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Nastaran Enshaei
Nastaran Enshaei
Concordia Institute for Information Systems Engineering (CIISE)
Dirección de correo verificada de live.concordia.ca
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Año
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
2112021
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
692021
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
402020
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
332022
The equivalent depth of wave-induced scour around offshore pipelines
ME Mousavi, AY Bakhtiary, N Enshaei
292009
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
282022
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
202021
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
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
92021
Icphm’23 benchmark vibration dataset applicable in machine learning for systems’ health monitoring
N Enshaei, H Chen, F Naderkhani, JJ Lin, S Shahsafi, S Giliyana, ...
2024 IEEE International Conference on Prognostics and Health Management …, 2024
82024
COVID-19 low-dose and ultra-low-dose CT scans
P Afshar, MJ Rafiee, F Naderkhani, S Heidarian, N Enshaei, ...
IEEE Dataport, 2021
72021
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, ...
7
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
62006
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
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
42020
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
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
22022
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
22022
Advancing Energy Monitoring: Deep Learning for Automated Non-Smart Gas Meter Readings
N Enshaei, S Tremblay, P Paul, A Ebadi
2024 International Conference on Machine Learning and Applications (ICMLA …, 2024
2024
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