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Victor Roth Cardoso
Victor Roth Cardoso
Data scientist - Research fellow, University of Birmingham
Verified email at bham.ac.uk
Title
Cited by
Cited by
Year
Evaluation and improvement of the National Early Warning Score (NEWS2) for COVID-19: a multi-hospital study
E Carr, R Bendayan, D Bean, M Stammers, W Wang, H Zhang, T Searle, ...
BMC medicine 19 (1), 1-16, 2021
1452021
Data-driven discovery and validation of circulating blood-based biomarkers associated with prevalent atrial fibrillation
W Chua, Y Purmah, VR Cardoso, GV Gkoutos, SP Tull, G Neculau, ...
European heart journal 40 (16), 1268-1276, 2019
1252019
Redefining β-blocker response in heart failure patients with sinus rhythm and atrial fibrillation: a machine learning cluster analysis
A Karwath, KV Bunting, SK Gill, O Tica, S Pendleton, F Aziz, AD Barsky, ...
The Lancet 398 (10309), 1427-1435, 2021
632021
A random forest based biomarker discovery and power analysis framework for diagnostics research
A Acharjee, J Larkman, Y Xu, VR Cardoso, GV Gkoutos
BMC medical genomics 13, 1-14, 2020
582020
Reduced left atrial cardiomyocyte PITX2 and elevated circulating BMP10 predict atrial fibrillation after ablation
JS Reyat, W Chua, VR Cardoso, A Witten, PM Kastner, SN Kabir, ...
JCI insight 5 (16), 2020
502020
Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score
COVIDSurg Collaborative
The British journal of surgery 108 (11), 1274, 2021
432021
30-day morbidity and mortality of sleeve gastrectomy, Roux-en-Y gastric bypass and one anastomosis gastric bypass: a propensity score-matched analysis of the GENEVA data
R Singhal, VR Cardoso, T Wiggins, J Super, C Ludwig, GV Gkoutos, ...
International Journal of Obesity 46 (4), 750-757, 2022
252022
Smartphone detection of atrial fibrillation using photoplethysmography: a systematic review and meta-analysis
S Gill, KV Bunting, C Sartini, VR Cardoso, N Ghoreishi, HW Uh, ...
Heart 108 (20), 1600-1607, 2022
172022
Eligibility for early rhythm control in patients with atrial fibrillation in the UK Biobank
S Kany, VR Cardoso, L Bravo, JA Williams, R Schnabel, L Fabritz, ...
Heart 108 (23), 1873-1880, 2022
162022
Quantification of fibroblast growth factor 23 and N-terminal pro-B-type natriuretic peptide to identify patients with atrial fibrillation using a high-throughput platform: A …
W Chua, JP Law, VR Cardoso, Y Purmah, G Neculau, M Jawad-Ul-Qamar, ...
PLoS medicine 18 (2), e1003405, 2021
162021
Ensemble learning for poor prognosis predictions: A case study on SARS-CoV-2
H Wu, H Zhang, A Karwath, Z Ibrahim, T Shi, X Zhang, K Wang, J Sun, ...
Journal of the American Medical Informatics Association 28 (4), 791-800, 2021
132021
Artificial intelligence to enhance clinical value across the spectrum of cardiovascular healthcare
SK Gill, A Karwath, HW Uh, VR Cardoso, Z Gu, A Barsky, L Slater, ...
European Heart Journal 44 (9), 713-725, 2023
122023
Implementation of patient-reported outcome measures in real-world evidence studies: analysis of ClinicalTrials. gov records (1999–2021)
K Maruszczyk, OL Aiyegbusi, VR Cardoso, GV Gkoutos, K Slater, P Collis, ...
Contemporary Clinical Trials 120, 106882, 2022
122022
Fishgraph: A network-driven data analysis
P Cavoto, V Cardoso, RV Lebbe, A Santanchè
2015 IEEE 11th International Conference on e-Science, 177-186, 2015
102015
Multimorbidity prediction using link prediction
F Aziz, VR Cardoso, L Bravo-Merodio, D Russ, SC Pendleton, JA Williams, ...
Scientific Reports 11 (1), 16392, 2021
82021
Outcomes of early rhythm control therapy in patients with atrial fibrillation and a high comorbidity burden in large real-world cohorts
J Dickow, S Kany, V Roth Cardoso, PT Ellinor, GV Gkoutos, ...
Circulation: Arrhythmia and Electrophysiology 16 (5), e011585, 2023
72023
GENEVA Collaborators 30-day morbidity and mortality of sleeve gastrectomy, Roux-en-Y gastric bypass and one anastomosis gastric bypass: A propensity score-matched analysis of …
R Singhal, VR Cardoso, T Wiggins, J Super, C Ludwig, GV Gkoutos, ...
Int. J. Obes 46 (4), 750-757, 2022
72022
Evaluating the detection ability of a range of epistasis detection methods on simulated data for pure and impure epistatic models
D Russ, JA Williams, VR Cardoso, L Bravo-Merodio, SC Pendleton, F Aziz, ...
PloS one 17 (2), e0263390, 2022
72022
card AIc group and the Beta-blockers in Heart Failure Collaborative Group. Redefining β-blocker response in heart failure patients with sinus rhythm and atrial fibrillation: a …
A Karwath, KV Bunting, SK Gill, O Tica, S Pendleton, F Aziz, AD Barsky, ...
Lancet 398, 1427-1435, 2021
72021
Early onset of immune-mediated diseases in minority ethnic groups in the UK
A Sharma-Oates, DT Zemedikun, K Kumar, JA Reynolds, A Jain, K Raza, ...
BMC medicine 20 (1), 346, 2022
52022
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