| Convolutional neural networks can accurately distinguish four histologic growth patterns of lung adenocarcinoma in digital slides A Gertych, Z Swiderska-Chadaj, Z Ma, N Ing, T Markiewicz, S Cierniak, ... Scientific reports 9 (1), 1483, 2019 | 168 | 2019 |
| Machine learning approaches to analyze histological images of tissues from radical prostatectomies A Gertych, N Ing, Z Ma, TJ Fuchs, S Salman, S Mohanty, S Bhele, ... Computerized Medical Imaging and Graphics 46, 197-208, 2015 | 120 | 2015 |
| Semantic segmentation for prostate cancer grading by convolutional neural networks N Ing, Z Ma, J Li, H Salemi, C Arnold, BS Knudsen, A Gertych Medical Imaging 2018: Digital Pathology 10581, 343-355, 2018 | 68 | 2018 |
| Spatial mapping of myeloid cells and macrophages by multiplexed tissue staining J Saylor, Z Ma, HS Goodridge, F Huang, AE Cress, SJ Pandol, SL Shiao, ... Frontiers in immunology 9, 2925, 2018 | 41 | 2018 |
| A novel machine learning approach reveals latent vascular phenotypes predictive of renal cancer outcome N Ing, F Huang, A Conley, S You, Z Ma, S Klimov, C Ohe, X Yuan, ... Scientific reports 7 (1), 13190, 2017 | 36 | 2017 |
| Rapid 3-D delineation of cell nuclei for high-content screening platforms A Gertych, Z Ma, J Tajbakhsh, A Velásquez-Vacca, BS Knudsen Computers in biology and medicine 69, 328-338, 2016 | 26 | 2016 |
| Data integration from pathology slides for quantitative imaging of multiple cell types within the tumor immune cell infiltrate Z Ma, SL Shiao, EJ Yoshida, S Swartwood, F Huang, ME Doche, ... Diagnostic pathology 12, 1-12, 2017 | 24 | 2017 |
| Quantitative imaging for development of companion diagnostics to drugs targeting HGF/MET F Huang, Z Ma, S Pollan, X Yuan, S Swartwood, A Gertych, M Rodriguez, ... The Journal of Pathology: Clinical Research 2 (4), 210-222, 2016 | 19 | 2016 |
| A machine learning approach to identify prostate cancer areas in complex histological images S Salman, Z Ma, S Mohanty, S Bhele, YT Chu, B Knudsen, A Gertych Information Technologies in Biomedicine, Volume 3, 295-306, 2014 | 14 | 2014 |
| Semantic segmentation of colon glands in inflammatory bowel disease biopsies Z Ma, Z Swiderska-Chadaj, N Ing, H Salemi, D McGovern, B Knudsen, ... Information Technology in Biomedicine: Proceedings 6th International …, 2019 | 9 | 2019 |
| Medical Imaging 2018: Digital Pathology N Ing, Z Ma, J Li, H Salemi, C Arnold, BS Knudsen, A Gertych SPIE B 105811, 2018 | 9 | 2018 |
| Machine learning can reliably distinguish histological patterns of micropapillary and solid lung adenocarcinomas N Ing, S Salman, Z Ma, A Walts, B Knudsen, A Gertych Information Technologies in Medicine: 5th International Conference, ITIB …, 2016 | 6 | 2016 |
| Convolutional neural networks can accurately distinguish four histologic growth patterns of lung adenocarcinoma in digital slides. Sci Rep. 2019; 9: 1483 A Gertych, Z Swiderska-Chadaj, Z Ma, N Ing, T Markiewicz, S Cierniak, ... | 5 | |
| Contextual classification of tumor growth patterns in digital histology slides Z Swiderska-Chadaj, Z Ma, N Ing, T Markiewicz, M Lorent, S Cierniak, ... Information Technology in Biomedicine, 13-25, 2019 | 2 | 2019 |
| Fractal descriptors accurately distinguish between growth patterns of prostate cancers Z Ma, Y Xiaopu, M Amin, B Knudsen, A Gertych LABORATORY INVESTIGATION 95, 399A-399A, 2015 | 1 | 2015 |
| A machine learning tool to complement Gleason grading of prostate carcinoma S Bhele, Z Ma, S Mohanty, S Salman, MB Amin, B Balzer, BS Knudsen, ... LABORATORY INVESTIGATION 94, 217A-218A, 2014 | 1 | 2014 |
| MP28-06 BLACK MEN HAVE HIGHER EXPRESSION OF INFLAMMATORY MARKERS IN PROSTATE BIOPSIES A Bosomworth, F Stephen, Z Ma, J Fowke, E Taioli, A Rogatko, ... The Journal of Urology 201 (Supplement 4), e405-e405, 2019 | | 2019 |
| RACIAL DIFFERENCES IN PROSTATE CANCER INFLAMMATORY MARKERS A Bosomworth, S Freedland, Z Ma, B Knudsen, A Vidal JOURNAL OF INVESTIGATIVE MEDICINE 67 (1), 199-200, 2019 | | 2019 |
| Receptor-interacting protein kinase 2 promotes prostate cancer progression by activating the MAX: MYC pathway Y Yan, B Zhou, X Yuan, ME Doche, Z Ma, C Morrissey, A Gertych, S You, ... Cancer Research 78 (13_Supplement), 2694-2694, 2018 | | 2018 |
| MP21-02 NOVEL QUANTITATIVE IMAGING ALGORITHMS DISTINGUISH LOCALIZED AND METASTATIC HIGH-GRADE PRIMARY PROSTATE CANCERS E Miller, A Gertych, Z Ma, N Ing, M Lewis, B Knudsen, I Garraway The Journal of Urology 195 (4S), e245-e245, 2016 | | 2016 |
