- Hands-on tutorial to Genome-wide Association Studies (GWAS)
- Accurate prediction of single-cell DNA methylation states using deep learning
- Deep Neural Networks Applications in Bioinformatics
- Automatic chemical design using a data-driven continuous representation of molecules
- Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks
- Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning
- Deep Learning for Population Genetic Inference
- Visualizing and Understanding Convolutional Networks
- DNN Applications to Bioinformatics
- The human splicing code reveals new insights into the genetic determinants of disease
- Deep Learning in Genomics and Biomedicine
- DanQ: a hybrid convolutional and recurrent deep neural network for quantifying the function of DNA sequences
- Supplementary Information for Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning
- Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks
- Accurate De Novo Prediction of Protein Contact Map by Ultra Deep Learning Model
- Deep learning for computational biology
- Basset: learning the regulatory code of the accessible genome with deep convolutional neural networks
- Protein secondary structure prediction using deep convolutional neural fields
- Deep Learning in Bioinformatics
- Convolutional LSTM Networks for Subcellular Localization of Proteins
- Machine learning in genetics and genomics
- Applications of Deep Learning in Biomedicine
- DeeperBind: Enhancing Prediction of Sequence Specificities of DNA Binding Proteins
- Predicting effects of noncoding variants with deep learning–based sequence model
- Deep Learning for genomic data analysis
- Learning structure in gene expression data using deep architectures, with an application to gene clustering
- DeepNano: Deep Recurrent Neural Networks for Base Calling in MinION Nanopore Reads
- On Modern Statistical Methods for Genetic Association Study: Structured Genome-Transcriptome-Phenome Association Analysis
- Supplementary Materials for The human splicing code reveals new insights into the genetic determinants of disease
- Bioinformatics Research and Applications
manjunath5496 / genomics-dl-papers Goto Github PK
View Code? Open in Web Editor NEW"The human interpretation of a disability is a primitive departmentalized view of ignorance." ― Alastair Agutter