Piyushkumar Mundra
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SVM-RFE with MRMR filter for gene selection
PA Mundra, JC Rajapakse
NanoBioscience, IEEE Transactions on 9 (1), 31-37, 2010
Plasma Lipidomic Profiles Improve Upon Traditional Risk Factors for the Prediction of Cardiovascular Events in Type 2 Diabetes
Z Alshehry*, P Mundra*, C Barlow, N Mellett, G Wong, M McConville, ...
Circulation 134 (21), 1637-1650, 2016
Using pseudo amino acid composition to predict protein subnuclear localization: Approached with PSSM
P Mundra, M Kumar, KK Kumar, VK Jayaraman, BD Kulkarni
Pattern Recognition Letters 28 (13), 1610-1615, 2007
Plasma total cell-free DNA (cfDNA) is a surrogate biomarker for tumour burden and a prognostic biomarker for survival in metastatic melanoma patients
S Valpione, G Gremel, P Mundra, P Middlehurst, E Galvani, MR Girotti, ...
European Journal Of Cancer, 2017
Application of response surface methodology to cell immobilization for the production of palatinose
P Mundra, K Desai, SS Lele
Bioresource technology 98 (15), 2892-2896, 2007
Ultraviolet radiation–induced DNA damage is prognostic for outcome in melanoma
LD Trucco*, PA Mundra*, K Hogan*, P Garcia-Martinez*, A Viros, ...
Nature Medicine volume 25 25, 221-224, 2019
The prediction of type 2 diabetes in women with previous gestational diabetes mellitus using lipidomics
M Lappas, P Mundra, G Wong, K Huynh, D Jinks, H Georgiou, ...
Diabetologia 58 (7), 1436-1442, 2015
Large-scale plasma lipidomic profiling identifies lipids that predict cardiovascular events in secondary prevention
P Mundra, C Barlow, P Nestel, E Barnes, A Kirby, P Thompson, D Sullivan, ...
JCI Insight 3 (17), e121326, 2018
Postprandial plasma phospholipids in men are influenced by the source of dietary fat
PJ Meikle, CK Barlow, NA Mellett, PA Mundra, MP Bonham, A Larsen, ...
The Journal of Nutrition 145 (9), 2012-2018, 2015
Immune awakening revealed by peripheral T cell dynamics after one cycle of immunotherapy
S Valpione, E Galvani, J Tweedy, PA Mundra, A Banyard, P Middlehurst, ...
Nature cancer 1 (2), 210-221, 2020
Breaking up prolonged sitting alters the postprandial plasma lipidomic profile of adults with Type 2 Diabetes
MS Grace, PC Dempsey, P Sethi, PA Mundra, NA Mellett, JM Weir, ...
The Journal of Clinical Endocrinology & Metabolism, 2017
Gene and sample selection for cancer classification with support vectors based< i> t</i>-statistic
PA Mundra, JC Rajapakse
Neurocomputing 73 (13), 2353-2362, 2010
Effects of the BET-inhibitor, RVX-208 on the HDL lipidome and glucose metabolism in individuals with prediabetes: A randomized controlled trial
AL Siebel, SK Trinh, MF Formosa, PA Mundra, AK Natoli, ...
Metabolism 65 (6), 904-914, 2016
SVM-RFE with relevancy and redundancy criteria for gene selection
P Mundra, J Rajapakse
Pattern Recognition in Bioinformatics, 242-252, 2007
Weight loss and exercise alter the high-density lipoprotein lipidome and improve high-density lipoprotein functionality in metabolic syndrome
AA Khan, PA Mundra, NE Straznicky, PJ Nestel, G Wong, R Tan, K Huynh, ...
Arteriosclerosis, thrombosis, and vascular biology 38 (2), 438-447, 2018
Establishing multiple omics baselines for three Southeast Asian populations in the Singapore Integrative Omics Study
WY Saw, E Tantoso, H Begum, L Zhou, R Zou, C He, SL Chan, LWL Tan, ...
Nature communications 8 (1), 1-11, 2017
A distinct plasma lipid signature associated with poor prognosis in castration‐resistant prostate cancer
HM Lin, KL Mahon, JM Weir, PA Mundra, C Spielman, K Briscoe, ...
International Journal of Cancer, 2017
Stability of building gene regulatory networks with sparse autoregressive models
JC Rajapakse, PA Mundra
BMC Bioinformatics 12 (Suppl 13), S17, 2011
Lipidomic Profiling in Inflammatory Bowel Disease: Comparison between Ulcerative Colitis and Crohn’s Disease
F Fan*, PA Mundra*, L Fang*, A Galvin, X Moore, JM Weir, G Wong, ...
Inflammatory Bowel Diseases 21 (7), 1511-1518, 2015
Multiclass gene selection using Pareto-fronts
JC Rajapakse, PA Mundra
IEEE/ACM transactions on computational biology and bioinformatics 10 (1), 87-97, 2013
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