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Aryan Mobiny
Aryan Mobiny
AI/ML @Amazon
Verified email at uh.edu - Homepage
Title
Cited by
Cited by
Year
Fast CapsNet for Lung Cancer Screening
A Mobiny, H Van Nguyen
Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 2 …, 2018
1702018
Dropconnect is effective in modeling uncertainty of bayesian deep networks
A Mobiny, P Yuan, SK Moulik, N Garg, CC Wu, H Van Nguyen
Scientific reports 11 (1), 5458, 2021
1272021
Radiologist-level covid-19 detection using ct scans with detail-oriented capsule networks
A Mobiny, PA Cicalese, S Zare, P Yuan, M Abavisani, CC Wu, J Ahuja, ...
arXiv preprint arXiv:2004.07407, 2020
972020
Risk-aware machine learning classifier for skin lesion diagnosis
A Mobiny, A Singh, H Van Nguyen
Journal of clinical medicine 8 (8), 1241, 2019
732019
Automated Classification of Apoptosis in Phase Contrast Microscopy Using Capsule Network
A Mobiny, H Lu, HV Nguyen, B Roysam, N Varadarajan
IEEE transactions on medical imaging 39 (1), 1-10, 2019
582019
Whole-brain tissue mapping toolkit using large-scale highly multiplexed immunofluorescence imaging and deep neural networks
D Maric, J Jahanipour, XR Li, A Singh, A Mobiny, H Van Nguyen, ...
Nature communications 12 (1), 1550, 2021
542021
If structure can exclaim: a novel robotic-assisted percussion method for spatial bolt-ball joint looseness detection
F Wang, A Mobiny, H Van Nguyen, G Song
Structural Health Monitoring 20 (4), 1597-1608, 2021
382021
Kidney level lupus nephritis classification using uncertainty guided Bayesian convolutional neural networks
PA Cicalese, A Mobiny, Z Shahmoradi, X Yi, C Mohan, H Van Nguyen
IEEE Journal of Biomedical and Health Informatics 25 (2), 315-324, 2020
272020
Memory-augmented capsule network for adaptable lung nodule classification
A Mobiny, P Yuan, PA Cicalese, SK Moulik, N Garg, CC Wu, K Wong, ...
IEEE Transactions on Medical Imaging 40 (10), 2869-2879, 2021
212021
Lung Cancer Screening Using Adaptive Memory-Augmented Recurrent Networks
A Mobiny, S Moulik, H Van Nguyen
arXiv preprint arXiv:1710.05719, 2017
192017
Assaying neural activity of children during video game play in public spaces: a deep learning approach
AS Ravindran, A Mobiny, JG Cruz-Garza, A Paek, A Kopteva, JLC Vidal
Journal of neural engineering 16 (3), 036028, 2019
172019
Text-Independent Speaker Verification Using Long Short-Term Memory Networks
A Mobiny, M Najarian
arXiv preprint arXiv:1805.00604, 2018
172018
Stypath: Style-transfer data augmentation for robust histology image classification
PA Cicalese, A Mobiny, P Yuan, J Becker, C Mohan, HV Nguyen
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
162020
LB-SciFi: Online learning-based channel feedback for MU-MIMO in wireless LANs
PK Sangdeh, H Pirayesh, A Mobiny, H Zeng
2020 IEEE 28th International Conference on Network Protocols (ICNP), 1-11, 2020
142020
Few is enough: task-augmented active meta-learning for brain cell classification
P Yuan, A Mobiny, J Jahanipour, X Li, PA Cicalese, B Roysam, VM Patel, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
142020
Decaps: Detail-oriented capsule networks
A Mobiny, P Yuan, PA Cicalese, H Van Nguyen
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
102020
Radiologist-level COVID-19 detection using CT scans with detail-oriented capsule networks. 2020
A Mobiny, PA Cicalese, S Zare, P Yuan, M Abavisani, CC Wu, J Ahuja, ...
arXiv preprint arXiv:2004.07407 730, 2004
82004
DVNet: A Memory-Efficient Three-Dimensional CNN for Large-Scale Neurovascular Reconstruction
L Saadatifard, A Mobiny, P Govyadinov, H Nguyen, D Mayerich
arXiv preprint arXiv:2002.01568, 2020
22020
Trans-Caps: Transformer Capsule Networks with Self-attention Routing
A Mobiny, PA Cicalese, H Van Nguyen
12020
Meta learning for adaptable lung nodule image analysis
A Mobiny, H Van Nguyen
Meta Learning With Medical Imaging and Health Informatics Applications, 141-160, 2023
2023
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Articles 1–20