Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer BE Bejnordi, M Veta, PJ Van Diest, B Van Ginneken, N Karssemeijer, ... Jama 318 (22), 2199-2210, 2017 | 3033 | 2017 |
Deep learning for identifying metastatic breast cancer D Wang, A Khosla, R Gargeya, H Irshad, AH Beck arXiv preprint arXiv:1606.05718, 2016 | 1230 | 2016 |
Methods for Nuclei Detection, Segmentation and Classification in Digital Histopathology: A Review. Current Status and Future Potential H Irshad, A Veillard, L Roux, D Racoceanu IEEE Review on BioMedical Engineering 7 (1), 97--114, 2014 | 791 | 2014 |
Mitosis Detection in Breast Cancer Histological Images L Roux, D Racoceanu, N Loménie, M Kulikova, H Irshad, J Klossa, ... Journal of Pathology Informatics 4 (1), 8, 2013 | 367* | 2013 |
Image segmentation using fuzzy clustering: A survey S Naz, H Majeed, H Irshad 2010 6th international conference on emerging technologies (ICET), 181-186, 2010 | 309 | 2010 |
Nanoscale imaging of clinical specimens using pathology-optimized expansion microscopy Y Zhao, O Bucur, H Irshad, F Chen, A Weins, AL Stancu, EY Oh, ... Nature biotechnology 35 (8), 757-764, 2017 | 220 | 2017 |
Automated Mitosis Detection in Histopathology using Morphological and Multi-Channel Statistics Features H Irshad Journal of Pathology Informatics 5 (13), 6, 2013 | 186 | 2013 |
Crowdsourcing image annotation for nucleus detection and segmentation in computational pathology: evaluating experts, automated methods, and the crowd H Irshad, L Montaser-Kouhsari, G Waltz, O Bucur, JA Nowak, F Dong, ... Pacific symposium on biocomputing Co-chairs, 294-305, 2014 | 163 | 2014 |
Computational pathology to discriminate benign from malignant intraductal proliferations of the breast F Dong, H Irshad, EY Oh, MF Lerwill, EF Brachtel, NC Jones, ... PloS one 9 (12), e114885, 2014 | 137 | 2014 |
Automated Mitosis Detection Using Texture, SIFT Features and HMAX Biologically Inspired Approach H Irshad, S Jalali, L Roux, D Racoceanu, LJ Hwee, G Le Naour, F Capron Journal of Pathology Informatics 4 (12), 7, 2013 | 119 | 2013 |
Deep learning for identifying metastatic breast cancer. arXiv 2016 D Wang, A Khosla, R Gargeya, H Irshad, AH Beck, B Israel arXiv preprint arXiv:1606.05718, 0 | 74 | |
Multispectral Band Selection and Spatial Characterization: Application to Mitosis Detection in Breast Cancer Histopathology H Irshad, A Gouaillard, L Roux, D Racoceanu Computerized Medical Imaging and Graphics (CMIG) 38 (5), 390--402, 2014 | 47 | 2014 |
Automated Clear Cell Renal Carcinoma Grade Classification with Prognostic Significance K Tian, CA Rubadue, DI Lin, M Veta, ME Pyle, H Irshad, YJ Heng PLoS One 14 ((10)), 661520, 2019 | 46 | 2019 |
Crowdsourcing scoring of immunohistochemistry images: Evaluating Performance of the Crowd and an Automated Computational Method H Irshad, EY Oh, D Schmolze, M Quintana, Liza, L Collins, RM Tamimi, ... Scientific Reports 7, 43286, 2017 | 41 | 2017 |
Multi-channels statistical and morphological features based mitosis detection in breast cancer histopathology H Irshad, L Roux, D Racoceanu 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 34 | 2013 |
Image fusion using computational intelligence: A survey H Irshad, M Kamran, AB Siddiqui, A Hussain 2009 Second International Conference on Environmental and Computer Science …, 2009 | 30 | 2009 |
Assisted image annotation H Irshad, SQ Mirsharif, K Vajapey, C Monchu, C Xiao, R Munro US Patent 11,176,415, 2021 | 24 | 2021 |
Spectral Band Selection For Mitosis Detection in Histopathology H Irshad, A Gouaillard, L Roux, D Racoceanu 11th IEEE International Symposium on Biomedical Imaging (ISBI), 2014 | 19 | 2014 |
Diagnostic assessment of deep learning algorithms for detection and segmentation of lesion in mammographic images T Boot, H Irshad Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 13 | 2020 |
Video object tracking K Vajapey, R Munro, JR Cloughley, MA Gordon, H Irshad, C Monchu, ... US Patent 10,489,918, 2019 | 13 | 2019 |