AIMC Topic: Dipeptidyl Peptidase 4

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Bioactivity predictions and virtual screening using machine learning predictive model.

Journal of biomolecular structure & dynamics May 1, 2025
Recently, there has been significant attention on machine learning algorithms for predictive modeling. Prediction models for enzyme inhibitors are limited, and it is essential to account for chemical biases while developing them. The lack of repeatab...
Humans Machine Learning Algorithms Molecular Docking Simulation Drug Discovery Molecular Dynamics Simulation Drug Evaluation, Preclinical Dipeptidyl Peptidase 4 Dipeptidyl-Peptidase IV Inhibitors
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StructuralDPPIV: a novel deep learning model based on atom structure for predicting dipeptidyl peptidase-IV inhibitory peptides.

Bioinformatics (Oxford, England) Feb 1, 2024
MOTIVATION: Diabetes is a chronic metabolic disorder that has been a major cause of blindness, kidney failure, heart attacks, stroke, and lower limb amputation across the world. To alleviate the impact of diabetes, researchers have developed the next...
Humans Peptides Deep Learning Diabetes Mellitus Amino Acids Dipeptidyl Peptidase 4
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