LPNet: A lightweight CNN with discrete wavelet pooling strategies for colon polyps classification
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22825
Abstract: The traditional process of disease diagnosis from medical images follows a manual process, which is tedious and arduous. A computer‐aided diagnosis (CADs) system can work as an assistive tool to improve the diagnosis process. In… read more here.
Keywords: wavelet; lpnet; pooling strategies; discrete wavelet ... See more keywords
Evaluation of efficiency and sensitivity of 1D and 2D sample pooling strategies for SARS-CoV-2 RT-qPCR screening purposes
Sign Up to like & getrecommendations! Published in 2022 at "Scientific Reports"
DOI: 10.1038/s41598-022-10581-6
Abstract: To increase the throughput, lower the cost, and save scarce test reagents, laboratories can pool patient samples before SARS-CoV-2 RT-qPCR testing. While different sample pooling methods have been proposed and effectively implemented in some laboratories,… read more here.
Keywords: efficiency sensitivity; cov qpcr; pooling strategies; sample pooling ... See more keywords
DOPE: D-Optimal Pooling Experimental design with application for SARS-CoV-2 screening
Sign Up to like & getrecommendations! Published in 2021 at "Journal of the American Medical Informatics Association : JAMIA"
DOI: 10.1093/jamia/ocab169
Abstract: Abstract Objective Testing individuals for the presence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the pathogen causing the coronavirus disease 2019 (COVID-19), is crucial for curtailing transmission chains. Moreover, rapidly testing many potentially infected… read more here.
Keywords: dope; pooling strategies; experimental design; dope optimal ... See more keywords
Utilizing the ultrasensitive Schistosoma up-converting phosphor lateral flow circulating anodic antigen (UCP-LF CAA) assay for sample pooling-strategies
Sign Up to like & getrecommendations! Published in 2017 at "Infectious Diseases of Poverty"
DOI: 10.1186/s40249-017-0368-1
Abstract: BackgroundMethodological applications of the high sensitivity genus-specific Schistosoma CAA strip test, allowing detection of single worm active infections (ultimate sensitivity), are discussed for efficient utilization in sample pooling strategies. Besides relevant cost reduction, pooling of… read more here.
Keywords: pooling strategies; worm; level; sensitivity ... See more keywords
Pooling strategies in V1 can account for the functional and structural diversity across species
Sign Up to like & getrecommendations! Published in 2022 at "PLoS Computational Biology"
DOI: 10.1371/journal.pcbi.1010270
Abstract: Neurons in the primary visual cortex are selective to orientation with various degrees of selectivity to the spatial phase, from high selectivity in simple cells to low selectivity in complex cells. Various computational models have… read more here.
Keywords: emergence complex; pooling strategies; orientation maps; orientation ... See more keywords