Optimized Data Set and Feature Construction for Substrate Prediction of Membrane Transporters
Sign Up to like & getrecommendations! Published in 2022 at "Journal of chemical information and modeling"
DOI: 10.1021/acs.jcim.2c00850
Abstract: α-Helical transmembrane proteins termed membrane transporters mediate the passage of small hydrophilic substrate molecules across biological lipid bilayer membranes. Annotating the specific substrates of the dozens to hundreds of individual transporters of an organism is… read more here.
Keywords: set feature; substrate; membrane transporters; optimized data ... See more keywords
Classification of breast masses in ultrasound images using self-adaptive differential evolution extreme learning machine and rough set feature selection
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Medical Imaging"
DOI: 10.1117/1.jmi.4.2.024507
Abstract: Abstract. A method using rough set feature selection and extreme learning machine (ELM) whose learning strategy and hidden node parameters are optimized by self-adaptive differential evolution (SaDE) algorithm for classification of breast masses is investigated.… read more here.
Keywords: machine; breast; feature selection; breast masses ... See more keywords