Dissecting in silico Mutation Prediction of Variants in African Genomes: Challenges and Perspectives
Sign Up to like & getrecommendations! Published in 2019 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2019.00601
Abstract: Genomic medicine is set to drastically improve clinical care globally due to high throughput technologies which enable speedy in silico detection and analysis of clinically relevant mutations. However, the variability in the in silico prediction… read more here.
Keywords: african genomes; variants african; silico mutation; mutation prediction ... See more keywords
Sparse Regularized Autoencoders-Based Radiomics Data Augmentation for Improved EGFR Mutation Prediction in NSCLC
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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