Shazia Akbar

12 papers Journal 4Unranked 8
YearRankTypeTitle / Venue / Authors
2019 — conf
Automated Segmentation of DCIS in Whole Slide Images.
ECDP
Nikhil Seth, Shazia Akbar, Sharon Nofech-Mozes, Sherine Salama, Anne L. Martel
2019 J jnl
The transition module: a method for preventing overfitting in convolutional neural networks.
Comput. methods Biomech. Biomed. Eng. Imaging Vis.
Shazia Akbar, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne L. Martel
2018 J jnl
Cluster-Based Learning from Weakly Labeled Bags in Digital Pathology.
CoRR
Shazia Akbar, Anne L. Martel
2018 — conf
Determining tumor cellularity in digital slides using ResNet.
Digital Pathology
Shazia Akbar, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne L. Martel
2017 — conf
Transitioning Between Convolutional and Fully Connected Layers in Neural Networks.
DLMIA/ML-CDS@MICCAI
Shazia Akbar, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne L. Martel
2017 J jnl
Transitioning between Convolutional and Fully Connected Layers in Neural Networks.
CoRR
Shazia Akbar, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne L. Martel
2016 J jnl
An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens.
Pattern Recognit.
Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
2016 — conf
Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks.
ISBI
Wenqi Li, Siyamalan Manivannan, Shazia Akbar, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna
2016 — conf
Local structure prediction for gland segmentation.
ISBI
Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna
2015 — conf
Tumor localization in tissue microarrays using rotation invariant superpixel pyramids.
ISBI
Shazia Akbar, Lee Jordan, Alastair M. Thompson, Stephen J. McKenna
2014 — conf
HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs.
I3A@ICPR
Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
2014 — conf
HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM.
I3A@ICPR
Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna