Multi-instance multi-label learning for multi-class classification of whole slide breast histopathology images C Mercan, S Aksoy, E Mercan, LG Shapiro, DL Weaver, JG Elmore
IEEE transactions on medical imaging 37 (1), 316-325, 2017
131 2017 Virtual staining for mitosis detection in breast histopathology C Mercan, G Mooij, D Tellez, J Lotz, N Weiss, M van Gerven, F Ciompi
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1770-1774, 2020
31 2020 From patch-level to ROI-level deep feature representations for breast histopathology classification C Mercan, S Aksoy, E Mercan, LG Shapiro, DL Weaver, JG Elmore
Medical Imaging 2019: Digital Pathology 10956, 86-93, 2019
21 2019 Multi-instance multi-label learning for whole slide breast histopathology C Mercan, E Mercan, S Aksoy, LG Shapiro, DL Weaver, JG Elmore
Medical Imaging 2016: Digital Pathology 9791, 48-58, 2016
21 2016 Deep feature representations for variable-sized regions of interest in breast histopathology C Mercan, B Aygunes, S Aksoy, E Mercan, LG Shapiro, DL Weaver, ...
IEEE journal of biomedical and health informatics 25 (6), 2041-2049, 2020
17 2020 Quality control of whole-slide images through multi-class semantic segmentation of artifacts G Smit, F Ciompi, M Cigéhn, A Bodén, J Van Der Laak, C Mercan
Medical Imaging with Deep Learning, 2021
12 2021 Deep learning for fully-automated nuclear pleomorphism scoring in breast cancer C Mercan, M Balkenhol, R Salgado, M Sherman, P Vielh, W Vreuls, ...
NPJ breast cancer 8 (1), 120, 2022
11 2022 From point annotations to epithelial cell detection in breast cancer histopathology using RetinaNet C Mercan, M Balkenhol, J van der Laak, F Ciompi
4 2019 PEN: Multi-class PseudoEdgeNet for PD-L1 assessmentJ Vermazeren, L van Eekelen, LD Meesters, M Looijen-Salamon, S Vos, ...
Medical Imaging with Deep Learning, 2021
1 2021 Automated Scoring of Nuclear Pleomorphism Spectrum with Pathologist-level Performance in Breast Cancer C Mercan, M Balkenhol, R Salgado, M Sherman, P Vielh, W Vreuls, ...
arXiv preprint arXiv:2012.04974, 2020
1 2020 Deep feature representations and multi-instance multi-label learning of whole slide breast histopathology images C Mercan
PQDT-Global, 2019
1 2019 Prognostic value of deep learning based mitotic count in hormonal receptor-and HER2-positive breast cancer M Balkenhol, C Mercan, L Tessier, D Tellez, R Salgado, H Joensuu, S Loi, ...
2023 The prognostic value of deep learning based mitotic count for breast cancer molecular subtypes M Balkenhol, C Mercan, L Tessier, D Tellez, A Niendorf, A Wegscheider, ...
VIRCHOWS ARCHIV 481 (SUPPL 1), S57-S57, 2022
2022 Grading nuclear pleomorphism in breast cancer using deep learning C Mercan, M Balkenhol, J van der Laak, F Ciompi
VIRCHOWS ARCHIV 477, S37-S37, 2020
2020 Deep Feature Representations and Multi-Instance Multi-Label Learning of Whole Slide Breast Histopathology Images/Tüm Slayt Meme Histopatoloji Görüntülerinin Derin Öznitelik … C Mercan
Bilkent Universitesi (Turkey), 2019
2019 Iterative Estimation of Robust Gaussian Mixture Models in Heterogeneous Data Sets C Mercan
PQDT-Global, 2014
2014