| COVID-19 on chest radiographs: a multireader evaluation of an artificial intelligence system K Murphy, H Smits, AJG Knoops, MBJM Korst, T Samson, ET Scholten, ... Radiology 296 (3), E166-E172, 2020 | 234 | 2020 |
| Automated localization of breast cancer in DCE-MRI A Gubern-Mérida, R Martí, J Melendez, JL Hauth, RM Mann, ... Medical image analysis 20 (1), 265-274, 2015 | 158 | 2015 |
| An automated tuberculosis screening strategy combining X-ray-based computer-aided detection and clinical information J Melendez, CI Sánchez, RHHM Philipsen, P Maduskar, R Dawson, ... Scientific reports 6 (1), 25265, 2016 | 147 | 2016 |
| Computer aided detection of tuberculosis on chest radiographs: An evaluation of the CAD4TB v6 system K Murphy, SS Habib, SMA Zaidi, S Khowaja, A Khan, J Melendez, ... Scientific reports 10 (1), 5492, 2020 | 140 | 2020 |
| A novel multiple-instance learning-based approach to computer-aided detection of tuberculosis on chest X-rays J Melendez, B Van Ginneken, P Maduskar, RHHM Philipsen, K Reither, ... IEEE transactions on medical imaging 34 (1), 179-192, 2014 | 139 | 2014 |
| Breast tumor classification in ultrasound images using texture analysis and super-resolution methods M Abdel-Nasser, J Melendez, A Moreno, OA Omer, D Puig Engineering Applications of Artificial Intelligence 59, 84-92, 2017 | 136 | 2017 |
| Automated chest-radiography as a triage for Xpert testing in resource-constrained settings: a prospective study of diagnostic accuracy and costs R Philipsen, CI Sánchez, P Maduskar, J Melendez, L Peters-Bax, ... Scientific reports 5 (1), 12215, 2015 | 92 | 2015 |
| On combining multiple-instance learning and active learning for computer-aided detection of tuberculosis J Melendez, B Van Ginneken, P Maduskar, RHHM Philipsen, H Ayles, ... Ieee transactions on medical imaging 35 (4), 1013-1024, 2015 | 69 | 2015 |
| Computer-aided diagnosis for World Health Organization-defined chest radiograph primary-endpoint pneumonia in children N Mahomed, B van Ginneken, RHHM Philipsen, J Melendez, DP Moore, ... Pediatric radiology 50, 482-491, 2020 | 59 | 2020 |
| Localized energy-based normalization of medical images: application to chest radiography RHHM Philipsen, P Maduskar, L Hogeweg, J Melendez, CI Sánchez, ... IEEE transactions on medical imaging 34 (9), 1965-1975, 2015 | 56 | 2015 |
| Automatic detection of pleural effusion in chest radiographs P Maduskar, RHMM Philipsen, J Melendez, E Scholten, D Chanda, ... Medical image analysis 28, 22-32, 2016 | 45 | 2016 |
| Computer‐aided detection of breast cancers using Haar‐like features in automated 3D breast ultrasound T Tan, JJ Mordang, J van Zelst, A Grivegnée, A Gubern‐Mérida, ... Medical physics 42 (4), 1498-1504, 2015 | 43 | 2015 |
| White matter and gray matter segmentation in 4D computed tomography R Manniesing, MTH Oei, LJ Oostveen, J Melendez, EJ Smit, B Platel, ... Scientific Reports 7 (1), 119, 2017 | 37 | 2017 |
| Application-independent feature selection for texture classification D Puig, MA Garcia, J Melendez Pattern Recognition 43 (10), 3282-3297, 2010 | 37 | 2010 |
| Automatic versus human reading of chest X-rays in the Zambia National Tuberculosis Prevalence Survey J Melendez, R Philipsen, P Chanda-Kapata, V Sunkutu, N Kapata, ... The International Journal of Tuberculosis and Lung Disease 21 (8), 880-886, 2017 | 34 | 2017 |
| Computer-aided diagnosis of breast cancer via Gabor wavelet bank and binary-class SVM in mammographic images J Torrents-Barrena, D Puig, J Melendez, A Valls Journal of Experimental & Theoretical Artificial Intelligence 28 (1-2), 295-311, 2016 | 32 | 2016 |
| Efficient distance-based per-pixel texture classification with Gabor wavelet filters J Melendez, MA Garcia, D Puig Pattern Analysis and Applications 11 (3), 365-372, 2008 | 32 | 2008 |
| Accuracy of an automated system for tuberculosis detection on chest radiographs in high-risk screening J Melendez, L Hogeweg, CI Sánchez, R Philipsen, RW Aldridge, ... The International Journal of Tuberculosis and Lung Disease 22 (5), 567-571, 2018 | 29 | 2018 |
| Automated detection of breast cancer in false-negative screening MRI studies from women at increased risk A Gubern-Mérida, S Vreemann, R Martí, J Melendez, S Lardenoije, ... European journal of radiology 85 (2), 472-479, 2016 | 28 | 2016 |
| The impact of pixel resolution, integration scale, preprocessing, and feature normalization on texture analysis for mass classification in mammograms M Abdel-Nasser, J Melendez, A Moreno, D Puig International Journal of Optics 2016 (1), 1370259, 2016 | 28 | 2016 |
