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Structured Sparse Regularized TSK Fuzzy System for predicting therapeutic peptides

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1 Published in 2022 at "Briefings in bioinformatics"

DOI: 10.1093/bib/bbac135

Abstract: Therapeutic peptides act on the skeletal system, digestive system and blood system, have antibacterial properties and help relieve inflammation. In order to reduce the resource consumption of wet experiments for the identification of therapeutic peptides,… read more here.

Keywords: therapeutic peptides; system; structured sparse; sparse regularized ... See more keywords

Sparse Regularized Optimal Transport with Deformed q-Entropy

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1 Published in 2022 at "Entropy"

DOI: 10.3390/e24111634

Abstract: Optimal transport is a mathematical tool that has been a widely used to measure the distance between two probability distributions. To mitigate the cubic computational complexity of the vanilla formulation of the optimal transport problem,… read more here.

Keywords: optimal transport; entropy sparse; transport; regularized optimal ... See more keywords

Sparse Regularized Autoencoders-Based Radiomics Data Augmentation for Improved EGFR Mutation Prediction in NSCLC

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0 Published in 2025 at "Future Internet"

DOI: 10.3390/fi17110495

Abstract: Lung cancer (LC) remains a leading cause of cancer mortality worldwide, where accurate and early identification of gene mutations such as epidermal growth factor receptor (EGFR) is critical for precision treatment. However, machine learning-based radiomics… read more here.

Keywords: based radiomics; sparse regularized; mutation prediction; regularized autoencoders ... See more keywords