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matlab 'feedforward' ann-function  (MathWorks Inc)


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    MathWorks Inc matlab 'feedforward' ann-function
    Matlab 'Feedforward' Ann Function, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/feedforward+function/pm26421636-67-3-1
    Average 90 stars, based on 1 article reviews
    matlab 'feedforward' ann-function - by Bioz Stars, 2026-09
    90/100 stars

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    Article Title: Infrared micro-spectroscopy for cyto-pathological classification of esophageal cells.
    Article Snippet: We report results from a study utilizing infrared spectral cytopathology (SCP) to detect abnormalities in exfoliated esophageal cells.. SCP has been developed over the past decade as an ancillary tool to classical cytopathology.. In SCP, the biochemical composition of individual cells is probed by collecting infrared absorption spectra from each individual, unstained cell, and correlating the observed spectral patterns, and the variations therein, against classical diagnostic methods to obtain an objective, machine-based classification of cells.

    Article Title: Spectral cytopathology: new aspects of data collection, manipulation and confounding effects.
    Article Snippet: This paper presents a short review on the improvements in data processing for spectral cytopathology, the diagnostic method developed for large scale diagnostic analysis of spectral data of individual dried and fixed cells.. This review is followed by the analysis of the confounding effects introduced by utilizing reflecting “low-emissivity” (low-e) slides as sample substrates in infrared micro-spectroscopy of biological samples such as individual dried cells or tissue sections.. The artifact introduced by these substrates, referred to as the “standing electromagnetic wave” artifact, indeed, distorts the spectra noticeably, as postulated recently by several research groups.

    Article Title: Molecular pathology via IR and Raman spectral imaging.
    Article Snippet: The MATLAB ‘feedforward’ ANN-function was utilized for ANN construction, employing 50 inputs (the ‘features’ discussed above), one hidden layer with two nodes, and one output neuron (cancer/normal).

    Article Title: Cancer screening via infrared spectral cytopathology (SCP): results for the upper respiratory and digestive tracts.
    Article Snippet: Instrumental advances in infrared micro-spectroscopy have made possible the observation of individual human cells and even subcellular structures.. The observed spectra represent a snapshot of the biochemical composition of a cell; this composition varies subtly but reproducibly with cellular effects such as progression through the cell cycle, cell maturation and differentiation, and disease.. The aim of this summary is to provide a synopsis of the progress achieved in infrared spectral cytopathology (SCP) – the combination of infrared micro-spectroscopy and multivariate methods of analysis – for the detection of abnormalities in exfoliated human cells of the upper respiratory and digestive tract, namely the oral and nasopharyngeal cavities, and the esophagus.



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