Improving utility of brain tumor confocal laser endomicroscopy: objective value assessment and diagnostic frame detection with convolutional neural networks. - Mohammadhassan Izadyyazdanabadi; Evgenii Belykh; Nikolay Martirosyan; Jennifer Eschbacher; Peter Nakaji; Yezhou Yang; Mark C. Preul (Computer-Aided Diagnosis, 2017)

Toward real-time tumor margin identification in image-guided robotic brain tumor resection. - Danying Hu; Yang Jiang; Evgenii Belykh; Yuanzheng Gong; Mark C. Preul; Blake Hannaford; Eric J. Seibel (Image-Guided Procedures, 2017)

Convolutional Neural Networks: Ensemble Modeling, Fine-Tuning and Unsupervised Semantic Localization. - Mohammadhassan Izadyyazdanabadi; Evgenii Belykh; Michael Mooney; Nikolay Martirosyan; Jennifer Eschbacher; Peter Nakaji; Mark C. Preul; Yezhou Yang (CoRR, 2017)

Weakly-Supervised Learning-Based Feature Localization for Confocal Laser Endomicroscopy Glioma Images. - Mohammadhassan Izadyyazdanabadi; Evgenii Belykh; Claudio Cavallo; Xiaochun Zhao; Sirin Gandhi; Leandro Borba Moreira; Jennifer Eschbacher; Peter Nakaji; Mark C. Preul; Yezhou Yang (MICCAI (2), 2018)

Prospects for Theranostics in Neurosurgical Technology: Empowering Confocal Laser Endomicroscopy Diagnostics via Deep Learning. - Mohammadhassan Izadyyazdanabadi; Evgenii Belykh; Michael Mooney; Jennifer Eschbacher; Peter Nakaji; Yezhou Yang; Mark C. Preul (CoRR, 2018)

Convolutional neural networks: Ensemble modeling, fine-tuning and unsupervised semantic localization for neurosurgical CLE images. - Mohammadhassan Izadyyazdanabadi; Evgenii Belykh; Michael Mooney; Nikolay Martirosyan; Jennifer Eschbacher; Peter Nakaji; Mark C. Preul; Yezhou Yang (J. Vis. Commun. Image Represent., 2018)

Fluorescence Image Histology Pattern Transformation using Image Style Transfer. - Mohammadhassan Izadyyazdanabadi; Evgenii Belykh; Xiaochun Zhao; Leandro Borba Moreira; Sirin Gandhi; Claudio Cavallo; Jennifer Eschbacher; Peter Nakaji; Mark C. Preul; Yezhou Yang (CoRR, 2019)