Aryan Mobiny

According to our database, Aryan Mobiny authored at least 15 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Memory-Augmented Capsule Network for Adaptable Lung Nodule Classification.

Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Supratik Moulik, Naveen Garg, Carol C. Wu, Kelvin K. Wong, Stephen T. Wong, Tiancheng He, Hien Van Nguyen

IEEE Trans. Medical Imaging, 2021

Kidney Level Lupus Nephritis Classification Using Uncertainty Guided Bayesian Convolutional Neural Networks.

Pietro Antonio Cicalese, Aryan Mobiny, Zahed Shahmoradi, Xiongfeng Yi, Chandra Mohan, Hien Van Nguyen

IEEE J. Biomed. Health Informatics, 2021

2020

Automated Classification of Apoptosis in Phase Contrast Microscopy Using Capsule Network.

Aryan Mobiny, Hengyang Lu, Hien Van Nguyen, Badrinath Roysam, Navin Varadarajan

IEEE Trans. Medical Imaging, 2020

Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks.

Aryan Mobiny, Pietro Antonio Cicalese, Samira Zare, Pengyu Yuan, Mohammadsajad Abavisani, Carol C. Wu, Jitesh Ahuja, Patricia M. de Groot, Hien Van Nguyen

CoRR, 2020

DVNet: A Memory-Efficient Three-Dimensional CNN for Large-Scale Neurovascular Reconstruction.

Leila Saadatifard, Aryan Mobiny, Pavel A. Govyadinov, Hien Van Nguyen, David Mayerich

CoRR, 2020

Few Is Enough: Task-Augmented Active Meta-learning for Brain Cell Classification.

Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Cellular/Vascular Reconstruction Using a Deep CNN for Semantic Image Preprocessing and Explicit Segmentation.

Leila Saadatifard, Aryan Mobiny, Pavel A. Govyadinov, Hien Van Nguyen, David Mayerich

Proceedings of the Machine Learning for Medical Image Reconstruction, 2020

DECAPS: Detail-Oriented Capsule Networks.

Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Hien Van Nguyen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

StyPath: Style-Transfer Data Augmentation for Robust Histology Image Classification.

Pietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan, Jan U. Becker, Chandra Mohan, Hien Van Nguyen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

LB-SciFi: Online Learning-Based Channel Feedback for MU-MIMO in Wireless LANs.

Pedram Kheirkhah Sangdeh, Hossein Pirayesh, Aryan Mobiny, Huacheng Zeng

Proceedings of the 28th IEEE International Conference on Network Protocols, 2020

2019

DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep Networks.

Aryan Mobiny, Hien Van Nguyen, Supratik Moulik, Naveen Garg, Carol C. Wu

CoRR, 2019

2018

Multi-modal mobile brain-body imaging (MoBI) dataset for assaying neural and head movement responses associated with creative video game play in children.

Akshay Sujatha Ravindran, Jesus G. Cruz-Garza, Anastasiya Kopteva, Andrew Y. Paek, Aryan Mobiny, Zachary Hernandez, José Luis Contreras-Vidal

Dataset, November, 2018

Text-Independent Speaker Verification Using Long Short-Term Memory Networks.

Aryan Mobiny

CoRR, 2018

Fast CapsNet for Lung Cancer Screening.

Aryan Mobiny, Hien Van Nguyen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Lung Cancer Screening Using Adaptive Memory-Augmented Recurrent Networks.

Aryan Mobiny, Supratik Moulik, Ilker Gurcan, Tanay Shah, Hien Van Nguyen

CoRR, 2017