Publications
View select publications:
- Pantanowitz L, Michelow P, Hazelhurst S, Kalra S, Choi C, Shah S, Babaie M, Tizhoosh HR. A digital pathology solution to resolve the tissue floater conundrum. Archives of Pathology & Laboratory Medicine. 2021.
- Adnan M, Kalra S, Tizhoosh HR. Representation learning of histopathology images using graph neural networks. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops. 2020.
- Kalra S, Tizhoosh HR, Choi C, Shah S, Diamandis P, Campbell CJV, Pantanowitz L. Yottixel — An image search engine for large archives of histopathology whole slide images. Medical Image Analysis. 2020.
- Kalra S, Tizhoosh HR, Shah S, Choi C, Damaskinos S, Safarpoor A, Shafiei S, Babaie M, Diamandis P, Campbell CJV, Pantanowitz L. Pan-cancer diagnostic consensus through searching archival histopathology images using artificial intelligence. NPJ Digital Medicine. 2020.
- Shafiei S, Safarpoor A, Jamalizadeh A, Tizhoosh HR. Class-agnostic weighted normalization of staining in histopathology images using a spatially constrained mixture model. IEEE Transactions on Medical Imaging. 2020.
- Sriram A, Kalra S, Tizhoosh HR. Projectron — A shallow and interpretable network for classifying medical images. International Joint Conference on Neural Networks. 2019.
- Tizhoosh HR, Pantanowitz L. Artificial intelligence and digital pathology: Challenges and opportunities. Journal of Pathology Informatics. 2018.
- Zhu S, Li Y, Kalra S, Tizhoosh HR. Multiple disjoint dictionaries for representation of histopathology images. Journal of Visual Communication and Image Representation. 2018.
- Kieffer B, Babaie M, Kalra S, Tizhoosh HR. Convolutional neural networks for histopathology image classification: Training vs. using pretrained networks. Proceedings of Seventh International Conference on Image Processing Theory, Tools and Applications. 2017.
View all of Dr. Tizhoosh's publications.