Code for Deep Learning Model Predicting Bioactivity from LC-MS Metabolomic Data of Fermented Milk
Awwad, Falah; Al-Sumaidaee, Ghassan
Description
This repository contains the complete Python codebase used in the manuscript titled "Predicting Functional Bioactivities in Fermented Milk Using Deep Learning on LC-MS Metabolomics". The code implements a deep learning model (1D-CNN) to predict nine bioactivity outcomes from LC-MS QTOF metabolomic profiles of fermented camel and bovine milk samples.
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Metrics Over Time
Publication Details
Subfield
Molecular Biology
Field
Biochemistry, Genetics and Molecular Biology
Domain
Life Sciences
Confidence Score
58%
Source
Scholar Data Model
Keywords
Food ScienceBioinformaticsFOS: Computer and information sciencesMachine LearningMetabolomicsDeep Learning