| Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome C Davatzikos, S Rathore, S Bakas, S Pati, M Bergman, R Kalarot, ... Journal of medical imaging 5 (1), 011018-011018, 2018 | 127 | 2018 |
| Beyond breast density: a review on the advancing role of parenchymal texture analysis in breast cancer risk assessment A Gastounioti, EF Conant, D Kontos Breast cancer research 18 (1), 1-12, 2016 | 125 | 2016 |
| Comparison of block matching and differential methods for motion analysis of the carotid artery wall from ultrasound images S Golemati, JS Stoitsis, A Gastounioti, AC Dimopoulos, V Koropouli, ... IEEE Transactions on Information Technology in Biomedicine 16 (5), 852-858, 2012 | 91 | 2012 |
| The relationship of novel adipokines, RBP4 and omentin-1, with carotid atherosclerosis severity and vulnerability NPE Kadoglou, V Lambadiari, A Gastounioti, C Gkekas, ... Atherosclerosis 235 (2), 606-612, 2014 | 80 | 2014 |
| Toward novel noninvasive and low-cost markers for predicting strokes in asymptomatic carotid atherosclerosis: the role of ultrasound image analysis S Golemati, A Gastounioti, KS Nikita IEEE Transactions on Biomedical Engineering 60 (3), 652-658, 2013 | 62 | 2013 |
| Radiomic phenotypes of mammographic parenchymal complexity: toward augmenting breast density in breast cancer risk assessment D Kontos, SJ Winham, A Oustimov, L Pantalone, MK Hsieh, A Gastounioti, ... Radiology 290 (1), 41-49, 2019 | 59 | 2019 |
| Comparison of Kalman-filter-based approaches for block matching in arterial wall motion analysis from B-mode ultrasound A Gastounioti, S Golemati, J Stoitsis, KS Nikita Measurement Science and Technology 22 (11), 114008, 2011 | 55 | 2011 |
| Standardization in quantitative imaging: a multicenter comparison of radiomic features from different software packages on digital reference objects and patient data sets M McNitt-Gray, S Napel, A Jaggi, SA Mattonen, L Hadjiiski, M Muzi, ... Tomography 6 (2), 118-128, 2020 | 53 | 2020 |
| Galectin-3, carotid plaque vulnerability, and potential effects of statin therapy NPE Kadoglou, GS Sfyroeras, A Spathis, C Gkekas, A Gastounioti, ... European Journal of Vascular and Endovascular Surgery 49 (1), 4-9, 2015 | 49 | 2015 |
| Carotid artery wall motion analysis from B-mode ultrasound using adaptive block matching: in silico evaluation and in vivo application A Gastounioti, S Golemati, JS Stoitsis, KS Nikita Physics in Medicine & Biology 58 (24), 8647, 2013 | 45 | 2013 |
| The cancer imaging phenomics toolkit (captk): Technical overview S Pati, A Singh, S Rathore, A Gastounioti, M Bergman, P Ngo, SM Ha, ... Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2020 | 37 | 2020 |
| A novel computerized tool to stratify risk in carotid atherosclerosis using kinematic features of the arterial wall A Gastounioti, S Makrodimitris, S Golemati, NPE Kadoglou, CD Liapis, ... IEEE journal of biomedical and health informatics 19 (3), 1137-1145, 2014 | 34 | 2014 |
| Using convolutional neural networks for enhanced capture of breast parenchymal complexity patterns associated with breast cancer risk A Gastounioti, A Oustimov, MK Hsieh, L Pantalone, EF Conant, D Kontos Academic radiology 25 (8), 977-984, 2018 | 33 | 2018 |
| Imaging Phenotypes of Breast Cancer Heterogeneity in Preoperative Breast Dynamic Contrast Enhanced Magnetic Resonance Imaging (DCE-MRI) Scans Predict 10-Year RecurrenceRadiomic … RD Chitalia, J Rowland, ES McDonald, L Pantalone, EA Cohen, ... Clinical Cancer Research 26 (4), 862-869, 2020 | 31 | 2020 |
| Effect of mammographic screening modality on breast density assessment: digital mammography versus digital breast tomosynthesis A Gastounioti, AM McCarthy, L Pantalone, M Synnestvedt, D Kontos, ... Radiology 291 (2), 320-327, 2019 | 29 | 2019 |
| Breast parenchymal patterns in processed versus raw digital mammograms: A large population study toward assessing differences in quantitative measures across image representations A Gastounioti, A Oustimov, BM Keller, L Pantalone, MK Hsieh, EF Conant, ... Medical physics 43 (11), 5862-5877, 2016 | 28 | 2016 |
| Precision diagnostics based on machine learning-derived imaging signatures C Davatzikos, A Sotiras, Y Fan, M Habes, G Erus, S Rathore, S Bakas, ... Magnetic resonance imaging 64, 49-61, 2019 | 27 | 2019 |
| Carotid wall longitudinal motion in ultrasound imaging: an expert consensus review FY Rizi, J Au, H Yli-Ollila, S Golemati, M Makūnaitė, M Orkisz, N Navab, ... Ultrasound in Medicine & Biology 46 (10), 2605-2624, 2020 | 26 | 2020 |
| Kalman-filter-based block matching for arterial wall motion estimation from B-mode ultrasound A Gastounioti, S Golemati, J Stoitsis, KS Nikita 2010 IEEE International Conference on Imaging Systems and Techniques, 234-239, 2010 | 26 | 2010 |
| Ultrasound-image-based cardiovascular tissue motion estimation S Golemati, A Gastounioti, KS Nikita IEEE Reviews in Biomedical Engineering, 2016 | 25 | 2016 |
Despina KontosMatthew J. Wilson Professor of Research Radiology II, Associate Vice-Chair for ResearchVerified email at pennmedicine.upenn.edu
