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Nastaran Enshaei
Nastaran Enshaei
Concordia Institute for Information Systems Engineering (CIISE)
Adresse e-mail validée de live.concordia.ca
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COVID-CT-MD, COVID-19 computed tomography scan dataset applicable in machine learning and deep learning
P Afshar, S Heidarian, N Enshaei, F Naderkhani, MJ Rafiee, ...
Scientific Data 8 (1), 121, 2021
1802021
Covid-fact: A fully-automated capsule network-based framework for identification of covid-19 cases from chest ct scans
S Heidarian, P Afshar, N Enshaei, F Naderkhani, MJ Rafiee, ...
Frontiers in Artificial Intelligence 4, 598932, 2021
602021
The equivalent depth of wave-induced scour around offshore pipelines
ME Mousavi, AY Bakhtiary, N Enshaei
272009
Automated detection of textured-surface defects using UNet-based semantic segmentation network
N Enshaei, S Ahmad, F Naderkhani
2020 IEEE International Conference on Prognostics and Health Management …, 2020
262020
COVID-rate: an automated framework for segmentation of COVID-19 lesions from chest CT images
N Enshaei, A Oikonomou, MJ Rafiee, P Afshar, S Heidarian, ...
Scientific Reports 12 (1), 3212, 2022
232022
Human-level COVID-19 diagnosis from low-dose CT scans using a two-stage time-distributed capsule network
P Afshar, MJ Rafiee, F Naderkhani, S Heidarian, N Enshaei, ...
Scientific Reports 12 (1), 4827, 2022
222022
Application of deep learning for fault diagnostic in induction machine’s bearings
N Enshaei, F Naderkhani
2019 IEEE International Conference on Prognostics and Health Management …, 2019
202019
Diagnosis/prognosis of covid-19 chest images via machine learning and hypersignal processing: Challenges, opportunities, and applications
A Mohammadi, Y Wang, N Enshaei, P Afshar, F Naderkhani, ...
IEEE Signal Processing Magazine 38 (5), 37-66, 2021
192021
COVID-fact: A fully-automated capsule network-based framework for identification of COVID-19 cases from chest ct scans. Front
S Heidarian, P Afshar, N Enshaei, F Naderkhani, MJ Rafiee, FB Fard, ...
Artif. Intell 4 (65), 10.3389, 2021
152021
An ensemble learning framework for multi-class covid-19 lesion segmentation from chest ct images
N Enshaei, P Afshar, S Heidarian, A Mohammadi, MJ Rafiee, ...
2021 IEEE International Conference on Autonomous Systems (ICAS), 1-6, 2021
82021
Icphm'23 benchmark vibration dataset applicable in machine learning for systems' health monitoring
N Enshaei, H Chen, F Naderkhani, J Lin, S Shahsafi, S Giliyana, ...
In proceeding of IEEE Conference on Prognostics and Health Management (ICPHM), 2023
72023
Equilibrium profile of current-induced scour around submarine pipelines
ME Mousavi, AY Bakhtiary, N Enshaei
International Conference on Offshore Mechanics and Arctic Engineering 47497 …, 2006
72006
Robust automated framework for COVID-19 disease identification from a multicenter dataset of chest CT scans
S Heidarian, P Afshar, N Enshaei, F Naderkhani, MJ Rafiee, ...
5*2021
Wso-Caps: diagnosis of lung infection from low and ultra-lowdose CT scans using capsule networks and windowsetting optimization
S Heidarian, P Afshar, N Enshaei, F Naderkhani, MJ Rafiee, ...
2021 IEEE International Conference on Autonomous Systems (ICAS), 1-5, 2021
52021
COVID-CT-MD: COVID-19 Computed tomography (CT) scan dataset applicable in machine learning and deep learning. Sci Data. 2020
P Afshar, S Heidarian, N Enshaei, F Naderkhani, MJ Rafiee, ...
5
A comprehensive review on advanced maintenance strategies for smart railways
N Enshaei, A Hammad, F Naderkhani
Handbook of Research on Interdisciplinary Approaches to Decision Making for …, 2020
32020
Integrated deep learning and statistical process control for online monitoring of manufacturing processes
S Ahmad, N Enshaei, F Naderkhani, A Awasthi
2020 IEEE International Conference on Prognostics and Health Management …, 2020
22020
Data Shapley Value for Handling Noisy Labels: An Application in Screening Covid-19 Pneumonia from Chest CT Scans
N Enshaei, MJ Rafiee, A Mohammadi, F Naderkhani
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
12022
A Generalization Enhancement Approach for Deep Learning Segmentation Models: Application in COVID-19 Lesion Segmentation from Chest CT Slices
N Enshaei, MJ Rafiee, F Naderkhani
2022 30th European Signal Processing Conference (EUSIPCO), 1362-1366, 2022
2022
NUMERICAL STUDY OF SEDIMENT SIZE EFFECT ON SCOUR PHENOMENA AROUND PIPELINE UNDER STEADY CURRENT
N ENSHAEI, NSALIA SALEHI
2014
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