Shazia Akbar
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16 entries « 1 of 2 »

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

Determining tumor cellularity in digital slides using ResNet Journal Article

SPIE Medical Imaging: Digital Pathology, 10581 , 2018.

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

The transition module: A method for preventing overfitting in convolutional neural networks Journal Article

Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 2018.

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

Transitioning between convolutional and fully connected layers in neural networks Inproceedings

International Workshop on Deep Learning in Medical Image Analysis, MICCAI 2017, 2017.

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

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

IEEE International Symposium on Biomedical Imaging (ISBI), 2016.

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

Local structure prediction for gland segmentation Inproceedings

IEEE International Symposium on Biomedical Imaging (ISBI), 2016.

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

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

Pattern Recognition, 51 , pp. 12–26, 2016.

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Akbar, Shazia; Jordan, Lee; Thompson, Alastair; McKenna, Stephen

Tumor localization in tissue microarrays using rotation invariant superpixel pyramids Inproceedings

IEEE International Symposium on Biomedical Imaging (ISBI), 2015.

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Akbar, Shazia; Jordan, Lee; Purdie, Colin; Thompson, Alastair; McKenna, Stephen

Comparing computer-generated and pathologist-generated tumour segmentations for immunohistochemical scoring of breast tissue microarrays Journal Article

British Journal of Cancer, 113 , pp. 1075–1080, 2015.

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Akbar, Shazia

Tumour localisation in histopathology images PhD Thesis

University of Dundee, 2015.

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

HEp-2 cell classification using multi-resolution local patterns and ensemble SVMs Inproceedings

I3A 1st workshop on Pattern Recognition Techniques for Indirect Immunoflurescence Images, ICPR [invited paper], 2014.

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16 entries « 1 of 2 »