| Precision medicine and artificial intelligence: a pilot study on deep learning for hypoglycemic events detection based on ECG M Porumb, S Stranges, A Pescapè, L Pecchia Scientific reports 10 (1), 170, 2020 | 178 | 2020 |
| A convolutional neural network approach to detect congestive heart failure M Porumb, E Iadanza, S Massaro, L Pecchia Biomedical Signal Processing and Control 55, 101597, 2020 | 125 | 2020 |
| Automated echocardiographic detection of severe coronary artery disease using artificial intelligence R Upton, A Mumith, A Beqiri, A Parker, W Hawkes, S Gao, M Porumb, ... Cardiovascular Imaging 15 (5), 715-727, 2022 | 59 | 2022 |
| Nocturnal low glucose detection in healthy elderly from one-lead ECG using convolutional denoising autoencoders M Porumb, C Griffen, J Hattersley, L Pecchia Biomedical Signal Processing and Control 62, 102054, 2020 | 31 | 2020 |
| Automated echocardiographic detection of heart failure with preserved ejection fraction using artificial intelligence AP Akerman, M Porumb, CG Scott, A Beqiri, A Chartsias, AJ Ryu, ... JACC: Advances 2 (6), 100452, 2023 | 22 | 2023 |
| feature engineered relation extraction–Medical documents setting I Barbantan, M Porumb, C Lemnaru, R Potolea International Journal of Web Information Systems 12 (3), 336-358, 2016 | 14 | 2016 |
| REMed: automatic relation extraction from medical documents M Porumb, I Barbantan, C Lemnaru, R Potolea Proceedings of the 17th International Conference on Information Integration …, 2015 | 12 | 2015 |
| CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation T Judge, O Bernard, M Porumb, A Chartsias, A Beqiri, PM Jodoin International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 11 | 2022 |
| Left ventricle contouring of apical three-chamber views on 2d echocardiography A Gomez, M Porumb, A Mumith, T Judge, S Gao, WJC Kim, J Oliveira, ... International Workshop on Advances in Simplifying Medical Ultrasound, 96-105, 2022 | 3 | 2022 |
| Electrocardiogram-based blood glucose level monitoring L Pecchia, M Porumb US Patent App. 17/639,000, 2022 | 2 | 2022 |
| Estimation of the heart rate variability features via recurrent neural networks M Porumb, R Castaldo, L Pecchia World Congress on Medical Physics and Biomedical Engineering 2018: June 3–8 …, 2018 | 2 | 2018 |
| Comparison of clinical algorithms and artificial intelligence applied to an echocardiogram to categorize risk of heart failure with preserved ejection fraction (HFPEF) A Akerman, M Porumb, A Beqiri, A Chartsias, C Scott, A Ryu, GC Kane, ... Journal of the American College of Cardiology 81 (8_Supplement), 360-360, 2023 | 1 | 2023 |
| Fully automated quantification of LV regional wall motion from echocardiograms to detect myocardial infarction S Gao, M Porumb, A Mumith, A Parker, S Walker, G Jones, A Chartsias, ... European Heart Journal-Cardiovascular Imaging 23 (Supplement_1), jeab289. 009, 2022 | 1 | 2022 |
| Site-specific automated contouring model generalisibiliy enhancement M Porumb, A Mumith, S Gao, A Parker, A Beqiri, R Sarwar, R Upton, ... European Heart Journal-Cardiovascular Imaging 22 (Supplement_1), jeaa356. 430, 2021 | 1 | 2021 |
| Clinical Utility Of An AI-Based Model For Detection Of Heart Failure With Preserved Ejection Fraction Using Decision Curve Analysis R Upton, AP Akerman, M Porumb, CG Scott, A Beqiri, A Chartsias, A Ryu, ... Journal of Cardiac Failure 30 (1), 130, 2024 | | 2024 |
| An Artificial Intelligence Based Model for Heart Failure With Preserved Ejection Fraction Predicts Cardiac Mortality CE Cassianni, GD Huntley, AP Akerman, M Porumb, CG Scott, ... Circulation 148 (Suppl_1), A17227-A17227, 2023 | | 2023 |
| ESTIMATING HEART RATE IN ECHOCARDIOGRAPHY PATIENTS WHERE ECG MONITORING WAS NOT PERFORMED A Parker, A Beqiri, A Mumith, M Porumb, S Gao, R Upton, P Leeson, ... Journal of the American College of Cardiology 77 (18_Supplement_1), 1333-1333, 2021 | | 2021 |
| Deep learning for electrocardiogram analysis applied to health monitoring applications M Porumb University of Warwick (United Kingdom), 2020 | | 2020 |
| Clinical relevance of pre-formed IgM HLA-donor specific antibodies (DSA) in HLA-incompatible kidney transplantation A Babu, A Andreou, M Porumb, T Shaikhina, D Briggs, N Krishnan, ... TRANSPLANTATION 100 (7), S835-S835, 2016 | | 2016 |
| Presence of day-14 post transplantation donor specific IgM antibody predicts poor graft survival in HLA-incompatible renal transplantation A Babu, A Andreou, M Porumb, T Shaikhina, D Briggs, N Krishnan, ... TRANSPLANTATION 100 (7), S834-S834, 2016 | | 2016 |
