| 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 | 2064 | 2018 |
| A framework for evaluating image segmentation algorithms JK Udupa, VR LeBlanc, Y Zhuge, C Imielinska, H Schmidt, LM Currie, ... Computerized medical imaging and graphics 30 (2), 75-87, 2006 | 508 | 2006 |
| Medical image segmentation by combining graph cuts and oriented active appearance models X Chen, JK Udupa, U Bagci, Y Zhuge, J Yao IEEE transactions on image processing 21 (4), 2035-2046, 2012 | 297 | 2012 |
| Methodology for evaluating image-segmentation algorithms JK Udupa, VR LaBlanc, H Schmidt, C Imielinska, PK Saha, GJ Grevera, ... Medical Imaging 2002: Image Processing 4684, 266-277, 2002 | 204* | 2002 |
| Structural and functional imaging of normal bone marrow and evaluation of its age-related changes JS Blebea, M Houseni, DA Torigian, C Fan, A Mavi, Y Zhuge, T Iwanaga, ... Seminars in nuclear medicine 37 (3), 185-194, 2007 | 184 | 2007 |
| Automated glioma grading on conventional MRI images using deep convolutional neural networks Y Zhuge, H Ning, P Mathen, JY Cheng, AV Krauze, K Camphausen, ... Medical physics 47 (7), 3044-3053, 2020 | 156 | 2020 |
| Iterative relative fuzzy connectedness for multiple objects with multiple seeds KC Ciesielski, JK Udupa, PK Saha, Y Zhuge Computer Vision and Image Understanding 107 (3), 160-182, 2007 | 124 | 2007 |
| Brain tumor segmentation using holistically nested neural networks in MRI images Y Zhuge, AV Krauze, H Ning, JY Cheng, BC Arora, K Camphausen, ... Medical physics 44 (10), 5234-5243, 2017 | 109 | 2017 |
| Vectorial scale-based fuzzy-connected image segmentation Y Zhuge, JK Udupa, PK Saha Computer Vision and Image Understanding 101 (3), 177-193, 2006 | 82 | 2006 |
| Bias and class imbalance in oncologic data—towards inclusive and transferrable AI in large scale oncology data sets E Tasci, Y Zhuge, K Camphausen, AV Krauze Cancers 14 (12), 2897, 2022 | 71 | 2022 |
| Scale-based method for correcting background intensity variation in acquired images Y Zhuge, JK Udupa, J Liu, PK Saha, T Iwanage Medical Imaging 2002: Image Processing 4684, 1103-1111, 2002 | 63 | 2002 |
| CAVASS: a computer-assisted visualization and analysis software system G Grevera, J Udupa, D Odhner, Y Zhuge, A Souza, T Iwanaga, S Mishra Journal of digital imaging 20, 101-118, 2007 | 61 | 2007 |
| Intensity standardization simplifies brain MR image segmentation Y Zhuge, JK Udupa Computer vision and image understanding 113 (10), 1095-1103, 2009 | 58 | 2009 |
| Image background inhomogeneity correction in MRI via intensity standardization Y Zhuge, JK Udupa, J Liu, PK Saha Computerized Medical Imaging and Graphics 33 (1), 7-16, 2009 | 44 | 2009 |
| Brain tumor segmentation in MRI scans using deeply-supervised neural networks R Pourreza, Y Zhuge, H Ning, R Miller Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018 | 39 | 2018 |
| Detection of age-related changes in thoracic structure and function by computed tomography, magnetic resonance imaging, and positron emission tomography DS Well, JM Meier, A Mahne, M Houseni, M Hernandez-Pampaloni, ... Seminars in nuclear medicine 37 (2), 103-119, 2007 | 34 | 2007 |
| Hierarchical voting-based feature selection and ensemble learning model scheme for glioma grading with clinical and molecular characteristics E Tasci, Y Zhuge, H Kaur, K Camphausen, AV Krauze International Journal of Molecular Sciences 23 (22), 14155, 2022 | 31 | 2022 |
| Parallel fuzzy connected image segmentation on GPU Y Zhuge, Y Cao, JK Udupa, RW Miller Medical physics 38 (7), 4365-4371, 2011 | 31 | 2011 |
| Output factor comparison of Monte Carlo and measurement for Varian TrueBeam 6 MV and 10 MV flattening filter‐free stereotactic radiosurgery system JY Cheng, H Ning, BC Arora, Y Zhuge, RW Miller Journal of applied clinical medical physics 17 (3), 100-110, 2016 | 27 | 2016 |
| Patient‐specific CT dosimetry calculation: a feasibility study T Fearon, H Xie, JY Cheng, H Ning, Y Zhuge, RW Miller Journal of applied clinical medical physics 12 (4), 196-209, 2011 | 26 | 2011 |
J.K.UdupaProfessor of radiological scienceVerified email at mail.med.upenn.edu
