Related references
Note: Only part of the references are listed.Memory based fusion for multi-modal deep learning
Darshana Priyasad et al.
INFORMATION FUSION (2021)
Covid-19 classification by FGCNet with deep feature fusion from graph convolutional network and convolutional neural network
Shui-Hua Wang et al.
INFORMATION FUSION (2021)
A survey on deep learning in medicine: Why, how and when?
Francesco Piccialli et al.
INFORMATION FUSION (2021)
Multiple graph kernel learning based on GMDH-type neural network
Lixiang Xu et al.
INFORMATION FUSION (2021)
Bridging deep and multiple kernel learning: A review
Tinghua Wang et al.
INFORMATION FUSION (2021)
Alzheimer's disease multiclass diagnosis via multimodal neuroimaging embedding feature selection and fusion
Yuanpeng Zhang et al.
INFORMATION FUSION (2021)
A survey on machine learning for data fusion
Tong Meng et al.
INFORMATION FUSION (2020)
ToxDL: deep learning using primary structure and domain embeddings for assessing protein toxicity
Xiaoyong Pan et al.
BIOINFORMATICS (2020)
Predicting protein subcellular location with network embedding and enrichment features
Xiaoyong Pan et al.
BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS (2020)
Knowledge graph fusion for smart systems: A Survey
Hoang Long Nguyen et al.
INFORMATION FUSION (2020)
A smart healthcare monitoring system for heart disease prediction based on ensemble deep learning and feature fusion
Farman Ali et al.
INFORMATION FUSION (2020)
Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities
Marinka Zitnik et al.
INFORMATION FUSION (2019)
A novel homozygous FBXO43 mutation associated with male infertility and teratozoospermia in a consanguineous Chinese family
Ying Ma et al.
FERTILITY AND STERILITY (2019)
A homozygous RNF220 mutation leads to male infertility with small-headed sperm
Xiaohui Jiang et al.
GENE (2019)
Systematic review of the monogenetic causes of male infertility: the first step towards diagnostic gene panels in the andrology clinic
Maris Laan
HUMAN REPRODUCTION (2019)
A systematic review and standardized clinical validity assessment of male infertility genes
Manon S. Oud et al.
HUMAN REPRODUCTION (2019)
A new MEIOB mutation is a recurrent cause for azoospermia and testicular meiotic arrest
Moran Gershoni et al.
HUMAN REPRODUCTION (2019)
Deficiency of TPPP2, a factor linked to oligoasthenozoospermia, causes subfertility in male mice
Feng Zhu et al.
JOURNAL OF CELLULAR AND MOLECULAR MEDICINE (2019)
ENU-induced mutant allele of Dnah1, ferf1, causes abnormal sperm behavior and fertilization failure in mice
Jianjun Hu et al.
MOLECULAR REPRODUCTION AND DEVELOPMENT (2019)
Dephosphorylation of protamine 2 at serine 56 is crucial for murine sperm maturation in vivo
Katsuhiko Itoh et al.
SCIENCE SIGNALING (2019)
Loss-of-function mutations in QRICH2 cause male infertility with multiple morphological abnormalities of the sperm flagella
Ying Shen et al.
NATURE COMMUNICATIONS (2019)
Deep learning for cellular image analysis
Erick Moen et al.
NATURE METHODS (2019)
DeepFunc: A Deep Learning Framework for Accurate Prediction of Protein Functions from Protein Sequences and Interactions
Fuhao Zhang et al.
PROTEOMICS (2019)
Severe forms of complete androgen insensitivity syndrome caused by a p.Q65X novel mutation in androgen receptor: Clinical manifestations, imaging findings and molecular genetics
Shu Liu et al.
STEROIDS (2019)
Androgen receptor gene mutations are associated with male infertility in Northeast China: Clinical features and identification of two novel mutations
Leilei Li et al.
ANDROLOGIA (2019)
Disruption of ubiquitin specific protease 26 gene causes male subfertility associated with spermatogenesis defects in mice
Hong Tian et al.
BIOLOGY OF REPRODUCTION (2019)
RNF216 is essential for spermatogenesis and male fertility
Ashley F. Melnick et al.
BIOLOGY OF REPRODUCTION (2019)
Whole-exome sequencing identified a novel mutation of AURKC in a Chinese family with macrozoospermia
Juan Hua et al.
