Aris Perperoglou Ph.D.
Aris Perperoglou Ph.D.
Head of Predictive Modelling, GSK
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Cited by
A review of spline function procedures in R
A Perperoglou, W Sauerbrei, M Abrahamowicz, M Schmid
BMC medical research methodology 19 (1), 1-16, 2019
Ensemble of a subset of kNN classifiers
A Gul, A Perperoglou, Z Khan, O Mahmoud, M Miftahuddin, W Adler, ...
Advances in data analysis and classification 12, 827-840, 2018
State of the art in selection of variables and functional forms in multivariable analysis—outstanding issues
W Sauerbrei, A Perperoglou, M Schmid, M Abrahamowicz, H Becher, ...
Diagnostic and prognostic research 4, 1-18, 2020
Relationship of cell proliferation (Ki-67) to 99mTc-(V)DMSA uptake in breast cancer
VJ Papantoniou, MA Souvatzoglou, VJ Valotassiou, AN Louvrou, ...
Breast Cancer Research 6, 1-7, 2004
A feature selection method for classification within functional genomics experiments based on the proportional overlapping score
O Mahmoud, A Harrison, A Perperoglou, A Gul, Z Khan, MV Metodiev, ...
BMC bioinformatics 15 (1), 1-20, 2014
Approaches in modelling long‐term survival: an application to breast cancer
A Perperoglou, A Keramopoullos, HC van Houwelingen
Statistics in medicine 26 (13), 2666-2685, 2007
Midwall fibrosis and 5-year outcome in moderate and severe aortic stenosis
VS Vassiliou, A Perperoglou, CE Raphael, S Joshi, T Malley, R Everett, ...
Journal of the American College of Cardiology 69 (13), 1755-1756, 2017
Reduced‐rank hazard regression for modelling non‐proportional hazards
A Perperoglou, S Cessie, HC van Houwelingen
Statistics in Medicine 25 (16), 2831-2845, 2006
Ensemble of optimal trees, random forest and random projection ensemble classification
Z Khan, A Gul, A Perperoglou, M Miftahuddin, O Mahmoud, W Adler, ...
Advances in Data Analysis and Classification 14, 97-116, 2020
93 Ejection fraction by cardiovascular magnetic resonance predicts adverse outcomes post aortic valve replacement
V Vassiliou, C Chin, A Perperoglou, G Tse, A Ali, C Raphael, A Jabbour, ...
Heart 100 (Suppl 3), A53-A54, 2014
Performance development from youth to senior and age of peak performance in Olympic weightlifting
M Huebner, A Perperoglou
Frontiers in Physiology 10, 1121, 2019
Age-associated performance decline and sex differences in olympic weightlifting
M Huebner, DE Meltzer, A Perperoglou
Medicine and science in sports and exercise 51 (11), 2302, 2019
Penalized regression with individual deviance effects
A Perperoglou, PHC Eilers
Computational Statistics 25, 341-361, 2010
A fast routine for fitting Cox models with time varying effects of the covariates
A Perperoglou, S le Cessie, HC van Houwelingen
Computer methods and programs in biomedicine 81 (2), 154-161, 2006
Cough affects Quality of Life in asthmatic children aged 8-14 more than other asthma symptoms
KT Petsios, KN Priftis, C Tsoumakas, A Perperoglou, E Hatziagorou, ...
Allergologia et immunopathologia 37 (2), 80-88, 2009
Cox models with dynamic ridge penalties on time‐varying effects of the covariates
A Perperoglou
Statistics in medicine 33 (1), 170-180, 2014
Skin colonisation at the catheter exit site is strongly associated with catheter colonisation and catheter‐related sepsis
V Ponnusamy, A Perperoglou, V Venkatesh, A Curley, N Brown, ...
Acta paediatrica 103 (12), 1233-1238, 2014
An ensemble of optimal trees for class membership probability estimation
Z Khan, A Gul, O Mahmoud, M Miftahuddin, A Perperoglou, W Adler, ...
Analysis of Large and Complex Data, 395-409, 2016
Sex differences and impact of body mass on performance from childhood to senior athletes in Olympic weightlifting
M Huebner, A Perperoglou
Plos one 15 (9), e0238369, 2020
Long-term safety of paclitaxel drug-coated balloon-only angioplasty for de novo coronary artery disease: the SPARTAN DCB study
I Merinopoulos, T Gunawardena, U Wickramarachchi, P Richardson, ...
Clinical Research in Cardiology 110, 220-227, 2021
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