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ProteomicsRefinement of paramagnetic bead–based digestion protocol for automatic sample preparation using an artificial neural network
Despite technological advances in the proteomics field, sample preparation still represents the main bottleneck in mass spectrometry (MS) analysis. Bead-based protein aggregation techniques have recently emerged as an efficient, reproducible, and high-throughput alternative for protein extraction an...
ORGANISM(S): Arabidopsis thaliana (Mouse-ear cress) Mus musculus (Mouse) Homo sapiens (Human) Escherichia coli Rattus norvegicus (Rat) 
2024-05-31 | PXD048358 | Pride
Bile Magnetic beads Protein aggregation Sp3 protein digestion Artificial neural network 
ModelsLópez-Cortés2020 - Prediction of Breast Cancer (BC) proteins involved in cancer immunotherapy using molecular descriptors and Multi Layer Perceptron (MLP) neural network
This study introduces a predictive classifier for breast cancer-related proteins, utilising a combination of protein sequence descriptors and machine learning techniques. The best-performing classifier is a Multi Layer Perceptron (artificial neural network) with 300 features, achieving an average Ar...
2023-10-09 | BIOMD0000001076 | BioModels
FAIR-AIML 
MetabolomicsMetabolic profiling of maternal serum of women at high-risk of spontaneous preterm birth using NMR and MGWAS approach
Preterm birth (PTB) is a leading global cause of infant mortality. Risk factors include genetics, lifestyle choices and infection. Understanding the mechanism of PTB could aid the development of novel approaches to prevent PTB. This study aimed to investigate the metabolic biomarkers of PTB in early...
2023-05-24 | MTBLS1990 | MetaboLights
GenomicsArtificial neural networks enable genome-scale simulations of intracellular signaling
Artificial neural networks enable genome-scale simulations of intracellular signaling
PRJNA836421 | ENA
UnknownLeveraging network motifs to improve artificial neural networks.
Not available
S-EPMC12748564 | biostudies-literature
UnknownOptimized Artificial Neural Network for Evaluation: C4 Alkylation Process Catalyzed by Concentrated Sulfuric Acid.
Not available
S-EPMC8756446 | biostudies-literature
UnknownState-of-the-art in artificial neural network applications: A survey.
Not available
S-EPMC6260436 | biostudies-literature
UnknownEarly Detection of Bacteraemia Using Ten Clinical Variables with an Artificial Neural Network Approach.
Not available
S-EPMC6832527 | biostudies-literature
UnknownScalable training of artificial neural networks with adaptive sparse connectivity inspired by network science.
Not available
S-EPMC6008460 | biostudies-literature
UnknownArtificial neural network prediction of antisense oligodeoxynucleotide activity.
Not available
S-EPMC140555 | biostudies-literature
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