JOURNAL OF ASSISTED REPRODUCTION AND GENETICS (2019)
A novel stopgain mutation c.G992A (p.W331X) in TACR3 gene was identified in nonobstructive azoospermia by targeted next-generation sequencing
Dongfeng Geng et al.
JOURNAL OF CLINICAL LABORATORY ANALYSIS (2019)
Homozygous loss-of-function mutations in FSIP2 cause male infertility with asthenoteratospermia
Wangjie Liu et al.
JOURNAL OF GENETICS AND GENOMICS (2019)
Biallelic mutations of CFAP251 cause sperm flagellar defects and human male infertility
Weiyu Li et al.
JOURNAL OF HUMAN GENETICS (2019)
Association of single nucleotide polymorphism c.673C>A/p.Gln225Lys in SEPT12 gene with spermatogenesis failure in male idiopathic infertility in Northeast China
Dongfeng Geng et al.
JOURNAL OF INTERNATIONAL MEDICAL RESEARCH (2019)
Novel homozygous CFAP69 mutations in humans and mice cause severe asthenoteratospermia with multiple morphological abnormalities of the sperm flagella
Xiaojin He et al.
JOURNAL OF MEDICAL GENETICS (2019)
A primer on deep learning in genomics
James Zou et al.
NATURE GENETICS (2019)
Deep learning for genomics
[Anonymous]
NATURE GENETICS (2019)
Avoiding common pitfalls in machine learning omic data science
Andrew E. Teschendorff
NATURE MATERIALS (2019)
A guide to deep learning in healthcare
Andre Esteva et al.
NATURE MEDICINE (2019)
UniProt: a worldwide hub of protein knowledge
Alex Bateman et al.
NUCLEIC ACIDS RESEARCH (2019)
STRING v11: protein-protein association networks with increased coverage, supporting functional discovery in genome-wide experimental datasets
Damian Szklarczyk et al.
NUCLEIC ACIDS RESEARCH (2019)
The Pfam protein families database in 2019
Sara El-Gebali et al.
NUCLEIC ACIDS RESEARCH (2019)
Germ cell arrest associated with a SETX mutation in ataxia oculomotor apraxia type 2
S. R. Catford et al.
REPRODUCTIVE BIOMEDICINE ONLINE (2019)
Novel CFAP43 and CFAP44 mutations cause male infertility with multiple morphological abnormalities of the sperm flagella (MMAF)
Huan Wu et al.
REPRODUCTIVE BIOMEDICINE ONLINE (2019)
Bi-allelic Mutations in ARMC2 Lead to Severe Astheno-Teratozoospermia Due to Sperm Flagellum Malformations in Humans and Mice
Charles Coutton et al.
AMERICAN JOURNAL OF HUMAN GENETICS (2019)
Bi-allelic Mutations in TTC21A Induce Asthenoteratospermia in Humans and Mice
Wangjie Liu et al.
AMERICAN JOURNAL OF HUMAN GENETICS (2019)
Inferring Disease-Associated MicroRNAs Using Semi-supervised Multi-Label Graph Convolutional Networks
Xiaoyong Pan et al.
ISCIENCE (2019)
Vitamin K2-Dependent GGCX and MGP Are Required for Homeostatic Calcium Regulation of Sperm Maturation
He Ma et al.
ISCIENCE (2019)
Novel DPY19L2 variants in globozoospermic patients and the overcoming this male infertility
Yong-Liang Shang et al.
ASIAN JOURNAL OF ANDROLOGY (2019)
Predicting MicroRNA-Disease Associations Based on Improved MicroRNA and Disease Similarities
Wei Lan et al.
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2018)
Mouse Genome Database (MGD)-2018: knowledgebase for the laboratory mouse
Cynthia L. Smith et al.
NUCLEIC ACIDS RESEARCH (2018)
Random forest versus logistic regression: a large-scale benchmark experiment
Raphael Couronne et al.
BMC BIOINFORMATICS (2018)
Homozygous missense mutation L673P in adenylate kinase 7 (AK7) leads to primary male infertility and multiple morphological anomalies of the flagella but not to primary ciliary dyskinesia
Patrick Lores et al.
HUMAN MOLECULAR GENETICS (2018)
The contribution of human sperm proteins to the development and epigenome of the preimplantation embryo
Judit Castillo et al.
HUMAN REPRODUCTION UPDATE (2018)
Correlation analysis of performance measures for multi-label classification
Rafael B. Pereira et al.
