… a deep neural network-based NP classification tool called “NPClassifier”, which is freely
available at https://npclassifier.ucsd.… NPClassifier was developed using supervised feed-forward …

… classification was carried out primarily using the online deep neural network-based structural
classification ontology tool … out using the online tool NPClassifier, and secondarily using …

… Thus, a holistic and automatic NP classification framework could have considerable value to
… introduce NPClassifier, the first deep-learning tool for the automated structural classification …

… the trained model and known natural product SMILES from the COCONUT database (Fig.
2c). NPClassifier 43 is a deep learning tool that considers structural features (counted Morgan …

… a deep NN-based NP classification system, “NP classifier,” … features, and structural details.
The author anticipated that … The author has generated a deep neural network incorporated …

… serve as input to recurrent neural network (RNN) and convolutional neural network (CNN) …
NPClassifier provides a deeper annotation of NPs beyond their structural information (eg, the …

… small molecule structures, NP Classifier (5) and ClassyFire (17). NP Classifier employs a
biosynthetic ontology that is specific to natural products and is based on classifications that are …

… the NPClassifier using SIRIUS, a deep neural network-based tool for NP classification. …
from GNPS library matching and in-silico structure prediction), IMN4NPD employs a deep neural …

… ’s chemical class association rather than full structure resolution. Albeit not as … NPClassifier
was chosen for the task of spectra labeling due to its higher specificity for natural product …

… This review focus on a subtype of deep learning algorithm named graph neural network (…
NPClassifier developed by Kim et al., for example, can aid in the recognition of the structural …