METHOD AND SYSTEM FOR IDENTIFYING AND UTILIZING FRUGAL MARKERS FOR CLASSIFICATION OF BIOLOGICAL SAMPLE
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United States of America Patent
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Issued Date -
Oct 24, 2024
app pub date -
Jan 29, 2024
filing date -
Jan 29, 2024
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Abstract
The present disclosure is related to method and system for identifying and utilizing frugal markers for classification of biological sample. Discovering an optimal and/or frugal set of features/biomarkers form a large set of features measured through high-throughput screening techniques, which can characterize a disease/anomaly with sufficient accuracy, still remains a challenge. According to the present disclosure, given a set of measurements of multiple features characterizing biological samples obtained from disease cases and healthy controls, a classification model combining the measured values of a small subset of the features is computed. The classification model is then used for classifying between disease cases and healthy controls.
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