Dr. Shazia Akbar Profile

Dr. Shazia Akbar

Machine Learning Engineer at Altis Labs Inc

Area of Expertise:

Deep Learning , Machine Learning , Pathology , Medical Image Analysis

Publications (2)

SPIE Journal Paper | 8 May 2021 Open Access

SPIE-AAPM-NCI BreastPathQ Challenge: an image analysis challenge for quantitative tumor cellularity assessment in breast cancer histology images following neoadjuvant treatment

Nicholas Petrick, Shazia Akbar, Kenny H. Cha, Sharon Nofech-Mozes, Berkman Sahiner, Marios Gavrielides, Jayashree Kalpathy-Cramer, Karen Drukker, Anne L. Martel, for the BreastPathQ Challenge Group

JMI, Vol. 8, Issue 03, 034501, (May 2021) https://doi.org/10.1117/12.10.1117/1.JMI.8.3.034501

KEYWORDS: Image analysis, Tumors, Computer science, Breast cancer, Medicine, Medical imaging, Cancer, Pathology, Artificial intelligence, Algorithm development

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Proceedings Article | 6 March 2018 Paper

Determining tumor cellularity in digital slides using ResNet

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

Proceedings Volume 10581, 105810U (2018) https://doi.org/10.1117/12.2292813

KEYWORDS: Tumors, Cancer, Pathology, Breast cancer, Image analysis, Neural networks

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