306 related articles for article (PubMed ID: 32227074)
1. Machine learning-based analysis of multi-omics data on the cloud for investigating gene regulations.
Oh M; Park S; Kim S; Chae H
Brief Bioinform; 2021 Jan; 22(1):66-76. PubMed ID: 32227074
[TBL] [Abstract][Full Text] [Related]
2. BioVLAB-mCpG-SNP-EXPRESS: A system for multi-level and multi-perspective analysis and exploration of DNA methylation, sequence variation (SNPs), and gene expression from multi-omics data.
Chae H; Lee S; Seo S; Jung D; Chang H; Nephew KP; Kim S
Methods; 2016 Dec; 111():64-71. PubMed ID: 27477210
[TBL] [Abstract][Full Text] [Related]
3. Perspectives of using Cloud computing in integrative analysis of multi-omics data.
Augustyn DR; Wyciślik Ł; Mrozek D
Brief Funct Genomics; 2021 Jul; 20(4):198-206. PubMed ID: 33676373
[TBL] [Abstract][Full Text] [Related]
4. Serverless computing in omics data analysis and integration.
Grzesik P; Augustyn DR; Wyciślik Ł; Mrozek D
Brief Bioinform; 2022 Jan; 23(1):. PubMed ID: 34505137
[TBL] [Abstract][Full Text] [Related]
5. Knowledge-guided analysis of "omics" data using the KnowEnG cloud platform.
Blatti C; Emad A; Berry MJ; Gatzke L; Epstein M; Lanier D; Rizal P; Ge J; Liao X; Sobh O; Lambert M; Post CS; Xiao J; Groves P; Epstein AT; Chen X; Srinivasan S; Lehnert E; Kalari KR; Wang L; Weinshilboum RM; Song JS; Jongeneel CV; Han J; Ravaioli U; Sobh N; Bushell CB; Sinha S
PLoS Biol; 2020 Jan; 18(1):e3000583. PubMed ID: 31971940
[TBL] [Abstract][Full Text] [Related]
6. A New Era of Neuro-Oncology Research Pioneered by Multi-Omics Analysis and Machine Learning.
Takahashi S; Takahashi M; Tanaka S; Takayanagi S; Takami H; Yamazawa E; Nambu S; Miyake M; Satomi K; Ichimura K; Narita Y; Hamamoto R
Biomolecules; 2021 Apr; 11(4):. PubMed ID: 33921457
[TBL] [Abstract][Full Text] [Related]
7. Survey and comparative assessments of computational multi-omics integrative methods with multiple regulatory networks identifying distinct tumor compositions across pan-cancer data sets.
Wei Z; Zhang Y; Weng W; Chen J; Cai H
Brief Bioinform; 2021 May; 22(3):. PubMed ID: 32533167
[TBL] [Abstract][Full Text] [Related]
8. Cloud Computing Enabled Big Multi-Omics Data Analytics.
Koppad S; B A; Gkoutos GV; Acharjee A
Bioinform Biol Insights; 2021; 15():11779322211035921. PubMed ID: 34376975
[TBL] [Abstract][Full Text] [Related]
9. Machine learning meets omics: applications and perspectives.
Li R; Li L; Xu Y; Yang J
Brief Bioinform; 2022 Jan; 23(1):. PubMed ID: 34791021
[TBL] [Abstract][Full Text] [Related]
10. Bioinformatics and Microarray Data Analysis on the Cloud.
Calabrese B; Cannataro M
Methods Mol Biol; 2016; 1375():25-39. PubMed ID: 25863787
[TBL] [Abstract][Full Text] [Related]
11. Advancing drug-response prediction using multi-modal and -omics machine learning integration (MOMLIN): a case study on breast cancer clinical data.
Rashid MM; Selvarajoo K
Brief Bioinform; 2024 May; 25(4):. PubMed ID: 38904542
[TBL] [Abstract][Full Text] [Related]
12. Machine Learning and Integrative Analysis of Biomedical Big Data.
Mirza B; Wang W; Wang J; Choi H; Chung NC; Ping P
Genes (Basel); 2019 Jan; 10(2):. PubMed ID: 30696086
[TBL] [Abstract][Full Text] [Related]
13. BioVLAB-Cancer-Pharmacogenomics: tumor heterogeneity and pharmacogenomics analysis of multi-omics data from tumor on the cloud.
Park S; Lee D; Kim Y; Lim S; Chae H; Kim S
Bioinformatics; 2021 Dec; 38(1):275-277. PubMed ID: 34185062
[TBL] [Abstract][Full Text] [Related]
14. DeepProg: an ensemble of deep-learning and machine-learning models for prognosis prediction using multi-omics data.
Poirion OB; Jing Z; Chaudhary K; Huang S; Garmire LX
Genome Med; 2021 Jul; 13(1):112. PubMed ID: 34261540
[TBL] [Abstract][Full Text] [Related]
15. moSCminer: a cell subtype classification framework based on the attention neural network integrating the single-cell multi-omics dataset on the cloud.
Choi JM; Park C; Chae H
PeerJ; 2024; 12():e17006. PubMed ID: 38426141
[TBL] [Abstract][Full Text] [Related]
16. A review on omics-based biomarkers discovery for Alzheimer's disease from the bioinformatics perspectives: Statistical approach vs machine learning approach.
Tan MS; Cheah PL; Chin AV; Looi LM; Chang SW
Comput Biol Med; 2021 Dec; 139():104947. PubMed ID: 34678481
[TBL] [Abstract][Full Text] [Related]
17. The machine learning life cycle and the cloud: implications for drug discovery.
Spjuth O; Frid J; Hellander A
Expert Opin Drug Discov; 2021 Sep; 16(9):1071-1079. PubMed ID: 34057379
[No Abstract] [Full Text] [Related]
18. Integrate multi-omics data with biological interaction networks using Multi-view Factorization AutoEncoder (MAE).
Ma T; Zhang A
BMC Genomics; 2019 Dec; 20(Suppl 11):944. PubMed ID: 31856727
[TBL] [Abstract][Full Text] [Related]
19. A survey on single and multi omics data mining methods in cancer data classification.
Momeni Z; Hassanzadeh E; Saniee Abadeh M; Bellazzi R
J Biomed Inform; 2020 Jul; 107():103466. PubMed ID: 32525020
[TBL] [Abstract][Full Text] [Related]
20. Single-cell multi-omics sequencing: application trends, COVID-19, data analysis issues and prospects.
Huo L; Jiao Li J; Chen L; Yu Z; Hutvagner G; Li J
Brief Bioinform; 2021 Nov; 22(6):. PubMed ID: 34111889
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
