Improving the Quantification of DNA Sequences Using Evolutionary Information Based on Deep Learning

iSS-CNN: Identifying splicing sites using convolution neural network

(2019) Hilal Tayara et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

DeePromoter: Robust Promoter Predictor Using Deep Learning

(2019) Mhaned Oubounyt et al.   Frontiers in Genetics

iDNA6mA (5-step rule): Identification of DNA N6-methyladenine sites in the rice genome by intelligent computational model via Chou's 5-step rule

(2019) Muhammad Tahir et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Deep Splicing Code: Classifying Alternative Splicing Events Using Deep Learning

(2019) Zakaria Louadi et al.   Genes

iPseU-CNN: Identifying RNA Pseudouridine Sites Using Convolutional Neural Networks

(2019) Muhammad Tahir et al.   Molecular Therapy-Nucleic Acids

Vehicle Detection and Counting in High-Resolution Aerial Images Using Convolutional Regression Neural Network

(2018) Hilal Tayara et al.   IEEE Access

Object Detection in Very High-Resolution Aerial Images Using One-Stage Densely Connected Feature Pyramid Network

(2018) Hilal Tayara et al.   SENSORS

Ten quick tips for machine learning in computational biology

(2017) Davide Chicco   BioData Mining

DanQ: a hybrid convolutional and recurrent deep neural network for quantifying the function of DNA sequences

(2016) Daniel Quang et al.   NUCLEIC ACIDS RESEARCH

Deep learning

(2015) Yann LeCun et al.   NATURE

Predicting effects of noncoding variants with deep learning–based sequence model

(2015) Jian Zhou et al.   NATURE METHODS

GRASP: analysis of genotype-phenotype results from 1390 genome-wide association studies and corresponding open access database

(2014) R. Leslie et al.   BIOINFORMATICS

An integrated map of genetic variation from 1,092 human genomes

(2012)   NATURE

Potential etiologic and functional implications of genome-wide association loci for human diseases and traits

(2009) L. A. Hindorff et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA