in order to identify the hidden features in the signals and to analyze them. This Guide starts from untangling the signal processing flow and categorizing the various algorithms developed to extracting the useful information. By sorting the algorithms under Machine Learning (ML)-based versus non-ML-based, their underlying architectures and properties are systematically evaluated. For each category, the development tactics and features of the algorithms with implementation examples are discussed by referring to their common signal processing flow graphically summarized in a chart and by highlighting their key issues tabulated for clear comparison. How to get started with building up an ML-based algorithm is subsequently presented. The specific properties of the ML-based algorithms are then discussed in terms of learning strategy, performance evaluation, experimental repeatability and reliability, data preparation, and data utilization strategy. This Guide is concluded by outlining strategies and considerations for prospect algorithms." @default.
• W3204648240 created "2021-10-11" @default.
• W3204648240 creator A5012083077 @default.
• W3204648240 creator A5013274236 @default.
• W3204648240 creator A5073461361 @default.
• W3204648240 date "2021-10-04" @default.
• W3204648240 modified "2023-10-16" @default.
• W3204648240 title "A Guide to Signal Processing Algorithms for Nanopore Sensors" @default.
• W3204648240 cites W1781340781 @default.
• W3204648240 cites W1865546541 @default.
• W3204648240 cites W1927956380 @default.
• W3204648240 cites W1965151798 @default.
• W3204648240 cites W1982280799 @default.
• W3204648240 cites W1991093435 @default.
• W3204648240 cites W2007684583 @default.
• W3204648240 cites W2018822918 @default.
• W3204648240 cites W2027359820 @default.
• W3204648240 cites W2034847296 @default.
• W3204648240 cites W2064675550 @default.
• W3204648240 cites W2067689618 @default.
• W3204648240 cites W2083782746 @default.
• W3204648240 cites W2097065797 @default.
• W3204648240 cites W2097117768 @default.
• W3204648240 cites W2100810979 @default.
• W3204648240 cites W2106401878 @default.
• W3204648240 cites W2109069671 @default.
• W3204648240 cites W2112796928 @default.
• W3204648240 cites W2115650093 @default.
• W3204648240 cites W2133372935 @default.
• W3204648240 cites W2137018822 @default.
• W3204648240 cites W2140494000 @default.
• W3204648240 cites W2155653793 @default.
• W3204648240 cites W2162910164 @default.
• W3204648240 cites W2165850619 @default.
• W3204648240 cites W2167277498 @default.
• W3204648240 cites W2274936080 @default.
• W3204648240 cites W2286922890 @default.
• W3204648240 cites W2299591620 @default.
• W3204648240 cites W2316903776 @default.
• W3204648240 cites W2317941865 @default.
• W3204648240 cites W2328788097 @default.
• W3204648240 cites W2332407442 @default.
• W3204648240 cites W2338392657 @default.
• W3204648240 cites W2344688805 @default.
• W3204648240 cites W2346680365 @default.
• W3204648240 cites W2399805483 @default.
• W3204648240 cites W2410867383 @default.
• W3204648240 cites W2537767267 @default.
• W3204648240 cites W2540379510 @default.
• W3204648240 cites W2549139847 @default.
• W3204648240 cites W2557173833 @default.
• W3204648240 cites W2562252980 @default.
• W3204648240 cites W2586103361 @default.
• W3204648240 cites W2588911568 @default.
• W3204648240 cites W2741056065 @default.
• W3204648240 cites W2746791238 @default.
• W3204648240 cites W2750301853 @default.
• W3204648240 cites W2772905275 @default.
• W3204648240 cites W2775403624 @default.
• W3204648240 cites W2782968570 @default.
• W3204648240 cites W2794569677 @default.
• W3204648240 cites W2804251042 @default.
• W3204648240 cites W2807257562 @default.
• W3204648240 cites W2808961480 @default.
• W3204648240 cites W2892075913 @default.
• W3204648240 cites W2894558132 @default.
• W3204648240 cites W2894834497 @default.
• W3204648240 cites W2899436384 @default.
• W3204648240 cites W2900024189 @default.
• W3204648240 cites W2903402350 @default.
• W3204648240 cites W2908261006 @default.
• W3204648240 cites W2916945258 @default.
• W3204648240 cites W2919115771 @default.
• W3204648240 cites W2921905012 @default.
• W3204648240 cites W2936223241 @default.
• W3204648240 cites W2945711050 @default.
• W3204648240 cites W2945903506 @default.
• W3204648240 cites W2947049608 @default.
• W3204648240 cites W2949649541 @default.
• W3204648240 cites W2951108438 @default.
• W3204648240 cites W2963446712 @default.
• W3204648240 cites W2978535631 @default.
• W3204648240 cites W2978953816 @default.
• W3204648240 cites W2979986216 @default.
• W3204648240 cites W3000082467 @default.
• W3204648240 cites W3000521929 @default.
• W3204648240 cites W3007935259 @default.
• W3204648240 cites W3016275791 @default.
• W3204648240 cites W3024430920 @default.
• W3204648240 cites W3033291673 @default.
• W3204648240 cites W3047277824 @default.
• W3204648240 cites W3047373814 @default.
• W3204648240 cites W3089008162 @default.
• W3204648240 cites W3090701675 @default.
• W3204648240 cites W3093502028 @default.
• W3204648240 cites W3100709371 @default.
• W3204648240 cites W3107013815 @default.
• W3204648240 cites W3107287854 @default.

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