Association between air pollution and ventricular arrhythmias in high-risk patients (ARIA study): a multicentre longitudinal study F Folino, G Buja, G Zanotto, E Marras, G Allocca, D Vaccari, G Gasparini, ... The Lancet Planetary Health 1 (2), e58-e64, 2017 | 68 | 2017 |
Comparison of machine learning techniques for prediction of hospitalization in heart failure patients G Lorenzoni, SS Sabato, C Lanera, D Bottigliengo, C Minto, H Ocagli, ... Journal of clinical medicine 8 (9), 1298, 2019 | 55 | 2019 |
COVID-19: ensuring our medical equipment can meet the challenge F Garzotto, E Ceresola, S Panagiotakopoulou, G Spina, F Menotto, ... Expert Review of Medical Devices 17 (6), 483-489, 2020 | 51 | 2020 |
A first estimation of the impact of public health actions against COVID-19 in Veneto (Italy) D Gregori, D Azzolina, C Lanera, I Prosepe, N Destro, G Lorenzoni, ... J Epidemiol Community Health 74 (10), 858-860, 2020 | 41 | 2020 |
Oversampling and replacement strategies in propensity score matching: a critical review focused on small sample size in clinical settings D Bottigliengo, I Baldi, C Lanera, G Lorenzoni, J Bejko, T Bottio, V Tarzia, ... BMC medical research methodology 21, 1-16, 2021 | 36 | 2021 |
Increasing awareness of food-choking and nutrition in children through education of caregivers: the CHOP community intervention trial study protocol G Lorenzoni, D Azzolina, S Baldas, G Messi, C Lanera, MA French, ... BMC public health 19, 1-7, 2019 | 33 | 2019 |
Early termination of cardiovascular trials as a consequence of poor accrual: analysis of ClinicalTrials. gov 2006–2015 I Baldi, C Lanera, P Berchialla, D Gregori BMJ open 7 (6), e013482, 2017 | 33 | 2017 |
Performance of prognostic heart failure models in patients with nonischemic cardiomyopathy undergoing ventricular tachycardia ablation D Muser, JJ Liang, SA Castro, C Lanera, A Enriquez, L Kuo, S Magnani, ... JACC: Clinical Electrophysiology 5 (7), 801-813, 2019 | 30 | 2019 |
Resting energy expenditure in the elderly: systematic review and comparison of equations in an experimental population H Ocagli, C Lanera, D Azzolina, G Piras, R Soltanmohammadi, S Gallipoli, ... Nutrients 13 (2), 458, 2021 | 26 | 2021 |
Screening PubMed abstracts: is class imbalance always a challenge to machine learning? C Lanera, P Berchialla, A Sharma, C Minto, D Gregori, I Baldi Systematic reviews 8, 1-9, 2019 | 26 | 2019 |
Excess of all-cause mortality is only partially explained by COVID-19 in Veneto (Italy) during spring outbreak E Gallo, I Prosepe, G Lorenzoni, AŞ Acar, C Lanera, P Berchialla, ... BMC Public Health 21 (1), 797, 2021 | 25 | 2021 |
Is a more aggressive COVID-19 case detection approach mitigating the burden on ICUs? Some reflections from Italy G Lorenzoni, C Lanera, D Azzolina, P Berchialla, D Gregori, ... Critical Care 24, 1-2, 2020 | 23 | 2020 |
Machine Learning Techniques applied in risk assessment related to food safety IZSTO, G Ru, MI Crescio, F Ingravalle, C Maurella, UBESP, D Gregori, ... EFSA Supporting Publications 14 (7), 1254E, 2017 | 23 | 2017 |
Machine learning in clinical and epidemiological research: isn't it time for biostatisticians to work on it? D Azzolina, I Baldi, G Barbati, P Berchialla, D Bottigliengo, A Bucci, ... Epidemiology Biostatistics and Public Health 16 (4), 1-3, 2019 | 20 | 2019 |
Daily exposure to air pollution particulate matter is associated with atrial fibrillation in high-risk patients E Gallo, F Folino, G Buja, G Zanotto, D Bottigliengo, R Comoretto, ... International journal of environmental research and public health 17 (17), 6017, 2020 | 19 | 2020 |
Bayesian machine learning techniques for revealing complex interactions among genetic and clinical factors in association with extra-intestinal manifestations in IBD patients E Menti, C Lanera, G Lorenzoni, DF Giachino, M De Marchi, D Gregori, ... AMIA Annual Symposium Proceedings 2016, 884, 2017 | 18 | 2017 |
Clinical and prognostic implications of methods and partition values used to assess left atrial volume by two-dimensional echocardiography E Surkova, LP Badano, D Genovese, G Cavalli, C Lanera, J Bidviene, ... Journal of the American Society of Echocardiography 30 (11), 1119-1129, 2017 | 16 | 2017 |
Detecting neurodevelopmental trajectories in congenital heart diseases with a machine-learning approach E Cainelli, PS Bisiacchi, P Cogo, M Padalino, M Simonato, M Vergine, ... Scientific reports 11 (1), 2574, 2021 | 15 | 2021 |
The role of genetic factors in characterizing extra-intestinal manifestations in Crohn’s disease patients: are bayesian machine learning methods improving outcome predictions? D Bottigliengo, P Berchialla, C Lanera, D Azzolina, G Lorenzoni, ... Journal of Clinical Medicine 8 (6), 865, 2019 | 15 | 2019 |
Time trends in first hospitalization for heart failure in a community-based population G Lorenzoni, D Azzolina, C Lanera, G Brianti, D Gregori, D Vanuzzo, ... International Journal of Cardiology 271, 195-199, 2018 | 15 | 2018 |