Guan Lab

Department of Computational Medicine & Bioinformatics
Found 62 results
Author Title Type [ Year(Desc)]
2018
Li H, Panwar B, Omenn GS, Guan Y.  2018.  Accurate Prediction of Personalized Olfactory Perception from Large-Scale Chemoinformatic Features.. Gigascience. Feb 1;7(2). doi: 10.1093/gigascience/gix127.
Duda M, Zhang H, Li HD, Wall DP, Burmeister M, Guan Y.  2018.  Brain-specific functional relationship networks inform autism spectrum disorder gene prediction.. Transl Psychiatry. . 8(1(56))
Siddiqui O, Zhang H, Guan Y, Omenn G.  2018.  Chromosome 17 Missing Proteins: Recent Progress and Future Directions as part of the Next-50MP Challenge. Journal of Proteome Research. doi: 10.1021/acs.jproteome.8b00442. [Epub ahead of print]
Al'Aref SJ, Anchouche K, Singh G, Slomka PJ, Kolli KK, Kumar A, others, Guan Y, Min JK.  2018.  Clinical applications of machine learning in cardiovascular disease and its relevance to cardiac imaging.. Eur Heart J. Jul 27. doi: 10.1093/eurheartj/ehy404.
Causey JL, Ashby C, Walker K, Wang ZP, Yang M, Guan Y, Moore JH, Huang X.  2018.  DNAp: A Pipeline for DNA-seq Data Analysis. Sci Rep.. (May 1;8(1):6793. doi: 10.1038/s41598-018-25022-6.)
Hosoya T, Li H, Ku CJ, Wu Q, Guan Y, Engel JD.  2018.  High throughput single cell sequencing of both T-cell-receptor-beta alleles. Journal of Immunology. (Oct 31. pii: ji1800774. doi: 10.4049/jimmunol.1800774. [Epub ahead of print])
Li H, Li T, Quang D, Guan Y.  2018.  Network propagation predicts drug synergy in cancers. Cancer Research. Jul 27. pii: canres.0740.2018. doi: 10.1158/0008-5472.CAN-18-0740
Guan Y, Li T, Zhang HJ, Zhu F, Omenn GS.  2018.  Prioritizing Predictive Biomarkers for Gene Essentiality in Cancer Cells with mRNA Expression Data and DNA Copy Number Profile. Bioinformatics. 2018 Jun 15. doi: 10.1093/bioinformatics/bty467
Zhang H, Zhu F, Dodge H, Higgins G, Omenn G, Guan Y.  2018.  A similarity-based approach to leverage multi-cohort medical data on the diagnosis and prognosis of Alzheimer's disease. Gigascience. Jul 11. doi: 10.1093/gigascience/giy085
Quang D, Guan Y, Parker SCJ.  2018.  YAMDA: thousandfold speedup of EM-based motif discovery using deep learning libraries and GPU. Bioinformatics. May 22. doi: 10.1093/bioinformatics/bty396. [Epub ahead of print]
In Press
Tang M, Gao C, Goutman S, Kalinin A, Mukherjee B, Guan Y, Dinov I.  In Press.  Model-based and Model-free Techniques for Amyotrophic Lateral Sclerosis Diagnostic Prediction and Patient Clustering. Neuroinformatics.
Li D, Balamurugan S, Yang YF, Zhang JW, Huang D, Zou LG, Yang WD, Liu JS, Guan Y, Li HY.  In Press.  Transcriptional engineering of microalgae for concurrent lipid overproduction and secretion. Science Advances.

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