3D Slicer as an image computing platform for the Quantitative Imaging Network A Fedorov, R Beichel, J Kalpathy-Cramer, J Finet, JC Fillion-Robin, ... Magnetic resonance imaging 30 (9), 1323-1341, 2012 | 4276 | 2012 |
The multimodal brain tumor image segmentation benchmark (BRATS) BH Menze, A Jakab, S Bauer, J Kalpathy-Cramer, K Farahani, J Kirby, ... IEEE transactions on medical imaging 34 (10), 1993-2024, 2014 | 3420 | 2014 |
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018 | 952 | 2018 |
Consensus recommendations for a standardized Brain Tumor Imaging Protocol in clinical trials BM Ellingson, M Bendszus, J Boxerman, D Barboriak, BJ Erickson, ... Neuro-oncology 17 (9), 1188-1198, 2015 | 442 | 2015 |
Improved tumor oxygenation and survival in glioblastoma patients who show increased blood perfusion after cediranib and chemoradiation TT Batchelor, ER Gerstner, KE Emblem, DG Duda, J Kalpathy-Cramer, ... Proceedings of the national academy of sciences 110 (47), 19059-19064, 2013 | 336 | 2013 |
Automated diagnosis of plus disease in retinopathy of prematurity using deep convolutional neural networks JM Brown, JP Campbell, A Beers, K Chang, S Ostmo, RVP Chan, J Dy, ... JAMA ophthalmology 136 (7), 803-810, 2018 | 309 | 2018 |
Radiomics in brain tumor: image assessment, quantitative feature descriptors, and machine-learning approaches M Zhou, J Scott, B Chaudhury, L Hall, D Goldgof, KW Yeom, M Iv, Y Ou, ... American Journal of Neuroradiology 39 (2), 208-216, 2018 | 248 | 2018 |
Residual Convolutional Neural Network for the Determination of IDH Status in Low-and High-Grade Gliomas from MR ImagingNeural Network for Determination of IDH Status in Gliomas K Chang, HX Bai, H Zhou, C Su, WL Bi, E Agbodza, VK Kavouridis, ... Clinical Cancer Research 24 (5), 1073-1081, 2018 | 244 | 2018 |
A roadmap for foundational research on artificial intelligence in medical imaging: from the 2018 NIH/RSNA/ACR/The Academy Workshop CP Langlotz, B Allen, BJ Erickson, J Kalpathy-Cramer, K Bigelow, ... Radiology 291 (3), 781, 2019 | 221 | 2019 |
The RSNA pediatric bone age machine learning challenge SS Halabi, LM Prevedello, J Kalpathy-Cramer, AB Mamonov, A Bilbily, ... Radiology 290 (2), 498, 2019 | 212 | 2019 |
Nomogram for predicting the benefit of adjuvant chemoradiotherapy for resected gallbladder cancer SJ Wang, A Lemieux, J Kalpathy-Cramer, CB Ord, GV Walker, CD Fuller, ... Journal of Clinical Oncology 29 (35), 4627, 2011 | 201 | 2011 |
Distributed deep learning networks among institutions for medical imaging K Chang, N Balachandar, C Lam, D Yi, J Brown, A Beers, B Rosen, ... Journal of the American Medical Informatics Association 25 (8), 945-954, 2018 | 188 | 2018 |
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface M Abe, K Aoki, G Ateniese, R Avanzi, Z Beerliová, O Billet, A Biryukov, ... Lecture Notes in Computer Science (including subseries Lecture Notes in …, 2006 | 184* | 2006 |
Overview of the CLEF 2009 medical image retrieval track H Müller, J Kalpathy–Cramer, I Eggel, S Bedrick, S Radhouani, B Bakke, ... Workshop of the Cross-Language Evaluation Forum for European Languages, 72-84, 2009 | 166 | 2009 |
Evaluating performance of biomedical image retrieval systems—An overview of the medical image retrieval task at ImageCLEF 2004–2013 J Kalpathy-Cramer, AGS de Herrera, D Demner-Fushman, S Antani, ... Computerized Medical Imaging and Graphics 39, 55-61, 2015 | 158 | 2015 |
Overview of the ImageCLEF 2013 medical tasks A Garcia Seco De Herrera, J Kalpathy-Cramer, D Demner-Fushman, ... CLEF working notes 2013 1179, 219-232, 2014 | 149 | 2014 |
Overview of the ImageCLEFmed 2007 medical retrieval and medical annotation tasks H Müller, T Deselaers, TM Deserno, J Kalpathy–Cramer, E Kim, W Hersh Workshop of the Cross-Language Evaluation Forum for European Languages, 472-491, 2007 | 140 | 2007 |
Advanced magnetic resonance imaging of the physical processes in human glioblastoma J Kalpathy-Cramer, ER Gerstner, KE Emblem, OC Andronesi, B Rosen Cancer research 74 (17), 4622-4637, 2014 | 139 | 2014 |
Overview of the ImageCLEF 2012 medical image retrieval and classiFIcation tasks. H Müller, AGS de Herrera, J Kalpathy-Cramer, D Demner-Fushman, ... CLEF (online working notes/labs/workshop), 1-16, 2012 | 135 | 2012 |
Quantitative imaging biomarkers: a review of statistical methods for computer algorithm comparisons NA Obuchowski, AP Reeves, EP Huang, XF Wang, AJ Buckler, HJ Kim, ... Statistical methods in medical research 24 (1), 68-106, 2015 | 134 | 2015 |