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. 2025 Aug 27;17(9):1119. doi: 10.3390/pharmaceutics17091119
AI Artificial Intelligence
ADME Absorption, Distribution, Metabolism, and Excretion
ADMET Absorption, Distribution, Metabolism, Excretion, and Toxicity
ALE Accumulated Local Effects
CAM Class Activation Mapping
CNN Convolutional Neural Networks
DDI Drug–Drug Interactions
DL Deep Learning
DNA Deoxyribonucleic Acid
DTI drug–target interaction
EHR Electronic Health Records
FDA Food and Drug Administration
FL Federated learning
GAM Generalized Additive Models
GAP Global Average Pooling
GNN Graph Neural Networks
HGP Human Genome Project
HTS High-Throughput Screening
ICU Intensive Care Unit
IID Independent and Identically Distributed
LIME Local Interpretable Model-Agnostic Explanation
LLM Large Language Model
MDS Molecular Dynamics Simulations
ML Machine Learning
NLP Natural Language Processing
NN Neural Networks
PDP Partial Dependence Plots
QSAR Quantitative Structure–Activity Relationship
RNN Recurrent Neural Networks
SHAP Shapley Additive exPlanations
SVM Support vector Machine
XAI Explainable Artificial Intelligence