Caner Mercan

According to our database, Caner Mercan authored at least 8 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Deep Feature Representations for Variable-Sized Regions of Interest in Breast Histopathology.

Caner Mercan, Bulut Aygünes, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore

IEEE J. Biomed. Health Informatics, 2021

2020

Automated Scoring of Nuclear Pleomorphism Spectrum with Pathologist-level Performance in Breast Cancer.

Caner Mercan, Maschenka Balkenhol, Roberto Salgado, Mark Sherman, Philippe Vielh, Willem Vreuls, António Polónia, Hugo M. Horlings, Wilko Weichert, Jodi M. Carter, Peter Bult, Matthias Christgen, Carsten Denkert, Koen van de Vijver, Jeroen van der Laak, Francesco Ciompi

CoRR, 2020

Virtual staining for mitosis detection in Breast Histopathology.

Caner Mercan, Germonda Reijnen-Mooij, David Tellez Martin, Johannes Lotz, Nick Weiss, Marcel van Gerven, Francesco Ciompi

CoRR, 2020

Virtual Staining for Mitosis Detection in Breast Histopathology.

Caner Mercan, G. C. A. M. Mooij, David Tellez, Johannes Lotz, Nick Weiss, Marcel van Gerven, Francesco Ciompi

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Deep feature representations and multi-instance multi-label learning of whole slide breast histopathology images (Tüm slayt meme histopatoloji görüntülerinin derin öznitelik gösterimleri ve çoklu-örnek çoklu-etiket öğrenimi)

Caner Mercan

PhD thesis, 2019

From patch-level to ROI-level deep feature representations for breast histopathology classification.

Caner Mercan, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore

Proceedings of the Medical Imaging 2019: Digital Pathology, 2019

2018

Multi-Instance Multi-Label Learning for Multi-Class Classification of Whole Slide Breast Histopathology Images.

Caner Mercan, Selim Aksoy, Ezgi Mercan, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore

IEEE Trans. Medical Imaging, 2018

2016

Multi-instance multi-label learning for whole slide breast histopathology.

Caner Mercan, Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore

Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016