Bioinformatics | Systems Biology DeepBtoD: Improved RNA-binding proteins prediction via integrated deep learning. April 22, 2022
Computational Biology | Machine Learning | Systems Biology Mini-batch optimization enables training of ODE models on large-scale datasets. January 11, 2022
Synthetic Biology | Systems Biology DeepCME: A deep learning framework for computing solution statistics of the chemical master equation. December 8, 2021
Bioinformatics | Biomedical Research | Genomics | Systems Biology A roadmap for multi-omics data integration using deep learning. November 18, 2021
Systems Biology Developing an Embedding, Koopman and Autoencoder Technologies-Based Multi-Omics Time Series Predictive Model (EKATP) for Systems Biology research. November 12, 2021
Machine Learning | Oncology | Systems Biology Applied machine learning in cancer research: A systematic review for patient diagnosis, classification and prognosis. October 29, 2021
Microbiology | Synthetic Biology | Systems Biology Yeast cell segmentation in microstructured environments with deep learning. October 11, 2021
Chemoinformatics | Pharmacology | Systems Biology Trends in Deep Learning for Property-driven Drug Design. July 30, 2021
Bioinformatics | Metabolic Engineering | Systems Biology A deep learning approach to evaluate the feasibility of enzymatic reactions generated by retrobiosynthesis. January 2, 2021
Diabetology | Pharmacology | Systems Biology Systems Approach to Pathogenic Mechanism of Type 2 Diabetes and Drug Discovery Design Based on Deep Learning and Drug Design Specifications. December 30, 2020
Bioinformatics | Systems Biology DeepTFactor: A deep learning-based tool for the prediction of transcription factors. December 29, 2020
Bioinformatics | Oncology | Systems Biology Single Cell Systems Analysis: Decision Geometry In Outliers. December 28, 2020