A comparison of machine learning classifiers for dementia with Lewy bodies using miRNA expression data
出版年份 2019 全文链接
标题
A comparison of machine learning classifiers for dementia with Lewy bodies using miRNA expression data
作者
关键词
-
出版物
BMC Medical Genomics
Volume 12, Issue 1, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2019-10-31
DOI
10.1186/s12920-019-0607-3
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- A deep learning method to more accurately recall known lysine acetylation sites
- (2019) Meiqi Wu et al. BMC BIOINFORMATICS
- Clinical prevalence of Lewy body dementia
- (2018) Joseph P. M. Kane et al. Alzheimers Research & Therapy
- New approach for understanding genome variations in KEGG
- (2018) Minoru Kanehisa et al. NUCLEIC ACIDS RESEARCH
- The prognosis of dementia with Lewy bodies
- (2017) Christoph Mueller et al. LANCET NEUROLOGY
- Diagnosis and management of dementia with Lewy bodies
- (2017) Ian G. McKeith et al. NEUROLOGY
- PancanQTL: systematic identification of cis-eQTLs and trans-eQTLs in 33 cancer types
- (2017) Jing Gong et al. NUCLEIC ACIDS RESEARCH
- Multi-scale encoding of amino acid sequences for predicting protein interactions using gradient boosting decision tree
- (2017) Chang Zhou et al. PLoS One
- The prediction models for postoperative overall survival and disease-free survival in patients with breast cancer
- (2017) Daichi Shigemizu et al. Cancer Medicine
- Identification of miRNA Changes in Alzheimer's Disease Brain and CSF Yields Putative Biomarkers and Insights into Disease Pathways
- (2017) John P. Cogswell et al. JOURNAL OF ALZHEIMERS DISEASE
- Human exceptional longevity: transcriptome from centenarians is distinct from septuagenarians and reveals a role of Bcl-xL in successful aging
- (2016) Consuelo Borras et al. Aging-US
- Novel combination of serum microRNA for detecting breast cancer in the early stage
- (2016) Akihiko Shimomura et al. CANCER SCIENCE
- Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
- (2016) Varun Gulshan et al. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- KEGG: new perspectives on genomes, pathways, diseases and drugs
- (2016) Minoru Kanehisa et al. NUCLEIC ACIDS RESEARCH
- Molecular links between cellular senescence, longevity and age-related diseases – a systems biology perspective
- (2016) Robi Tacutu et al. Aging-US
- Cholinesterase Inhibitors for Lewy Body Disorders: A Meta-Analysis
- (2015) Shinji Matsunaga et al. INTERNATIONAL JOURNAL OF NEUROPSYCHOPHARMACOLOGY
- Japonica array: improved genotype imputation by designing a population-specific SNP array with 1070 Japanese individuals
- (2015) Yosuke Kawai et al. JOURNAL OF HUMAN GENETICS
- Deep learning
- (2015) Yann LeCun et al. NATURE
- IBM's Watson Group signs up genomics partners
- (2015) Mark Ratner NATURE BIOTECHNOLOGY
- DIANA-miRPath v3.0: deciphering microRNA function with experimental support
- (2015) Ioannis S. Vlachos et al. NUCLEIC ACIDS RESEARCH
- miRDB: an online resource for microRNA target prediction and functional annotations
- (2014) Nathan Wong et al. NUCLEIC ACIDS RESEARCH
- The Construction of Risk Prediction Models Using GWAS Data and Its Application to a Type 2 Diabetes Prospective Cohort
- (2014) Daichi Shigemizu et al. PLoS One
- Random Forest ensembles for detection and prediction of Alzheimer's disease with a good between-cohort robustness
- (2014) A.V. Lebedev et al. NeuroImage-Clinical
- μHEM for identification of differentially expressed miRNAs using hypercuboid equivalence partition matrix
- (2013) Sushmita Paul et al. BMC BIOINFORMATICS
- Learning Nonlinear Functions Using Regularized Greedy Forest
- (2013) Rie Johnson et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- The Genotype-Tissue Expression (GTEx) project
- (2013) John Lonsdale et al. NATURE GENETICS
- PI3K/Akt Signal Pathway Involved in the Cognitive Impairment Caused by Chronic Cerebral Hypoperfusion in Rats
- (2013) Yi Shu et al. PLoS One
- Rare-Variant Association Testing for Sequencing Data with the Sequence Kernel Association Test
- (2011) Michael C. Wu et al. AMERICAN JOURNAL OF HUMAN GENETICS
- Serum microRNAs are promising novel biomarkers for diffuse large B cell lymphoma
- (2011) Cheng Fang et al. ANNALS OF HEMATOLOGY
- Significance testing in ridge regression for genetic data
- (2011) Erika Cule et al. BMC BIOINFORMATICS
- α-Synuclein Neuropathology is Controlled by Nuclear Hormone Receptors and Enhanced by Docosahexaenoic Acid in A Mouse Model for Parkinson's Disease
- (2011) Eugenia Yakunin et al. BRAIN PATHOLOGY
- Identification of Muscle-Specific MicroRNAs in Serum of Muscular Dystrophy Animal Models: Promising Novel Blood-Based Markers for Muscular Dystrophy
- (2011) Hideya Mizuno et al. PLoS One
- Application of support vector machine modeling for prediction of common diseases: the case of diabetes and pre-diabetes
- (2010) Wei Yu et al. BMC Medical Informatics and Decision Making
- MicroRNAs and Their Therapeutic Potential for Human Diseases: Aberrant MicroRNA Expression in Alzheimer’s Disease Brains
- (2010) Jun-ichi Satoh JOURNAL OF PHARMACOLOGICAL SCIENCES
- Thyroid hormone prevents cognitive deficit in a mouse model of Alzheimer's disease
- (2010) Ai Ling Fu et al. NEUROPHARMACOLOGY
- MicroRNA: Implications for Alzheimer Disease and other Human CNS Disorders
- (2009) Olivier Maes et al. CURRENT GENOMICS
- Low sensitivity in clinical diagnoses of dementia with Lewy bodies
- (2009) Peter T. Nelson et al. JOURNAL OF NEUROLOGY
- Detecting gene–gene interactions that underlie human diseases
- (2009) Heather J Cordell NATURE REVIEWS GENETICS
- Circulating microRNAs as stable blood-based markers for cancer detection
- (2008) P. S. Mitchell et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now