Παρακολούθηση
Parnian Afshar
Parnian Afshar
Amazon
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα amazon.com
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Covid-caps: A capsule network-based framework for identification of covid-19 cases from x-ray images
P Afshar, S Heidarian, F Naderkhani, A Oikonomou, KN Plataniotis, ...
Pattern Recognition Letters 138, 638-643, 2020
7912020
Brain tumor type classification via capsule networks
P Afshar, A Mohammadi, KN Plataniotis
2018 25th IEEE international conference on image processing (ICIP), 3129-3133, 2018
5762018
Capsule networks for brain tumor classification based on MRI images and coarse tumor boundaries
P Afshar, KN Plataniotis, A Mohammadi
ICASSP 2019-2019 IEEE international conference on acoustics, speech and …, 2019
3972019
From handcrafted to deep-learning-based cancer radiomics: challenges and opportunities
P Afshar, A Mohammadi, KN Plataniotis, A Oikonomou, H Benali
IEEE Signal Processing Magazine 36 (4), 132-160, 2019
3332019
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
2042021
Improved explainability of capsule networks: Relevance path by agreement
A Shahroudnejad, P Afshar, KN Plataniotis, A Mohammadi
2018 IEEE global conference on signal and information processing (GlobalSIP …, 2018
942018
Bayescap: A bayesian approach to brain tumor classification using capsule networks
P Afshar, A Mohammadi, KN Plataniotis
IEEE Signal Processing Letters 27, 2024-2028, 2020
882020
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
652021
3D-MCN: a 3D multi-scale capsule network for lung nodule malignancy prediction
P Afshar, A Oikonomou, F Naderkhani, PN Tyrrell, KN Plataniotis, ...
Scientific reports 10 (1), 7948, 2020
602020
MIXCAPS: A capsule network-based mixture of experts for lung nodule malignancy prediction
P Afshar, F Naderkhani, A Oikonomou, MJ Rafiee, A Mohammadi, ...
Pattern Recognition 116, 107942, 2021
552021
: deep learning-based radiomics for the time-to-event outcome prediction in lung cancer
P Afshar, A Mohammadi, PN Tyrrell, P Cheung, A Sigiuk, KN Plataniotis, ...
Scientific Reports 10 (1), 12366, 2020
392020
Intelligent breast cancer recognition using particle swarm optimization and support vector machines
A Ahmadi, P Afshar
Journal of Experimental & Theoretical Artificial Intelligence 28 (6), 1021-1034, 2016
382016
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
322022
BoostCaps: a boosted capsule network for brain tumor classification
P Afshar, KN Plataniotis, A Mohammadi
2020 42nd annual international conference of the IEEE engineering in …, 2020
322020
Ct-caps: Feature extraction-based automated framework for covid-19 disease identification from chest ct scans using capsule networks
S Heidarian, P Afshar, A Mohammadi, MJ Rafiee, A Oikonomou, ...
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
302021
Capsule networks’ interpretability for brain tumor classification via radiomics analyses
P Afshar, KN Plataniotis, A Mohammadi
2019 IEEE International Conference on Image Processing (ICIP), 3816-3820, 2019
272019
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
262022
Lung cancer radiomics: highlights from the ieee video and image processing cup 2018 student competition [sp competitions]
A Mohammadi, P Afshar, A Asif, K Farahani, J Kirby, A Oikonomou, ...
IEEE signal processing magazine 36 (1), 164-173, 2018
212018
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
182021
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