Mark C. Preul

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 9

Top Topics

Convolutional Neural Networks

Image Retrieval

Supervised Learning

Top Venues

Medical Imaging: Image-Guided Procedures

J. Vis. Commun. Image Represent.

Medical Imaging: Computer-Aided Diagnosis

Publications

Mohammadhassan Izadyyazdanabadi, Evgenii Belykh, Xiaochun Zhao, Leandro Borba Moreira, Sirin Gandhi, Claudio Cavallo, Jennifer Eschbacher, Peter Nakaji, Mark C. Preul, Yezhou Yang
Fluorescence Image Histology Pattern Transformation using Image Style Transfer. CoRR (2019)
Mohammadhassan Izadyyazdanabadi, Evgenii Belykh, Michael Mooney, Nikolay Martirosyan, Jennifer Eschbacher, Peter Nakaji, Mark C. Preul, Yezhou Yang
Convolutional neural networks: Ensemble modeling, fine-tuning and unsupervised semantic localization for neurosurgical CLE images. J. Vis. Commun. Image Represent. 54 (2018)
Mohammadhassan Izadyyazdanabadi, Evgenii Belykh, Claudio Cavallo, Xiaochun Zhao, Sirin Gandhi, Leandro Borba Moreira, Jennifer Eschbacher, Peter Nakaji, Mark C. Preul, Yezhou Yang
Weakly-Supervised Learning-Based Feature Localization in Confocal Laser Endomicroscopy Glioma Images. CoRR (2018)
Mohammadhassan Izadyyazdanabadi, Evgenii Belykh, Claudio Cavallo, Xiaochun Zhao, Sirin Gandhi, Leandro Borba Moreira, Jennifer Eschbacher, Peter Nakaji, Mark C. Preul, Yezhou Yang
Weakly-Supervised Learning-Based Feature Localization for Confocal Laser Endomicroscopy Glioma Images. MICCAI (2) (2018)
Mohammadhassan Izadyyazdanabadi, Evgenii Belykh, Nikolay Martirosyan, Jennifer Eschbacher, Peter Nakaji, Yezhou Yang, Mark C. Preul
Improving utility of brain tumor confocal laser endomicroscopy: objective value assessment and diagnostic frame detection with convolutional neural networks. CoRR (2018)
Mohammadhassan Izadyyazdanabadi, Evgenii Belykh, Michael Mooney, Jennifer Eschbacher, Peter Nakaji, Yezhou Yang, Mark C. Preul
Prospects for Theranostics in Neurosurgical Technology: Empowering Confocal Laser Endomicroscopy Diagnostics via Deep Learning. CoRR (2018)
Danying Hu, Yang Jiang, Evgenii Belykh, Yuanzheng Gong, Mark C. Preul, Blake Hannaford, Eric J. Seibel
Toward real-time tumor margin identification in image-guided robotic brain tumor resection. Medical Imaging: Image-Guided Procedures (2017)
Mohammadhassan Izadyyazdanabadi, Evgenii Belykh, Michael Mooney, Nikolay Martirosyan, Jennifer Eschbacher, Peter Nakaji, Mark C. Preul, Yezhou Yang
Convolutional Neural Networks: Ensemble Modeling, Fine-Tuning and Unsupervised Semantic Localization. CoRR (2017)
Mohammadhassan Izadyyazdanabadi, Evgenii Belykh, Nikolay Martirosyan, Jennifer Eschbacher, Peter Nakaji, Yezhou Yang, Mark C. Preul
Improving utility of brain tumor confocal laser endomicroscopy: objective value assessment and diagnostic frame detection with convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis (2017)
Berkay Kanberoglu, Nina Z. Moore, David H. Frakes, Lina J. Karam, Josef P. Debbins, Mark C. Preul
Integration of 3D 1H-magnetic resonance spectroscopy data into neuronavigation systems for tumor biopsies. Medical Imaging: Image-Guided Procedures (2013)