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Nature communications, ISSN 2041-1723, 2018, Volume 9, Issue 1, pp. 1 - 13
...ARTICLE Interpretable dimensionality reduction of single cell transcriptome data with deep generative models Jiarui Ding 1,2,3,4, Anne Condon 1 & Sohrab P... 
VISUALIZATION | HETEROGENEITY | MULTIDISCIPLINARY SCIENCES | RNA-SEQ DATA | CHALLENGES | Cell culture | Data points | Statistical analysis | Computer simulation | Embedding | Ribonucleic acid--RNA | Gene expression | Clustering | Gene sequencing | Reduction | Statistical models | Mathematical models | Representations
Journal Article
Scientific reports, ISSN 2045-2322, 12/2017, Volume 7, Issue 1, pp. 13467 - 13
... Shumansky1, Adrian Wan1, Daniel Lai1, Anne-Marie Mes-Masson4,5,6, Samuel Aparicio1,2 & Sohrab P. Shah 1,2,3 Characterization and quantification of tumour clonal... 
HETEROGENEITY | EVOLUTION | SEQUENCING DATA | INFERENCE | MULTIDISCIPLINARY SCIENCES | Algorithms | Copy number | Therapeutic applications | Genomics | Computer applications | Xenografts | Mathematical models | Tumor cell lines | Cancer | Tumors
Journal Article
Journal Article
Nature (London), ISSN 1476-4687, 2012, Volume 486, Issue 7403, pp. 395 - 399
Journal Article
The New England journal of medicine, ISSN 1533-4406, 2010, Volume 362, Issue 10, pp. 875 - 885
Journal Article
Nature (London), ISSN 1476-4687, 2009, Volume 461, Issue 7265, pp. 809 - 813
Journal Article
Nature genetics, ISSN 1546-1718, 2010, Volume 42, Issue 2, pp. 181 - 185
Journal Article
Frontiers in microbiology, ISSN 1664-302X, 2018, Volume 9, p. 477
...Author(s): Ihsanullah Daur, Maged M. Saad, Abdul Aziz Eida, Shakeel Ahmad, Zahid Hussain Shah, Muhammad Z. Ihsan, Yasir Muhammad, Sayed S. Sohrab, Heribert... 
INOCULATION | YIELD | pant growth promoting rhizobacteria | SILICON | IMPROVING GROWTH | DROUGHT | MICROBIOLOGY | GROWTH-PROMOTING RHIZOBACTERIA | WHEAT | abiotic stress | biofertilizer | desert plants | SALINITY TOLERANCE | STRESS | NUTRIENT-UPTAKE | sustainable agriculture | Host-bacteria relationships | Crop yields | Distribution | Rhizobium | Alfalfa | Management | Properties | plant growth promoting rhizobacteria
Journal Article