Bioinformatics | Computational Biology Exploring generative deep learning for omics data by using log-linear models. July 10, 2020
Bioinformatics | Oncology A novel deep mining model for effective knowledge discovery from omics data. June 5, 2020
Biomedical Research | Genomics | Machine Learning | Nephrology Machine learning, the kidney, and genotype-phenotype analysis. May 3, 2020
Bioinformatics | Machine Learning forgeNet: a graph deep neural network model using tree-based ensemble classifiers for feature graph construction. March 12, 2020
Oncology | Pharmacology A survey and systematic assessment of computational methods for drug response prediction. January 13, 2020
Bioinformatics | Oncology | Pharmacology A survey and systematic assessment of computational methods for drug response prediction. January 13, 2020
Bioinformatics | Genetics | Precision Medicine Classifying Promoters by Interpreting the Hidden Information of DNA Sequences via Deep Learning and Combination of Continuous FastText N-Grams. November 21, 2019
Bioinformatics | Oncology | Precision Medicine SALMON: Survival Analysis Learning With Multi-Omics Neural Networks on Breast Cancer. March 29, 2019
Biomedical Informatics | Functional Genomics Architectures and accuracy of artificial neural network for disease classification from omics data. March 29, 2019
Oncology | Precision Medicine Precision Oncology beyond Targeted Therapy: Combining Omics Data with Machine Learning Matches the Majority of Cancer Cells to Effective Therapeutics. February 1, 2019
Bioinformatics | Computational Biology | Genetics Rectified factor networks for biclustering of omics data. December 2, 2018
Biomarker Identification | Biomedicine | Drug Discovery Applications of Deep Learning in Biomedicine. December 20, 2017