Neuroscience Effective and efficient neural networks for spike inference from calcium imaging. June 16, 2023
Bioinformatics | Machine Learning | Oncology Systematic comparison of multi-omics survival models reveals a widespread lack of noise resistance. May 9, 2023
Pharmacology | Systems Biology Hierarchical multi-omics data integration and modeling predict cell-specific chemical proteomics and drug responses. May 9, 2023
Neurology | Neuroscience COMBINe enables automated detection and classification of neurons and astrocytes in tissue-cleared mouse brains. May 9, 2023
Bioinformatics | Molecular Biology | Proteomics MIND-S is a deep-learning prediction model for elucidating protein post-translational modifications in human diseases. April 14, 2023
Behavioral Biology | Computational Biology : Quantification of user-defined animal behaviors using learning-based holistic assessment. April 14, 2023
Bioinformatics | Oncology | Pharmacology A hybrid deep forest-based method for predicting synergistic drug combinations. March 20, 2023
Neurology | Pharmacology | Psychiatry Social behavioral profiling by unsupervised deep learning reveals a stimulative effect of dopamine D3 agonists on zebrafish sociality. February 23, 2023
Bioinformatics | Genomics Graph embedding and Gaussian mixture variational autoencoder network for end-to-end analysis of single-cell RNA sequencing data. February 23, 2023
Cell Biology | Genetics Applications of deep learning in understanding gene regulation. February 23, 2023
Cell Biology | Imaging Analysis Fisheye transformation enhances deep-learning-based single-cell phenotyping by including cellular microenvironment. January 2, 2023
Drug Development | Immunology | Vaccine Development Improving MHC class I antigen-processing predictions using representation learning and cleavage site-specific kernels. September 26, 2022