INFORMATION PROCESSING & MANAGEMENT (2018)
Graph embedding techniques, applications, and performance: A survey
Palash Goyal et al.
KNOWLEDGE-BASED SYSTEMS (2018)
DeepText2GO: Improving large-scale protein function prediction with deep semantic text representation
Ronghui You et al.
METHODS (2018)
A deep (learning) dive into a cell
Kristin Branson
NATURE METHODS (2018)
Using deep learning to model the hierarchical structure and function of a cell
Jianzhu Ma et al.
NATURE METHODS (2018)
Integrative omics for health and disease
Konrad J. Karczewski et al.
NATURE REVIEWS GENETICS (2018)
Genetics of male infertility
Csilla Krausz et al.
NATURE REVIEWS UROLOGY (2018)
On the Prospects for a (Deep) Learning Health Care System
C. David Naylor
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2018)
Genetic evaluation of patients with non-syndromic male infertility
Ozlem Okutman et al.
JOURNAL OF ASSISTED REPRODUCTION AND GENETICS (2018)
Deep learning in biomedicine
Michael Wainberg et al.
NATURE BIOTECHNOLOGY (2018)
iTRAQ-based analysis of sperm proteome from normozoospermic men achieving the rescue-ICSI pregnancy after the IVF failure
Xin Liu et al.
CLINICAL PROTEOMICS (2018)
Mutations in Outer Dynein Arm Heavy Chain DNAH9 Cause Motile Cilia Defects and Situs Inversus
Mahmoud R. Fassad et al.
AMERICAN JOURNAL OF HUMAN GENETICS (2018)
Associations between DNAH1 gene polymorphisms and male infertility A retrospective study
Xiao Yang et al.
MEDICINE (2018)
X-linked ADGRG2 mutation and obstructive azoospermia in a large Pakistani family
Muhammad Jaseem Khan et al.
SCIENTIFIC REPORTS (2018)
Compound heterozygous mutations in CFTR causing CBAVD in Chinese pedigrees
Bin Yang et al.
MOLECULAR GENETICS & GENOMIC MEDICINE (2018)
Unsupervised multiple kernel learning for heterogeneous data integration
Jerome Mariette et al.
BIOINFORMATICS (2018)
DeepGO: predicting protein functions from sequence and interactions using a deep ontology-aware classifier
Maxat Kulmanov et al.
BIOINFORMATICS (2018)
MalaCards: an amalgamated human disease compendium with diverse clinical and genetic annotation and structured search
Noa Rappaport et al.
NUCLEIC ACIDS RESEARCH (2017)
Database Resources of the National Center for Biotechnology
Richa Agarwala et al.
NUCLEIC ACIDS RESEARCH (2017)
Validation and application of a novel integrated genetic screening method to a cohort of 1,112 men with idiopathic azoospermia or severe oligozoospermia
Manon S. Oud et al.
HUMAN MUTATION (2017)
Classification of Genes: Standardized Clinical Validity Assessment of Gene-Disease Associations Aids Diagnostic Exome Analysis and Reclassifications
Erica D. Smith et al.
HUMAN MUTATION (2017)
COFACTOR: improved protein function prediction by combining structure, sequence and protein-protein interaction information
Chengxin Zhang et al.
NUCLEIC ACIDS RESEARCH (2017)
Analysis of temporal transcription expression profiles reveal links between protein function and developmental stages of Drosophila melanogaster
Cen Wan et al.
PLOS COMPUTATIONAL BIOLOGY (2017)
mixOmics: An R package for 'omics feature selection and multiple data integration
Florian Rohart et al.
PLOS COMPUTATIONAL BIOLOGY (2017)
Predicting multicellular function through multi-layer tissue networks
Marinka Zitnik et al.
BIOINFORMATICS (2017)
10 Years of GWAS Discovery: Biology, Function, and Translation
Peter M. Visscher et al.
AMERICAN JOURNAL OF HUMAN GENETICS (2017)
Evaluating the Clinical Validity of Gene-Disease Associations: An Evidence-Based Framework Developed by the Clinical Genome Resource
Natasha T. Strande et al.
AMERICAN JOURNAL OF HUMAN GENETICS (2017)
A non-negative matrix factorization method for detecting modules in heterogeneous omics multi-modal data
Zi Yang et al.
