AIMC Topic: Autophagy-Related Protein-1 Homolog

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Discovery of novel ULK1 inhibitors through machine learning-guided virtual screening and biological evaluation.

Future medicinal chemistry Aug 15, 2024
Build a virtual screening model for ULK1 inhibitors based on artificial intelligence. Build machine learning and deep learning classification models and combine molecular docking and biological evaluation to screen ULK1 inhibitors from 13 million co...
Humans Machine Learning Molecular Docking Simulation Drug Discovery Molecular Structure Molecular Dynamics Simulation Drug Evaluation, Preclinical Protein Kinase Inhibitors Intracellular Signaling Peptides and Proteins Autophagy-Related Protein-1 Homolog
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Machine learning with autophagy-related proteins for discriminating renal cell carcinoma subtypes.

Scientific reports Jan 20, 2020
Machine learning techniques have been previously applied for classification of tumors based largely on morphological features of tumor cells recognized in H&E images. Here, we tested the possibility of using numeric data acquired from software-based ...
Humans Machine Learning RNA, Messenger Gene Expression Autophagy Kidney Neoplasms Microtubule-Associated Proteins Carcinoma, Renal Cell Intracellular Signaling Peptides and Proteins Autophagy-Related Proteins Autophagy-Related Protein 5 Autophagy-Related Protein-1 Homolog
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