Journal: Sensors (Basel, Switzerland)

Article Title: Classification of HEp-2 Staining Pattern Images Using Adapted Multilayer Perceptron Neural Network-Based Intra-Class Variation of Cell Shape

doi: 10.3390/s23042195

Figure Lengend Snippet: Results were achieved by the participants compared in terms of MCA to the recent methods, ICPR2014 and ICPR2016 contests (the first sixteenth rows of the table) and our adapted (MLP) classifier (the remaining rows of the table in bold text) over Task-1 training dataset.

Article Snippet: [ ] , – , CNN-based Softmax , rotation, cropping & flipping , 95.32 , 91.33.

Techniques: Extraction, Selection, Plasmid Preparation

Journal: PeerJ

Article Title: An experimental analysis of graph representation learning for Gene Ontology based protein function prediction

doi: 10.7717/peerj.18509

Figure Lengend Snippet: PPI graph embedding for PFP (model components).

Article Snippet: MSF-PFP , (2) , Global attention and CNN based module , InterPro, CNN based module , MLP , MLP.

Techniques: Sequencing

Journal: PeerJ

Article Title: An experimental analysis of graph representation learning for Gene Ontology based protein function prediction

doi: 10.7717/peerj.18509

Figure Lengend Snippet: PPI graph embedding for PFP (model evaluation).

Article Snippet: MSF-PFP , (2) , Global attention and CNN based module , InterPro, CNN based module , MLP , MLP.

Techniques:

Journal: PeerJ

Article Title: An experimental analysis of graph representation learning for Gene Ontology based protein function prediction

doi: 10.7717/peerj.18509

Figure Lengend Snippet: Contact graph embedding for PFP (model components).

Article Snippet: MSF-PFP , (2) , Global attention and CNN based module , InterPro, CNN based module , MLP , MLP.

Techniques: Sequencing, Residue

Journal: PeerJ

Article Title: An experimental analysis of graph representation learning for Gene Ontology based protein function prediction

doi: 10.7717/peerj.18509

Figure Lengend Snippet: GO graph embedding for PFP (model components).

Article Snippet: MSF-PFP , (2) , Global attention and CNN based module , InterPro, CNN based module , MLP , MLP.

Techniques: Sequencing, Residue

Journal: Journal of Pain Research

Article Title: Global Trends of Gastrointestinal Endoscopy Anesthesia/Sedation: A Bibliometric Study (from 2001 to 2022)

doi: 10.2147/JPR.S408811

Figure Lengend Snippet: The Top 10 High-Cited Papers in GI Endoscopy Anesthesia Research from 2021 to 2022

Article Snippet: 6 , Wireless Capsule Endoscopy Bleeding Images Classification Using CNN Based Model , Rustam, F , IEEE Access , 2021 , 21 , Q2 , 3.476.

Techniques: Comparison, Clinical Proteomics