DeepBipolar: Identifying genomic mutations for bipolar disorder via deep learning

Deep learning

(2015) Yann LeCun et al.   NATURE

Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning

(2015) Babak Alipanahi et al.   NATURE BIOTECHNOLOGY

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

(2015) Jian Zhou et al.   NATURE METHODS

The human splicing code reveals new insights into the genetic determinants of disease

(2014) H. Y. Xiong et al.   SCIENCE

Genetics of bipolar disorder

(2013) Nick Craddock et al.   LANCET

Genetic relationship between five psychiatric disorders estimated from genome-wide SNPs

(2013) S Hong Lee et al.   NATURE GENETICS

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Genetic architectures of psychiatric disorders: the emerging picture and its implications

(2012) Patrick F. Sullivan et al.   NATURE REVIEWS GENETICS

Large-scale genome-wide association analysis of bipolar disorder identifies a new susceptibility locus near ODZ4

(2011)   NATURE GENETICS

Uncovering the roles of rare variants in common disease through whole-genome sequencing

(2010) Elizabeth T. Cirulli et al.   NATURE REVIEWS GENETICS

Finding the missing heritability of complex diseases

(2009) Teri A. Manolio et al.   NATURE

Common and rare variants in multifactorial susceptibility to common diseases

(2008) Walter Bodmer et al.   NATURE GENETICS