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ORCIDAryan Mobiny
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2020 – today
- 2021
[j3]Pietro Antonio Cicalese
, Aryan Mobiny, Zahed Shahmoradi, Xiongfeng Yi, Chandra Mohan, Hien Van Nguyen:
Kidney Level Lupus Nephritis Classification Using Uncertainty Guided Bayesian Convolutional Neural Networks. IEEE J. Biomed. Health Informatics 25(2): 315-324 (2021)- [j2]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:
Memory-Augmented Capsule Network for Adaptable Lung Nodule Classification. IEEE Trans. Medical Imaging 40(10): 2869-2879 (2021) - 2020
- [j1]Aryan Mobiny, Hengyang Lu, Hien Van Nguyen, Badrinath Roysam, Navin Varadarajan:
Automated Classification of Apoptosis in Phase Contrast Microscopy Using Capsule Network. IEEE Trans. Medical Imaging 39(1): 1-10 (2020) - [c6]Pedram Kheirkhah Sangdeh, Hossein Pirayesh, Aryan Mobiny, Huacheng Zeng:
LB-SciFi: Online Learning-Based Channel Feedback for MU-MIMO in Wireless LANs. ICNP 2020: 1-11 - [c5]Leila Saadatifard, Aryan Mobiny, Pavel A. Govyadinov, Hien Van Nguyen, David Mayerich:
Cellular/Vascular Reconstruction Using a Deep CNN for Semantic Image Preprocessing and Explicit Segmentation. MLMIR@MICCAI 2020: 134-144 - [c4]Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Hien Van Nguyen:
DECAPS: Detail-Oriented Capsule Networks. MICCAI (1) 2020: 148-158 - [c3]Pietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan, Jan U. Becker, Chandra Mohan, Hien Van Nguyen:
StyPath: Style-Transfer Data Augmentation for Robust Histology Image Classification. MICCAI (5) 2020: 351-361 - [c2]Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen:
Few Is Enough: Task-Augmented Active Meta-learning for Brain Cell Classification. MICCAI (1) 2020: 367-377 - [i9]Leila Saadatifard, Aryan Mobiny, Pavel A. Govyadinov, Hien Van Nguyen, David Mayerich:
DVNet: A Memory-Efficient Three-Dimensional CNN for Large-Scale Neurovascular Reconstruction. CoRR abs/2002.01568 (2020) - [i8]Aryan Mobiny, Pietro Antonio Cicalese, Samira Zare, Pengyu Yuan, Mohammadsajad Abavisani, Carol C. Wu, Jitesh Ahuja, Patricia M. de Groot, Hien Van Nguyen:
Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks. CoRR abs/2004.07407 (2020) - [i7]Pietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan, Jan U. Becker, Chandra Mohan, Hien Van Nguyen:
StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification. CoRR abs/2007.05008 (2020) - [i6]Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen:
Few Is Enough: Task-Augmented Active Meta-Learning for Brain Cell Classification. CoRR abs/2007.05009 (2020) - [i5]Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Hien Van Nguyen:
DECAPS: Detail-Oriented Capsule Networks. CoRR abs/2007.05343 (2020)
2010 – 2019
- 2019
- [i4]Aryan Mobiny, Hien Van Nguyen, Supratik Moulik, Naveen Garg, Carol C. Wu:
DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep Networks. CoRR abs/1906.04569 (2019) - 2018
- [c1]Aryan Mobiny, Hien Van Nguyen:
Fast CapsNet for Lung Cancer Screening. MICCAI (2) 2018: 741-749 - [d1]Akshay Sujatha Ravindran, Jesus G. Cruz-Garza, Anastasiya Kopteva, Andrew Y. Paek, Aryan Mobiny, Zachary Hernandez, José Luis Contreras-Vidal:
Multi-modal mobile brain-body imaging (MoBI) dataset for assaying neural and head movement responses associated with creative video game play in children. IEEE DataPort, 2018
- [i3]Aryan Mobiny:
Text-Independent Speaker Verification Using Long Short-Term Memory Networks. CoRR abs/1805.00604 (2018) - [i2]Aryan Mobiny, Hien Van Nguyen:
Fast CapsNet for Lung Cancer Screening. CoRR abs/1806.07416 (2018) - 2017
- [i1]Aryan Mobiny, Supratik Moulik, Ilker Gurcan, Tanay Shah, Hien Van Nguyen:
Lung Cancer Screening Using Adaptive Memory-Augmented Recurrent Networks. CoRR abs/1710.05719 (2017)
Coauthor Index
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