Embryology | Genetics | Pediatrics DeepFace: Deep learning-based framework to contextualize orofacial cleft-related variants during human embryonic craniofacial development. May 26, 2024
Disease Studies | Functional Genomics | Genetics DeepFun: a deep learning sequence-based model to decipher non-coding variant effect in a tissue- and cell type-specific manner. May 28, 2021
Data Science | Genomics | Oncology Deep generative neural network for accurate drug response imputation. March 20, 2021
Bioinformatics | Genetics Predicting regulatory variants using a dense epigenomic mapped CNN model elucidated the molecular basis of trait-tissue associations. December 10, 2020
Bioinformatics | Genomics | Oncology Decoding whole-genome mutational signatures in 37 human pan-cancers by denoising sparse autoencoder neural network. June 12, 2020
Bioinformatics | Genomics Decoding regulatory structures and features from epigenomics profiles: a Roadmap-ENCODE Variational Auto-Encoder (RE-VAE) model. November 1, 2019