Bioinformatics | Computational Biology | Genomics A variational autoencoder trained with priors from canonical pathways increases the interpretability of transcriptome data. July 3, 2024
Drug Discovery | Neuropsychiatry | Oncology | Pharmacology MTMol-GPT: De novo multi-target molecular generation with transformer-based generative adversarial imitation learning. June 26, 2024
Biology | Computer Science A toolkit for the dynamic study of air sacs in siamang and other elastic circular structures. June 24, 2024
Protein bioinformatics | Structural Biology Protein loop structure prediction by community-based deep learning and its application to antibody CDR H3 loop modeling. June 24, 2024
Cardiology | Radiology Image2Flow: A proof-of-concept hybrid image and graph convolutional neural network for rapid patient-specific pulmonary artery segmentation and CFD flow field calculation from 3D cardiac MRI data. June 20, 2024
Computer Science | Neurology How well do models of visual cortex generalize to out of distribution samples? May 31, 2024
Bioinformatics | Biomedical Research Leveraging conformal prediction to annotate enzyme function space with limited false positives. May 29, 2024
Bioinformatics | Computational Biology | Proteomics Transferable deep generative modeling of intrinsically disordered protein conformations. May 23, 2024
Biomechanics | Developmental Biology | Neurology Versatile multiple object tracking in sparse 2D/3D videos via deformable image registration. May 20, 2024
Biotechnological research | Pharmaceutical A multimodal Transformer Network for protein-small molecule interactions enhances predictions of kinase inhibition and enzyme-substrate relationships. May 20, 2024
Machine Learning | Oncology UNNT: A novel Utility for comparing Neural Net and Tree-based models. April 29, 2024
Epidemiology | Infectious Diseases | Public Health DeepDynaForecast: Phylogenetic-informed graph deep learning for epidemic transmission dynamic prediction. April 10, 2024