EDITORIAL
Published on 26 Feb 2020
Editorial: Deep Learning for Toxicity and Disease Prediction
doi 10.3389/fgene.2020.00175
- 2,749 views
- 5 citations
- Frontiers in Genetics
- Toxicogenomics
- Research Topics
- Deep Learning for Toxicity and Disease Prediction
Deep Learning for Toxicity and Disease Prediction
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Articles
ORIGINAL RESEARCH
Published on 13 Aug 2019
Deep Learning-Based Structure-Activity Relationship Modeling for Multi-Category Toxicity Classification: A Case Study of 10K Tox21 Chemicals With High-Throughput Cell-Based Androgen Receptor Bioassay Data
doi 10.3389/fphys.2019.01044
- 6,761 views
- 45 citations
ORIGINAL RESEARCH
Published on 09 Jul 2019
Five-Feature Model for Developing the Classifier for Synergistic vs. Antagonistic Drug Combinations Built by XGBoost
doi 10.3389/fgene.2019.00600
- 6,151 views
- 51 citations
ORIGINAL RESEARCH
Published on 24 Apr 2019
A Novel Deep Neural Network Model for Multi-Label Chronic Disease Prediction
doi 10.3389/fgene.2019.00351
- 9,977 views
- 36 citations
ORIGINAL RESEARCH
Published on 28 Mar 2019
Optimization of a Deep-Learning Method Based on the Classification of Images Generated by Parameterized Deep Snap a Novel Molecular-Image-Input Technique for Quantitative Structure–Activity Relationship (QSAR) Analysis
doi 10.3389/fbioe.2019.00065
- 9,756 views
- 37 citations
ORIGINAL RESEARCH
Published on 19 Feb 2019
Deep Learning Based Analysis of Histopathological Images of Breast Cancer
doi 10.3389/fgene.2019.00080
- 32,300 views
- 240 citations
METHODS
Published on 15 Feb 2019
Deep Learning-Based Segmentation and Quantification of Cucumber Powdery Mildew Using Convolutional Neural Network
doi 10.3389/fpls.2019.00155
- 13,611 views
- 184 citations
ORIGINAL RESEARCH
Published on 29 Jan 2019
deepDriver: Predicting Cancer Driver Genes Based on Somatic Mutations Using Deep Convolutional Neural Networks
doi 10.3389/fgene.2019.00013
- 13,660 views
- 88 citations
ORIGINAL RESEARCH
Published on 04 Dec 2018
RDAD: A Machine Learning System to Support Phenotype-Based Rare Disease Diagnosis
doi 10.3389/fgene.2018.00587
- 8,687 views
- 35 citations
ORIGINAL RESEARCH
Published on 27 Nov 2018
Prediction of Drug-Likeness Using Deep Autoencoder Neural Networks
doi 10.3389/fgene.2018.00585
- 11,221 views
- 60 citations
ORIGINAL RESEARCH
Published on 18 Oct 2018
Deep Learning-Based Multi-Omics Data Integration Reveals Two Prognostic Subtypes in High-Risk Neuroblastoma
doi 10.3389/fgene.2018.00477
- 20,549 views
- 161 citations
ORIGINAL RESEARCH
Published on 29 Aug 2018
High-Performance Deep Neural Network-Based Tomato Plant Diseases and Pests Diagnosis System With Refinement Filter Bank
doi 10.3389/fpls.2018.01162
- 12,356 views
- 156 citations
Published in
Frontiers in Genetics
Toxicogenomics
Systems Biology Archive
OfflineComputational Genomics
Participating Journals
Frontiers in Bioengineering and Biotechnology
Computational Genomics
- 4.3 impact factor
- 8.3 citescore
Frontiers in Physiology
Systems Biology Archive
- 3.2 impact factor
- 6.5 citescore
Frontiers in Plant Science
Computational Genomics
- 4.1 impact factor
- 7.3 citescore