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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
3332010
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
1972016
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
1362007
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
1262017
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
1062020
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
832018
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
772007
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
692019
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
652015
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
562015
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
522018
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
522017
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
492017
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
432010
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
422015
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
392017
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
392016
SVM-RFE with relevancy and redundancy criteria for gene selection
P Mundra, J Rajapakse
Pattern Recognition in Bioinformatics, 242-252, 2007
342007
The T cell receptor repertoire of tumor infiltrating T cells is predictive and prognostic for cancer survival
S Valpione, PA Mundra, E Galvani, LG Campana, P Lorigan, F De Rosa, ...
Nature Communications 12 (1), 1-8, 2021
322021
Multiclass gene selection using Pareto-fronts
JC Rajapakse, PA Mundra
IEEE/ACM transactions on computational biology and bioinformatics 10 (1), 87-97, 2013
302013
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Articles 1–20