Discovery of novel glycoside hydrolases from C-glycoside-degrading bacteria using sequence similarity network analysis.
Sign Up to like & getrecommendations! Published in 2021 at "Journal of microbiology"
DOI: 10.1007/s12275-021-1292-4
Abstract: C-Glycosides are an important type of natural product with significant bioactivities, and the C-glycosidic bonds of C-glycosides can be cleaved by several intestinal bacteria, as exemplified by the human faeces-derived puerarin-degrading bacterium Dorea strain PUE.… read more here.
Keywords: discovery novel; similarity network; glycoside hydrolases; sequence similarity ... See more keywords
Human microRNA similarity in breast cancer
Sign Up to like & getrecommendations! Published in 2021 at "Bioscience Reports"
DOI: 10.1042/bsr20211123
Abstract: Abstract MicroRNAs (miRNAs) play important roles in a variety of human diseases, including breast cancer. A number of miRNAs are up- and down-regulated in breast cancer. However, little is known about miRNA similarity and similarity… read more here.
Keywords: breast cancer; similarity; similarity network;
Novel Surrogate Measures Based on a Similarity Network for Neural Architecture Search
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3252887
Abstract: We propose two novel surrogate measures to predict the validation accuracy of the classification produced by a given neural architecture, thus eliminating the need to train it, in order to speed up neural architecture search… read more here.
Keywords: surrogate measures; similarity network; neural architecture; search ... See more keywords
Adversarial Spam Detector With Character Similarity Network
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3177726
Abstract: More and more social platforms suffer from the spam messages and trouble in detecting them. Lizhi, one of the most famous audio APPs in China, also suffers from the spam messages. The spam detector in… read more here.
Keywords: spam detector; spam; adversarial spam; character similarity ... See more keywords
Graph-Graph Similarity Network.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3218936
Abstract: Graph learning aims to predict the label for an entire graph. Recently, graph neural network (GNN)-based approaches become an essential strand to learning low-dimensional continuous embeddings of entire graphs for graph label prediction. While GNNs… read more here.
Keywords: graph graph; similarity; graph; label ... See more keywords
Assessing Laparoscopic Surgical Skills Using Similarity Network Models: A Pilot Study
Sign Up to like & getrecommendations! Published in 2021 at "Surgical Innovation"
DOI: 10.1177/15533506211002753
Abstract: Background: Medical devices are becoming more complex, and doctors need to learn quickly how to use new medical tools. However, it is challenging to objectively assess the fundamental laparoscopic surgical skill level and determine skill… read more here.
Keywords: laparoscopic surgical; similarity; training; similarity network ... See more keywords
Reconstruction of the Protein-Protein Interaction Network for Protein Complexes Identification by Walking on the Protein Pair Fingerprints Similarity Network
Sign Up to like & getrecommendations! Published in 2018 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2018.00272
Abstract: Identifying protein complexes from protein-protein interaction networks (PPINs) is important to understand the science of cellular organization and function. However, PPINs produced by high-throughput studies have high false discovery rate and only represent snapshot interaction… read more here.
Keywords: protein; network; similarity network; protein complexes ... See more keywords
Biomarker Identification through Multiomics Data Analysis of Prostate Cancer Prognostication Using a Deep Learning Model and Similarity Network Fusion
Sign Up to like & getrecommendations! Published in 2021 at "Cancers"
DOI: 10.3390/cancers13112528
Abstract: Simple Summary Around 30% of men treated with adjuvant therapy experience recurrences of prostate cancer (PC). Current monitoring of the relapse of PC requires regular postoperative prostate-specific antigen (PSA) value follow-up. Our study aims to… read more here.
Keywords: prostate; network fusion; value; similarity network ... See more keywords