Bioinformatics | Genomics | Machine Learning Scaling cross-tissue single-cell annotation models. October 24, 2023
Bioinformatics | Cell Biology | Pathology Learning consistent subcellular landmarks to quantify changes in multiplexed protein maps. May 29, 2023
Bioinformatics | Computational Biology | Pharmacology Predicting cellular responses to complex perturbations in high-throughput screens. May 8, 2023
Bioinformatics | Computational Biology | Genomics Biologically informed deep learning to query gene programs in single-cell atlases. February 2, 2023
Bioinformatics | Computational Biology Mapping single-cell data to reference atlases by transfer learning. August 31, 2021
Bioinformatics | Mass Spectrometry | Proteomics Deep learning the collisional cross sections of the peptide universe from a million experimental values. February 20, 2021
Comparative Effectiveness Research | Oncology Deep learning-based propensity scores for confounding control in comparative effectiveness research: A large-scale, real-world data study. February 16, 2021
Radiology A sparse deep learning approach for automatic segmentation of human vasculature in multispectral optoacoustic tomography. November 16, 2020
Immunology | Pathology identification of apoptotic and extracellular vesicle-bound live cells using image-based deep learning. September 19, 2020
Bioinformatics | Immunology Predicting antigen specificity of single T cells basedĀ on TCR CDR3 regions. August 11, 2020
Genetics | Neurology | Psychiatry DeepWAS: Multivariate genotype-phenotype associations by directly integrating regulatory information using deep learning. February 3, 2020