Shazia Akbar

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 9

Top Topics

Multiresolution

Support Vector Machine Classifiers

Rotation Invariant

Top Venues

Pattern Recognit.

Publications

Shazia Akbar, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne L. Martel
The transition module: a method for preventing overfitting in convolutional neural networks. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 7 (3) (2019)
Nikhil Seth, Shazia Akbar, Sharon Nofech-Mozes, Sherine Salama, Anne L. Martel
Automated Segmentation of DCIS in Whole Slide Images. ECDP (2019)
Shazia Akbar, Anne L. Martel
Cluster-Based Learning from Weakly Labeled Bags in Digital Pathology. CoRR (2018)
Shazia Akbar, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne L. Martel
Determining tumor cellularity in digital slides using ResNet. Medical Imaging: Digital Pathology (2018)
Shazia Akbar, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne L. Martel
Transitioning between Convolutional and Fully Connected Layers in Neural Networks. CoRR (2017)
Shazia Akbar, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne L. Martel
Transitioning Between Convolutional and Fully Connected Layers in Neural Networks. DLMIA/ML-CDS@MICCAI (2017)
Wenqi Li, Siyamalan Manivannan, Shazia Akbar, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna
Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks. ISBI (2016)
Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens. Pattern Recognit. 51 (2016)
Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna
Local structure prediction for gland segmentation. ISBI (2016)
Shazia Akbar, Lee Jordan, Alastair M. Thompson, Stephen J. McKenna
Tumor localization in tissue microarrays using rotation invariant superpixel pyramids. ISBI (2015)
Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs. I3A@ICPR (2014)
Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM. I3A@ICPR (2014)