| A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME AM Salih, Z Raisi‐Estabragh, IB Galazzo, P Radeva, SE Petersen, ... Advanced Intelligent Systems, 2400304, 2024 | 561 | 2024 |
| Cardiovascular disease and mortality sequelae of COVID-19 in the UK Biobank Z Raisi-Estabragh, J Cooper, A Salih, B Raman, AM Lee, S Neubauer, ... Heart 109 (2), 119-126, 2023 | 154 | 2023 |
| Explainable artificial intelligence and cardiac imaging: toward more interpretable models A Salih, I Boscolo Galazzo, P Gkontra, AM Lee, K Lekadir, ... Circulation: Cardiovascular Imaging 16 (4), e014519, 2023 | 90 | 2023 |
| A review of evaluation approaches for explainable AI with applications in cardiology AM Salih, IB Galazzo, P Gkontra, E Rauseo, AM Lee, K Lekadir, P Radeva, ... Artificial Intelligence Review 57 (9), 240, 2024 | 58 | 2024 |
| Conceptual overview of biological age estimation A Salih, T Nichols, L Szabo, SE Petersen, Z Raisi-Estabragh Aging and disease 14 (3), 583, 2023 | 47 | 2023 |
| Estimation of biological heart age using cardiovascular magnetic resonance radiomics Z Raisi-Estabragh, A Salih, P Gkontra, A Atehortúa, P Radeva, ... Scientific Reports 12 (1), 12805, 2022 | 38 | 2022 |
| Explainable artificial intelligence for magnetic resonance imaging aging brainprints: Grounds and challenges IB Galazzo, F Cruciani, L Brusini, A Salih, P Radeva, SF Storti, ... IEEE Signal Processing Magazine 39 (2), 99-116, 2022 | 35 | 2022 |
| Clinician's guide to trustworthy and responsible artificial intelligence in cardiovascular imaging L Szabo, Z Raisi-Estabragh, A Salih, C McCracken, E Ruiz Pujadas, ... Frontiers in Cardiovascular Medicine 9, 1016032, 2022 | 34 | 2022 |
| Cardiovascular magnetic resonance reference ranges from the Healthy Hearts Consortium Z Raisi-Estabragh, L Szabo, C McCracken, R Bülow, GD Aquaro, F Andre, ... Cardiovascular Imaging 17 (7), 746-762, 2024 | 31 | 2024 |
| Ischemic heart disease and vascular risk factors are associated with accelerated brain aging E Rauseo, A Salih, Z Raisi-Estabragh, N Aung, N Khanderia, ... Cardiovascular Imaging 16 (7), 905-915, 2023 | 30 | 2023 |
| Characterizing the contribution of dependent features in XAI methods AM Salih, IB Galazzo, Z Raisi-Estabragh, SE Petersen, G Menegaz, ... IEEE Journal of Biomedical and Health Informatics 28 (11), 6466-6473, 2024 | 28 | 2024 |
| Investigating explainable artificial intelligence for MRI-based classification of dementia: a new stability criterion for explainable methods A Salih, IB Galazzo, F Cruciani, L Brusini, P Radeva 2022 IEEE International Conference on Image Processing (ICIP), 4003-4007, 2022 | 25 | 2022 |
| Image‐based biological heart age estimation reveals differential aging patterns across cardiac chambers AM Salih, ER Pujadas, VM Campello, C McCracken, NC Harvey, ... Journal of Magnetic Resonance Imaging 58 (6), 1797-1812, 2023 | 21 | 2023 |
| Noninvasive Techniques for Tracking Biological Aging of the Cardiovascular System: JACC Family Series Z Raisi-Estabragh, L Szabo, A Schuermans, AM Salih, CWL Chin, H Vágó, ... Cardiovascular Imaging 17 (5), 533-551, 2024 | 20 | 2024 |
| Radiomics of pericardial fat: a new frontier in heart failure discrimination and prediction L Szabo, A Salih, ER Pujadas, A Bard, C McCracken, M Ardissino, ... European Radiology 34 (6), 4113-4126, 2024 | 19 | 2024 |
| Brain age estimation at tract group level and its association with daily life measures, cardiac risk factors and genetic variants A Salih, I Boscolo Galazzo, Z Raisi-Estabragh, E Rauseo, P Gkontra, ... Scientific reports 11 (1), 20563, 2021 | 18 | 2021 |
| A new scheme for the assessment of the robustness of explainable methods applied to brain age estimation A Salih, IB Galazzo, Z Raisi-Estabragh, SE Petersen, P Gkontra, K Lekadir, ... 2021 IEEE 34th international symposium on computer-based medical systems …, 2021 | 16 | 2021 |
| Quality control of cardiac magnetic resonance imaging segmentation, feature tracking, aortic flow, and native T1 analysis using automated batch processing in the UK Biobank study S Chadalavada, E Rauseo, A Salih, H Naderi, M Khanji, JD Vargas, ... European Heart Journal-Imaging Methods and Practice 2 (3), qyae094, 2024 | 14 | 2024 |
| Are Linear Regression Models White Box and Interpretable? AM Salih, Y Wang arXiv preprint arXiv:2407.12177, 2024 | 10 | 2024 |
| Explainable artificial intelligence and multicollinearity: A mini review of current approaches AM Salih arXiv preprint arXiv:2406.11524, 2024 | 10 | 2024 |
Steffen E PetersenQueen Mary University of LondonVerified email at qmul.ac.uk
