Guan Lab

Department of Computational Medicine & Bioinformatics
Found 8 results
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Li H, Guan Y.  2019.  Machine Learning Empowers Phosphoproteome Prediction in Cancers. Bioinformatics. Aug 13. pii: btz639. doi: 10.1093/bioinformatics/btz639. [Epub ahead of print] PMID: 31410451
Guan Y, Zhang H, Quang D, Wang Z, Pappas D, Kremer J, Parker S, Zhu F.  2019.  Machine learning to predict anti-TNF drug responses of rheumatoid arthritis patients by integrating clinical and genetic markers. Arthritis & Rheumatology. Jul 24. doi: 10.1002/art.41056. [Epub ahead of print]
Tang M, Gao C, Goutman S, Kalinin A, Mukherjee B, Guan Y, Dinov I.  2018.  Model-based and Model-free Techniques for Amyotrophic Lateral Sclerosis Diagnostic Prediction and Patient Clustering. Neuroinformatics. Nov 20. doi: 10.1007/s12021-018-9406-9
Panwar B, Omenn GS, Guan Y.  2017.  miRmine: A Database of Human miRNA Expression Profiles.. Bioinformatics. Jan 19. pii: btx019. doi: 10.1093/bioinformatics/btx019.
Panwar B, Menon R, Eksi R, Omenn GS, Guan Y.  2015.  MI-PTV: A Tool for Visualizing the Chromosome-centric Human Proteome.. J Proteome Res.
Li H-D, Omenn GS, Guan Y.  2015.  MIsoMine: a genome-scale high-resolution data portal of expression, function and networks at the splice isoform level in the mouse.. Database (Oxford). 2015:bav045.
Zhu F, Shi L, Li H, Eksi R, Engel JDouglas, Guan Y.  2014.  Modeling Dynamic Functional Relationship Networks and Application to Ex Vivo Human Erythroid Differentiation.. Bioinformatics.
Yang Z-K, Niu Y-F, Ma Y-H, Xue J, Zhang M-H, Yang W-D, Liu J-S, Lu S-H, Guan Y, Li H-Y.  2013.  Molecular and cellular mechanisms of neutral lipid accumulation in diatom following nitrogen deprivation.. Biotechnol Biofuels. 6(1):67.