| An integrated iterative annotation technique for easing neural network training in medical image analysis B Lutnick, B Ginley, D Govind, SD McGarry, PS LaViolette, R Yacoub, ... Nature machine intelligence 1 (2), 112-119, 2019 | 125 | 2019 |
| Magnetic resonance imaging-based radiomic profiles predict patient prognosis in newly diagnosed glioblastoma before therapy SD McGarry, SL Hurrell, AL Kaczmarowski, EJ Cochran, J Connelly, ... Tomography 2 (3), 223-228, 2016 | 88 | 2016 |
| Magnetic resonance imaging-based radiomic profiles predict patient prognosis in newly diagnosed glioblastoma before therapy SD McGarry, SL Hurrell, AL Kaczmarowski, EJ Cochran, J Connelly, ... Tomography 2 (3), 223-228, 2016 | 88 | 2016 |
| Radio-pathomic maps of epithelium and lumen density predict the location of high-grade prostate cancer SD McGarry, SL Hurrell, KA Iczkowski, W Hall, AL Kaczmarowski, ... International Journal of Radiation Oncology* Biology* Physics 101 (5), 1179-1187, 2018 | 64 | 2018 |
| Optimized b-value selection for the discrimination of prostate cancer grades, including the cribriform pattern, using diffusion weighted imaging SL Hurrell, SD McGarry, A Kaczmarowski, KA Iczkowski, K Jacobsohn, ... Journal of Medical Imaging 5 (1), 011004-011004, 2018 | 51 | 2018 |
| Gleason probability maps: a radiomics tool for mapping prostate cancer likelihood in MRI space SD McGarry, JD Bukowy, KA Iczkowski, JG Unteriner, P Duvnjak, ... Tomography 5 (1), 127-134, 2019 | 49 | 2019 |
| Radiomic features of multiparametric MRI present stable associations with analogous histological features in patients with brain cancer SA Bobholz, AK Lowman, A Barrington, M Brehler, S McGarry, ... Tomography 6 (2), 160-169, 2020 | 37 | 2020 |
| Radio-pathomic mapping model generated using annotations from five pathologists reliably distinguishes high-grade prostate cancer SD McGarry, JD Bukowy, KA Iczkowski, AK Lowman, M Brehler, ... Journal of Medical Imaging 7 (5), 054501-054501, 2020 | 22 | 2020 |
| Radio-pathomic maps of cell density identify brain tumor invasion beyond traditional MRI-defined margins SA Bobholz, AK Lowman, M Brehler, F Kyereme, SR Duenweg, ... American Journal of Neuroradiology 43 (5), 682-688, 2022 | 15 | 2022 |
| Multi‐Site Concordance of Diffusion‐Weighted Imaging Quantification for Assessing Prostate Cancer Aggressiveness SD McGarry, M Brehler, JD Bukowy, AK Lowman, SA Bobholz, ... Journal of Magnetic Resonance Imaging 55 (6), 1745-1758, 2022 | 13 | 2022 |
| Classification before segmentation: Improved u-net prostate segmentation RJ Nowling, J Bukowy, SD McGarry, AS Nencka, O Blasko, J Urbain, ... 2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019 | 12 | 2019 |
| Radiomic deformation and textural heterogeneity (r-depth) descriptor to characterize tumor field effect: Application to survival prediction in glioblastoma M Ismail, P Prasanna, K Bera, V Statsevych, V Hill, G Singh, S Partovi, ... IEEE transactions on medical imaging 41 (7), 1764-1777, 2022 | 9 | 2022 |
| Accurate segmentation of prostate cancer histomorphometric features using a weakly supervised convolutional neural network JD Bukowy, H Foss, SD McGarry, AK Lowman, SL Hurrell, KA Iczkowski, ... Journal of Medical Imaging 7 (5), 057501-057501, 2020 | 9 | 2020 |
| Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis B Lutnick, B Ginley, D Govind, SD McGarry, PS LaViolette, R Yacoub, ... arXiv preprint arXiv:1812.07509, 2018 | 6 | 2018 |
| The impeded diffusion fraction quantitative imaging assay demonstrated in multi‐exponential diffusion phantom and prostate cancer DI Malyarenko, SD Swanson, SD McGarry, PS LaViolette, TL Chenevert Magnetic resonance in medicine 87 (4), 2053-2062, 2022 | 4 | 2022 |
| Accurate segmentation of prostate cancer histomorphometric features using a weakly supervised convolutional neural network JD Bukowy, H Foss, SD McGarry, A Lowman, S Hurrell, KA Ickzkowski, ... The FASEB Journal 33 (S1), lb12-lb12, 2019 | 4 | 2019 |
| Vessel Metrics: A software tool for automated analysis of vascular structure in confocal imaging SD McGarry, C Adjekukor, S Ahuja, J Greysson-Wong, I Vien, KD Rinker, ... Microvascular Research 151, 104610, 2024 | 2 | 2024 |
| Radio-pathomic maps of cell density identify glioma invasion beyond traditional MR imaging defined margins SA Bobholz, AK Lowman, M Brehler, F Kyereme, SR Duenweg, ... bioRxiv, 2021.04. 07.438823, 2021 | 2 | 2021 |
| NIMG-37. Delayed pseudoprogression in two patients undergoing TTFields treatment for newly diagnosed glioblastoma A Lowman, S Hurrell, S Bobholz, J Connelly, E Cochran, W Mueller, ... Neuro-Oncology 22 (Suppl 2), ii155, 2020 | 2 | 2020 |
| Build-A-FLAIR: Synthetic T2-FLAIR Contrast Generation through Physics Informed Deep Learning AS Nencka, A Klein, KM Koch, SD McGarry, PS LaViolette, ES Paulson, ... arXiv preprint arXiv:1901.04871, 2019 | 2 | 2019 |
Peter S LaVioletteProfessor of Radiology, Biophysics, and Biomedical Engineering, Medical College of WisconsinVerified email at mcw.edu
