Deep convolutional neural networks for computer-aided detection: CNN architectures, dataset characteristics and transfer learning HC Shin, HR Roth, M Gao, L Lu, Z Xu, I Nogues, J Yao, D Mollura, ... IEEE transactions on medical imaging 35 (5), 1285-1298, 2016 | 6320 | 2016 |
Pulmonary pathologic findings of fatal 2009 pandemic influenza A/H1N1 viral infections JR Gill, ZM Sheng, SF Ely, DG Guinee Jr, MB Beasley, J Suh, ... Archives of pathology & laboratory medicine 134 (2), 235-243, 2010 | 567 | 2010 |
A review on segmentation of positron emission tomography images B Foster, U Bagci, A Mansoor, Z Xu, DJ Mollura Computers in biology and medicine 50, 76-96, 2014 | 446 | 2014 |
Evaluation of candidate vaccine approaches for MERS-CoV L Wang, W Shi, MG Joyce, K Modjarrad, Y Zhang, K Leung, CR Lees, ... Nature communications 6 (1), 7712, 2015 | 342 | 2015 |
Segmentation and image analysis of abnormal lungs at CT: current approaches, challenges, and future trends A Mansoor, U Bagci, B Foster, Z Xu, GZ Papadakis, LR Folio, JK Udupa, ... Radiographics 35 (4), 1056-1076, 2015 | 330 | 2015 |
Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks M Gao, U Bagci, L Lu, A Wu, M Buty, HC Shin, H Roth, GZ Papadakis, ... Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2018 | 303 | 2018 |
Ultrasound for breast cancer detection globally: a systematic review and meta-analysis R Sood, AF Rositch, D Shakoor, E Ambinder, KL Pool, E Pollack, ... Journal of global oncology, 2019 | 245 | 2019 |
CT-realistic lung nodule simulation from 3D conditional generative adversarial networks for robust lung segmentation D Jin, Z Xu, Y Tang, AP Harrison, DJ Mollura Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 224 | 2018 |
A generic approach to pathological lung segmentation A Mansoor, U Bagci, Z Xu, B Foster, KN Olivier, JM Elinoff, AF Suffredini, ... IEEE transactions on medical imaging 33 (12), 2293-2310, 2014 | 207 | 2014 |
Joint segmentation of anatomical and functional images: Applications in quantification of lesions from PET, PET-CT, MRI-PET, and MRI-PET-CT images U Bagci, JK Udupa, N Mendhiratta, B Foster, Z Xu, J Yao, X Chen, ... Medical image analysis 17 (8), 929-945, 2013 | 201 | 2013 |
Progressive and multi-path holistically nested neural networks for pathological lung segmentation from CT images AP Harrison, Z Xu, K George, L Lu, RM Summers, DJ Mollura Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017 | 162 | 2017 |
Imaging findings in a fatal case of pandemic swine-origin influenza A (H1N1) DJ Mollura, DS Asnis, RS Crupi, R Conetta, DS Feigin, M Bray, ... American Journal of Roentgenology 193 (6), 1500-1503, 2009 | 149 | 2009 |
Artificial intelligence in low-and middle-income countries: innovating global health radiology DJ Mollura, MP Culp, E Pollack, G Battino, JR Scheel, VL Mango, A Elahi, ... Radiology 297 (3), 513-520, 2020 | 141 | 2020 |
Computer-aided diagnosis of pulmonary infections using texture analysis and support vector machine classification J Yao, A Dwyer, RM Summers, DJ Mollura Academic radiology 18 (3), 306-314, 2011 | 135 | 2011 |
Mycobacterium tuberculosis dysregulates MMP/TIMP balance to drive rapid cavitation and unrestrained bacterial proliferation A Kübler, B Luna, C Larsson, NC Ammerman, BB Andrade, M Orandle, ... The Journal of pathology 235 (3), 431-444, 2015 | 126 | 2015 |
Computer-assisted detection of infectious lung diseases: a review U Bağcı, M Bray, J Caban, J Yao, DJ Mollura Computerized Medical Imaging and Graphics 36 (1), 72-84, 2012 | 107 | 2012 |
Deep vessel tracking: A generalized probabilistic approach via deep learning A Wu, Z Xu, M Gao, M Buty, DJ Mollura 2016 IEEE 13th International symposium on biomedical imaging (ISBI), 1363-1367, 2016 | 96 | 2016 |
Radiology in global health D Mollura, MP Lungren Springer, 2014 | 87 | 2014 |
Strategies for managing imaging utilization M Bernardy, CG Ullrich, JV Rawson, B Allen Jr, JH Thrall, KJ Keysor, ... Journal of the American College of Radiology 6 (12), 844-850, 2009 | 87 | 2009 |
3B11-N, a monoclonal antibody against MERS-CoV, reduces lung pathology in rhesus monkeys following intratracheal inoculation of MERS-CoV Jordan-n3/2012 RF Johnson, U Bagci, L Keith, X Tang, DJ Mollura, L Zeitlin, J Qin, ... Virology 490, 49-58, 2016 | 86 | 2016 |