Cell Counting by Regression Using Convolutional Neural Network. - Yao Xue; Nilanjan Ray; Judith Hugh; Gilbert Bigras (ECCV Workshops (1), 2016)

A novel framework to integrate convolutional neural network with compressed sensing for cell detection. - Yao Xue; Nilanjan Ray; Judith Hugh; Gilbert Bigras (ICIP, 2017)

Training Convolutional Neural Networks and Compressed Sensing End-to-End for Microscopy Cell Detection. - Yao Xue; Gilbert Bigras; Judith Hugh; Nilanjan Ray (IEEE Trans. Medical Imaging, 2019)

Deep Fisher Vector Coding For Whole Slide Image Classification. - Amir Akbarnejad; Nilanjan Ray; Gilbert Bigras (ISBI, 2021)

A Closer Look at Weak Supervision's Limitations in WSI Recurrence Score Prediction. - Namitha Guruprasad; Penny J. Barnes; Amir Akbarnejad; Gilbert Bigras; Nilanjan Ray (BIBM, 2023)

GPEX, A Framework For Interpreting Artificial Neural Networks. - Amir Akbarnejad; Gilbert Bigras; Nilanjan Ray (NeurIPS, 2023)

Predicting Ki67, ER, PR, and HER2 Statuses from H&E-stained Breast Cancer Images. - Amir Akbarnejad; Nilanjan Ray; Penny J. Barnes; Gilbert Bigras (CoRR, 2023)