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filingDate 2019-04-23-04:00^^<http://www.w3.org/2001/XMLSchema#date>
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publicationDate 2022-03-02-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber EP-3959718-A1
titleOfInvention Device and method for localising or identifying malignancies
abstract Device and Method for localising or identifying malignancies A method performed in a computing device.The method comprises receiving at the computing device a plurality of spectra acquired from a corresponding plurality of aliquots containing a biophysiological carrier protein. At least one of a concentration of a spin probe and a concentration of a polar reagent varies between the aliquots. The computing device then determines biophysical parameters based on the received spectra and applies at least parts of the received spectra and the biophysical parameters as an input to a trained logistic regression model. The logistic regression model trained to determine a probability of applied input parameters relating to one or more of a plurality of predetermined diseases and/or disease localisations. The trained model is used to determine a probability of the input parameters relating to one or more of said predetermined diseases and/or disease localisations and outputs a result of the determination.
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