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Shazia Akbar
Publication Activity (10 Years)
Years Active: 2014-2019
Publications (10 Years): 9
Top Topics
Multiresolution
Support Vector Machine Classifiers
Rotation Invariant
Neural Network
Top Venues
ISBI
CoRR
I3A@ICPR
Pattern Recognit.
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Publications
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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)