Transitioning Between Convolutional and Fully Connected Layers in Neural Networks. - Shazia Akbar; Mohammad Peikari; Sherine Salama; Sharon Nofech-Mozes; Anne L. Martel (DLMIA/ML-CDS@MICCAI, 2017)

Determining tumor cellularity in digital slides using ResNet. - Shazia Akbar; Mohammad Peikari; Sherine Salama; Sharon Nofech-Mozes; Anne L. Martel (Digital Pathology, 2018)

Localization and classification of cell nuclei in post-neoadjuvant breast cancer surgical specimen using fully convolutional networks. - Rene Bidart; Mehrdad J. Gangeh; Mohammad Peikari; Sherine Salama; Sharon Nofech-Mozes; Anne L. Martel; Ali Ghodsi 001 (Digital Pathology, 2018)

Automated Segmentation of DCIS in Whole Slide Images. - Nikhil Seth; Shazia Akbar; Sharon Nofech-Mozes; Sherine Salama; Anne L. Martel (ECDP, 2019)

The transition module: a method for preventing overfitting in convolutional neural networks. - Shazia Akbar; Mohammad Peikari; Sherine Salama; Sharon Nofech-Mozes; Anne L. Martel (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019)