BIOINFORMATICS (2016)
ClinVar: public archive of interpretations of clinically relevant variants
Melissa J. Landrum et al.
NUCLEIC ACIDS RESEARCH (2016)
Jumping across biomedical contexts using compressive data fusion
Marinka Zitnik et al.
BIOINFORMATICS (2016)
Predicting Protein-Protein Interactions from the Molecular to the Proteome Level
Ozlem Keskin et al.
CHEMICAL REVIEWS (2016)
Improve Glioblastoma Multiforme Prognosis Prediction by Using Feature Selection and Multiple Kernel Learning
Ya Zhang et al.
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2016)
Deep learning for computational biology
Christof Angermueller et al.
MOLECULAR SYSTEMS BIOLOGY (2016)
KeyPathwayMinerWeb: online multi-omics network enrichment
Markus List et al.
NUCLEIC ACIDS RESEARCH (2016)
Machine Learning in Genomic Medicine: A Review of Computational Problems and Data Sets
Michael K. K. Leung et al.
PROCEEDINGS OF THE IEEE (2016)
SNAP: A General-Purpose Network Analysis and Graph-Mining Library
Jure Leskovec et al.
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY (2016)
Identification of causal genes for complex traits
Farhad Hormozdiari et al.
BIOINFORMATICS (2015)
Gene network inference by fusing data from diverse distributions
Marinka Zitnik et al.
BIOINFORMATICS (2015)
Multi-omic signature of body weight change: results from a population-based cohort study
Simone Wahl et al.
BMC MEDICINE (2015)
Data Fusion by Matrix Factorization
Marinka Zitnik et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2015)
Integrative Data Analysis of Multi-Platform Cancer Data with a Multimodal Deep Learning Approach
Muxuan Liang et al.
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2015)
Text as data: Using text-based features for proteins representation and for computational prediction of their characteristics
Hagit Shatkay et al.
METHODS (2015)
Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning
Babak Alipanahi et al.
NATURE BIOTECHNOLOGY (2015)
Predicting effects of noncoding variants with deep learning-based sequence model
Jian Zhou et al.
NATURE METHODS (2015)
Methods of integrating data to uncover genotype-phenotype interactions
Marylyn D. Ritchie et al.
NATURE REVIEWS GENETICS (2015)
The Genotype-Tissue Expression (GTEx) pilot analysis: Multitissue gene regulation in humans
Kristin G. Ardlie et al.
SCIENCE (2015)
DANN: a deep learning approach for annotating the pathogenicity of genetic variants
Daniel Quang et al.
BIOINFORMATICS (2015)
OMIM.org: Online Mendelian Inheritance in Man (OMIM®), an online catalog of human genes and genetic disorders
Joanna S. Amberger et al.
NUCLEIC ACIDS RESEARCH (2015)
InParanoid 8: orthology analysis between 273 proteomes, mostly eukaryotic
Erik L. L. Sonnhammer et al.
NUCLEIC ACIDS RESEARCH (2015)
Continuous Distributed Representation of Biological Sequences for Deep Proteomics and Genomics
Ehsaneddin Asgari et al.
PLOS ONE (2015)
ATHENA: the analysis tool for heritable and environmental network associations
Emily R. Holzinger et al.
BIOINFORMATICS (2014)
Towards a piRNA prediction using multiple kernel fusion and support vector machine
Jocelyn Brayet et al.
BIOINFORMATICS (2014)
Genetic Variations and Diseases in UniProtKB/Swiss-Prot: The Ins and Outs of Expert Manual Curation
Maria Livia Famiglietti et al.
HUMAN MUTATION (2014)
Similarity network fusion for aggregating data types on a genomic scale
Bo Wang et al.
NATURE METHODS (2014)
Diagnostic Clinical Genome and Exome Sequencing
Leslie G. Biesecker et al.
NEW ENGLAND JOURNAL OF MEDICINE (2014)
The NHGRI GWAS Catalog, a curated resource of SNP-trait associations
Danielle Welter et al.
NUCLEIC ACIDS RESEARCH (2014)
Constructing module maps for integrated analysis of heterogeneous biological networks
David Amar et al.
NUCLEIC ACIDS RESEARCH (2014)
Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2
Michael I. Love et al.
GENOME BIOLOGY (2014)
Bayesian consensus clustering
Eric F. Lock et al.
