17 entries « 1 of 2 »

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

Automated and Manual Quantification of Tumour Cellularity in Digital Slides for Tumour Burden Assessment Journal Article

Scientific Reports, 2019.

Abstract | Links | BibTeX

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, 7 , 2019.

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Akbar, Shazia; Martel, Anne L

Cluster-based learning from weakly labeled bags in digital pathology Conference

Machine Learning for Health Workshop, NeurIPS 2018, 2018.

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

Determining tumor cellularity in digital slides using ResNet Conference

SPIE Medical Imaging, 2018.

Abstract | Links | BibTeX

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

Transitioning between convolutional and fully connected layers in neural networks Workshop

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

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

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

Pattern Recognition, 2016.

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

Local structure prediction for gland segmentation Conference

IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016.

Abstract | Links | BibTeX

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

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

IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016.

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Akbar, Shazia; Jordan, Lee B; Purdie, Colin A; Thompson, Alastair M; McKenna, Stephen J

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; Jordan, Lee B; Thompson, Alastair M; McKenna, Stephen J

Tumor localization in tissue microarrays using rotation invariant superpixel pyramids Conference

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

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17 entries « 1 of 2 »