Shazia Akbar

According to our database, Shazia Akbar authored at least 11 papers between 2014 and 2019.

Collaborative distances:

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

2019

The transition module: a method for preventing overfitting in convolutional neural networks.

Shazia Akbar, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne L. Martel

Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019

Automated Segmentation of DCIS in Whole Slide Images.

Nikhil Seth, Shazia Akbar, Sharon Nofech-Mozes, Sherine Salama, Anne L. Martel

Proceedings of the Digital Pathology - 15th European Congress, 2019

2018

Cluster-Based Learning from Weakly Labeled Bags in Digital Pathology.

Shazia Akbar, Anne L. Martel

CoRR, 2018

Determining tumor cellularity in digital slides using ResNet.

Shazia Akbar, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne L. Martel

Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

2017

Transitioning Between Convolutional and Fully Connected Layers in Neural Networks.

Shazia Akbar, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne L. Martel

Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017

2016

An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens.

Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna

Pattern Recognit., 2016

Local structure prediction for gland segmentation.

Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks.

Wenqi Li, Siyamalan Manivannan, Shazia Akbar, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

Tumor localization in tissue microarrays using rotation invariant superpixel pyramids.

Shazia Akbar, Lee Jordan, Alastair M. Thompson, Stephen J. McKenna

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014

HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM.

Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna

Proceedings of the 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, 2014

HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs.

Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna

Proceedings of the 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, 2014