BIOINFORMATICS (2013)
Representation Learning: A Review and New Perspectives
Yoshua Bengio et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)
The Genotype-Tissue Expression (GTEx) project
John Lonsdale et al.
NATURE GENETICS (2013)
ATHENA: Identifying interactions between different levels of genomic data associated with cancer clinical outcomes using grammatical evolution neural network
Dokyoon Kim et al.
BIODATA MINING (2013)
Protein Function Prediction using Text-based Features extracted from the Biomedical Literature: The CAFA Challenge
Andrew Wong et al.
BMC BIOINFORMATICS (2013)
Bayesian correlated clustering to integrate multiple datasets
Paul Kirk et al.
BIOINFORMATICS (2012)
A Bayesian Integrative Genomic Model for Pathway Analysis of Complex Traits
Brooke L. Fridley et al.
GENETIC EPIDEMIOLOGY (2012)
Synergistic effect of different levels of genomic data for cancer clinical outcome prediction
Dokyoon Kim et al.
JOURNAL OF BIOMEDICAL INFORMATICS (2012)
Wisdom of crowds for robust gene network inference
Daniel Marbach et al.
NATURE METHODS (2012)
Integrative Subtype Discovery in Glioblastoma Using iCluster
Ronglai Shen et al.
PLOS ONE (2012)
Stitching together Multiple Data Dimensions Reveals Interacting Metabolomic and Transcriptomic Networks That Modulate Cell Regulation
Jun Zhu et al.
PLOS BIOLOGY (2012)
Time to Recurrence and Survival in Serous Ovarian Tumors Predicted from Integrated Genomic Profiles
Parminder K. Mankoo et al.
PLOS ONE (2011)
Discovery and Preclinical Validation of Drug Indications Using Compendia of Public Gene Expression Data
Marina Sirota et al.
SCIENCE TRANSLATIONAL MEDICINE (2011)
Genome-wide inferring gene-phenotype relationship by walking on the heterogeneous network
Yongjin Li et al.
BIOINFORMATICS (2010)
Prediction of human functional genetic networks from heterogeneous data using RVM-based ensemble learning
Chia-Chin Wu et al.
BIOINFORMATICS (2010)
An Integrated Approach to Uncover Drivers of Cancer
Uri David Akavia et al.
CELL (2010)
A Survey on Transfer Learning
Sinno Jialin Pan et al.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2010)
Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation
Juan Diego Rodriguez et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2010)
A systematic analysis of performance measures for classification tasks
Marina Sokolova et al.
INFORMATION PROCESSING & MANAGEMENT (2009)
Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources
Da Wei Huang et al.
NATURE PROTOCOLS (2009)
PRINCESS, a protein interaction confidence evaluation system with multiple data sources
Dong Li et al.
MOLECULAR & CELLULAR PROTEOMICS (2008)
Integrating large-scale functional genomic data to dissect the complexity of yeast regulatory networks
Jun Zhu et al.
NATURE GENETICS (2008)
GeneMANIA: a real-time multiple association network integration algorithm for predicting gene function
Sara Mostafavi et al.
GENOME BIOLOGY (2008)
Graph sharpening plus graph integration: a synergy that improves protein functional classification
Hyunjung Shin et al.
BIOINFORMATICS (2007)
ML-KNN: A lazy learning approach to multi-label leaming
Min-Ling Zhang et al.
PATTERN RECOGNITION (2007)
Ensemble classifier for protein fold pattern recognition
Hong-Bin Shen et al.
BIOINFORMATICS (2006)
Independent component analysis-based dimensionality reduction with applications in hyperspectral image analysis
Jing Wang et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2006)
A human protein-protein interaction network:: A resource for annotating the proteome
U Stelzl et al.
CELL (2005)
Fast protein classification with multiple networks
K Tsuda et al.
BIOINFORMATICS (2005)
Protein function prediction via graph kernels
KM Borgwardt et al.
BIOINFORMATICS (2005)
A statistical framework for genomic data fusion
GRG Lanckriet et al.
BIOINFORMATICS (2004)
Predicting HIV drug resistance with neural networks
S Draghici et al.
BIOINFORMATICS (2003)
A global geometric framework for nonlinear dimensionality reduction
JB Tenenbaum et al.
SCIENCE (2000)
Additive logistic regression: A statistical view of boosting
J Friedman et al.
ANNALS OF STATISTICS (2000)