AI Medical Compendium Journal:
Frontiers in genetics

Showing 41 to 44 of 44 articles

MADS-Box Gene Classification in Angiosperms by Clustering and Machine Learning Approaches.

Frontiers in genetics
The MADS-box gene family is an important transcription factor family involved in floral organogenesis. The previously proposed ABCDE model suggests that different floral organ identities are controlled by various combinations of classes of MADS-box g...

Embedding of Genes Using Cancer Gene Expression Data: Biological Relevance and Potential Application on Biomarker Discovery.

Frontiers in genetics
Artificial neural networks (ANNs) have been utilized for classification and prediction task with remarkable accuracy. However, its implications for unsupervised data mining using molecular data is under-explored. We found that embedding can extract b...

ir-HSP: Improved Recognition of Heat Shock Proteins, Their Families and Sub-types Based On -Spaced Di-peptide Features and Support Vector Machine.

Frontiers in genetics
Heat shock proteins (HSPs) play a pivotal role in cell growth and variability. Since conventional approaches are expensive and voluminous protein sequence information is available in the post-genomic era, development of an automated and accurate comp...

An Expanded Analysis of Pharmacogenetics Determinants of Efavirenz Response that Includes 3'-UTR Single Nucleotide Polymorphisms among Black South African HIV/AIDS Patients.

Frontiers in genetics
INTRODUCTION: Efavirenz (EFV) is a non-nucleoside reverse transcriptase inhibitor prescribed as part of first-line highly active antiretroviral therapy (HAART) in South Africa. Despite administration of fixed doses of EFV, inter-individual variabilit...