| Cross-validation for imbalanced datasets: avoiding overoptimistic and overfitting approaches [research frontier] MS Santos, JP Soares, PH Abreu, H Araujo, J Santos ieee ComputatioNal iNtelligeNCe magaziNe 13 (4), 59-76, 2018 | 395 | 2018 |
| Using deep learning techniques in medical imaging: a systematic review of applications on CT and PET I Domingues, G Pereira, P Martins, H Duarte, J Santos, PH Abreu Artificial Intelligence Review 53 (6), 4093-4160, 2020 | 170 | 2020 |
| Generating synthetic missing data: A review by missing mechanism MS Santos, RC Pereira, AF Costa, JP Soares, J Santos, PH Abreu IEEE Access 7, 11651-11667, 2019 | 96 | 2019 |
| How distance metrics influence missing data imputation with k-nearest neighbours MS Santos, PH Abreu, S Wilk, J Santos Pattern Recognition Letters 136, 111-119, 2020 | 43 | 2020 |
| Avaliação histomorfométrica do efeito do extrato aquoso de urucum (norbixina) no processo de cicatrização de feridas cutâneas em ratos JAA Santos, M Sousa, ELV Silva, FCA Aguiar Júnior Revista Brasileira de Plantas Medicinais 16, 637-643, 2014 | 39 | 2014 |
| Evaluation of oversampling data balancing techniques in the context of ordinal classification I Domingues, JP Amorim, PH Abreu, H Duarte, J Santos 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 38 | 2018 |
| Influence of data distribution in missing data imputation MS Santos, JP Soares, PH Abreu, H Araújo, J Santos Conference on Artificial Intelligence in Medicine in Europe, 285-294, 2017 | 35 | 2017 |
| The role of dipolar interactions in magnetic nanoparticles: Ferromagnetic resonance in discontinuous magnetic multilayers DS Schmool, R Rocha, JB Sousa, JAM Santos, GN Kakazei, ... Journal of applied physics 101 (10), 103907, 2007 | 33 | 2007 |
| Image descriptors in radiology images: a systematic review MA Nogueira, PH Abreu, P Martins, P Machado, H Duarte, J Santos Artificial Intelligence Review 47 (4), 531-559, 2017 | 31 | 2017 |
| Peculiar magnetic and electrical properties near structural percolation in metal-insulator granular layers JB Sousa, JAM Santos, RFA Silva, JM Teixeira, J Ventura, JP Araújo, ... Journal of applied physics 96 (7), 3861-3864, 2004 | 25 | 2004 |
| Study of nuclear medicine practices in Portugal from an internal dosimetry perspective J Bento, P Teles, M Neves, AI Santos, G Cardoso, A Barreto, F Alves, ... Radiation Protection Dosimetry 149 (4), 438-443, 2012 | 24 | 2012 |
| Syringe shape and positioning relative to efficiency volume inside dose calibrators and its role in nuclear medicine quality assurance programs JAM Santos, MF Carrasco, J Lencart, AL Bastos Applied Radiation and Isotopes 67 (6), 1104-1109, 2009 | 24 | 2009 |
| Computer vision in esophageal cancer: a literature review I Domingues, IL Sampaio, H Duarte, JAM Santos, PH Abreu IEEE Access 7, 103080-103094, 2019 | 22 | 2019 |
| An artificial neural networks approach for assessment treatment response in oncological patients using PET/CT images MA Nogueira, PH Abreu, P Martins, P Machado, H Duarte, J Santos BMC medical imaging 17 (1), 1-8, 2017 | 22 | 2017 |
| Low-field magnetization study of CoFe–Al2O3 multilayers GN Kakazei, YG Pogorelov, JAM Santos, JB Sousa, PP Freitas, ... Journal of magnetism and magnetic materials 266 (1-2), 57-61, 2003 | 21 | 2003 |
| Optimization of skin dose using in‐vivo MOSFET dose measurements in bolus/non‐bolus fraction ratio: A VMAT and a 3DCRT study AG Dias, DFS Pinto, MF Borges, MH Pereira, JAM Santos, LT Cunha, ... Journal of applied clinical medical physics 20 (2), 63-70, 2019 | 20 | 2019 |
| Preliminary assessment of the dose to the interventional radiologist in fluoro-CT-guided procedures MF Pereira, JG Alves, S Sarmento, JAM Santos, MJ Sousa, M Gouvêa, ... Radiation protection dosimetry 144 (1-4), 448-452, 2011 | 18 | 2011 |
| Evaluation of the Portuguese population exposure to ionizing radiation due to x-ray and nuclear medicine procedures from 2013 to 2017 P Teles, M Trincão, F Alves, V Antunes, D Calado, G Cantinho, ... Radiation Physics and Chemistry 172, 108762, 2020 | 17 | 2020 |
| Interpreting deep learning models for ordinal problems. JP Amorim, I Domingues, PH Abreu, JAM Santos ESANN, 2018 | 14 | 2018 |
| Characterization of an active dosemeter according to IEC 61526: 2010 J Cardoso, JAM Santos, L Santos, JG Alves, C Oliveira Radiation protection dosimetry 170 (1-4), 127-131, 2016 | 13 | 2016 |