Journal Of Cheminformatics

Journal Of Cheminformatics

化学信息学杂志

  • 2区 中科院分区
  • Q1 JCR分区

高引用文章

文章名称 引用次数
Mordred: a molecular descriptor calculator 58
BioTransformer: a comprehensive computational tool for small molecule metabolism prediction and metabolite identification 33
ADMETlab: a platform for systematic ADMET evaluation based on a comprehensively collected ADMET database 33
OPERA models for predicting physicochemical properties and environmental fate endpoints 29
Molecular generative model based on conditional variational autoencoder for de novo molecular design 29
Exploring the GDB-13 chemical space using deep generative models 20
Randomized SMILES strings improve the quality of molecular generative models 20
Large scale comparison of QSAR and conformal prediction methods and their applications in drug discovery 19
PyBioMed: a python library for various molecular representations of chemicals, proteins and DNAs and their interactions 18
Multi-objective de novo drug design with conditional graph generative model 18
A de novo molecular generation method using latent vector based generative adversarial network 17
MS-Ready structures for non-targeted high-resolution mass spectrometry screening studies 16
P2Rank: machine learning based tool for rapid and accurate prediction of ligand binding sites from protein structure 16
Using SMILES strings for the description of chemical connectivity in the Crystallography Open Database 14
DockRMSD: an open-source tool for atom mapping and RMSD calculation of symmetric molecules through graph isomorphism 14
A probabilistic molecular fingerprint for big data settings 14
Inferring potential small molecule-miRNA association based on triple layer heterogeneous network 12
The nature of ligand efficiency 10
Software solutions for evaluation and visualization of laser ablation inductively coupled plasma mass spectrometry imaging (LA-ICP-MSI) data: a short overview 9
Effect of missing data on multitask prediction methods 9
An automated framework for NMR chemical shift calculations of small organic molecules 8
A new semi-automated workflow for chemical data retrieval and quality checking for modeling applications 8
DNAmod: the DNA modification database 7
Open-source QSAR models for pKa prediction using multiple machine learning approaches 7
Rapid prediction of NMR spectral properties with quantified uncertainty 7
QligFEP: an automated workflow for small molecule free energy calculations in Q 7
PubChem chemical structure standardization 7
Dataset's chemical diversity limits the generalizability of machine learning predictions 7
A retrosynthetic analysis algorithm implementation 6
Life beyond the Tanimoto coefficient: similarity measures for interaction fingerprints 6
Evaluating parameters for ligand-based modeling with random forest on sparse data sets 6
Efficient learning of non-autoregressive graph variational autoencoders for molecular graph generation 6
Putting hands to rest: efficient deep CNN-RNN architecture for chemical named entity recognition with no hand-crafted rules 5
DLIGAND2: an improved knowledge-based energy function for protein-ligand interactions using the distance-scaled, finite, ideal-gas reference state 5
ACID: a free tool for drug repurposing using consensus inverse docking strategy 5
JPlogP: an improved logP predictor trained using predicted data 5
International chemical identifier for reactions (RInChI) 5
KekuleScope: prediction of cancer cell line sensitivity and compound potency using convolutional neural networks trained on compound images 5
3D-QSAR study of steroidal and azaheterocyclic human aromatase inhibitors using quantitative profile of protein-ligand interactions 5
Bayesian optimization for conformer generation 5
The dye-sensitized solar cell database 5
A confidence predictor for logD using conformal regression and a support-vector machine 4
Probing the chemical-biological relationship space with the Drug Target Explorer 4
Binding mode information improves fragment docking 4
Algorithm-supported, mass and sequence diversity-oriented random peptide library design 4
An automated framework for QSAR model building 4
HAMdb: a database of human autophagy modulators with specific pathway and disease information 4
Combining structural and bioactivity-based fingerprints improves prediction performance and scaffold hopping capability 4
A new chemoinformatics approach with improved strategies for effective predictions of potential drugs 4
Cheminformatics-based enumeration and analysis of large libraries of macrolide scaffolds 4