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Amir Moslemi
Amir Moslemi
Postdoc Fellow, University of Toronto
在 ryerson.ca 的电子邮件经过验证
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引用次数
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年份
Differentiating COPD and asthma using quantitative CT imaging and machine learning
A Moslemi, K Kontogianni, J Brock, S Wood, F Herth, M Kirby
European Respiratory Journal 60 (3), 2022
192022
Comparison of feature selection methods and machine learning classifiers for predicting chronic obstructive pulmonary disease using texture-based CT lung radiomic features
K Makimoto, R Au, A Moslemi, JC Hogg, J Bourbeau, WC Tan, M Kirby
Academic Radiology 30 (5), 900-910, 2023
162023
Quantitative CT lung imaging and machine learning improves prediction of emergency room visits and hospitalizations in COPD
A Moslemi, K Makimoto, WC Tan, J Bourbeau, JC Hogg, HO Coxson, ...
Academic Radiology 30 (4), 707-716, 2023
152023
A tutorial-based survey on feature selection: Recent advancements on feature selection
A Moslemi
Engineering Applications of Artificial Intelligence 126, 107136, 2023
112023
Sparse representation learning using ℓ1− 2 compressed sensing and rank-revealing QR factorization
A Moslemi
Engineering Applications of Artificial Intelligence 125, 106663, 2023
62023
CT Medical images denoising based on new wavelet thresholding compared with curvelet and contourlet
A Moslemi, A Movafeghi, S Moradi
International Journal of Computer and Information Engineering 9 (10), 2167-2172, 2015
52015
Subspace learning using structure learning and non-convex regularization: Hybrid technique with mushroom reproduction optimization in gene selection
A Moslemi, M Bidar, A Ahmadian
Computers in Biology and Medicine 164, 107309, 2023
32023
COPD and asthma differentiation using quantitative CT biomarkers by hybrid feature selection and machine learning
K Kontogianni, A Moslemi, M Kirby, J Brock, F Trudzinski, FJ Herth
European Respiratory Journal 58 (suppl 65), 2021
32021
Comparison of Feature Selection Methods and Machine Learning Classifiers with CT Radiomics-Based Features for Predicting Chronic Obstructive Pulmonary Disease
K Makimoto, RC Au, A Moslemi, JC Hogg, J Bourbeau, WC Tan, M Kirby
A22. IMAGING AND MOLECULAR BIOMARKERS IN COPD, A1079-A1079, 2022
22022
Deep Texture Analysis—Enhancing CT Radiomics Features for Prediction of Head and Neck Cancer Treatment Outcomes: A Machine Learning Approach
A Safakish, L Sannachi, A Moslemi, A Pejović-Milić, GJ Czarnota
Radiation 4 (1), 50-68, 2024
12024
Predicting head and neck cancer treatment outcomes using textural feature level fusion of quantitative ultrasound spectroscopic and computed tomography: A machine learning approach
A Moslemi, A Safakish, L Sannchi, D Alberico, S Halstead, G Czarnota
2023 IEEE International Ultrasonics Symposium (IUS), 1-4, 2023
12023
Subspace Learning for Feature Selection via Rank Revealing QR Factorization: Unsupervised and Hybrid Approaches with Non-negative Matrix Factorization and Evolutionary Algorithm
A Moslemi, A Ahmadian
arXiv preprint arXiv:2210.00418, 2022
12022
Subspace learning via Hessian regularized latent representation learning with -norm constraint: unsupervised feature selection
A Moslemi, A Shaygani
International Journal of Machine Learning and Cybernetics, 1-20, 2024
2024
Deep Texture Analysis Enhanced MRI Radiomics for Predicting Head and Neck Cancer Treatment Outcomes with Machine Learning Classifiers
A Safakish, A Moslemi, D Moore-Palhares, L Sannachi, I Poon, I Karam, ...
Radiation 4 (2), 192-212, 2024
2024
Classifying Future Healthcare Utilization in COPD Using Quantitative CT Lung Imaging and Two-Step Feature Selection via Sparse Subspace Learning with the CanCOLD Study
A Moslemi, CJ Hague, JC Hogg, J Bourbeau, WC Tan, M Kirby
Academic Radiology, 2024
2024
Classifying chronic obstructive pulmonary disease using computed tomography imaging and 2D and 3D convolutional neural networks
S Rezvanjou, A Moslemi, S Peterson, WC Tan, JC Hogg, J Bourbeau, ...
Medical Imaging 2024: Clinical and Biomedical Imaging 12930, 154-161, 2024
2024
Apriori prediction of chemotherapy response in locally advanced breast cancer patients using CT imaging and deep learning: transformer versus transfer learning
A Moslemi, LO Osapoetra, A Dasgupta, D Alberico, M Trudeau, S Gandhi, ...
Frontiers in Oncology 14, 2024
2024
Dual regularized subspace learning using adaptive graph learning and rank constraint: Unsupervised feature selection on gene expression microarray datasets
A Moslemi, A Ahmadian
Computers in Biology and Medicine 167, 107659, 2023
2023
A Survey on 4 {\pi} Treatment Planning Technique for Radiation Therapy
A Moslemi, N Khaledi
arXiv preprint arXiv:2307.14317, 2023
2023
Classification of Chronic Obstructive Pulmonary Disease using CT Images and Pre-trained Convolutional Neural Networks
S Rezvanjou, A Moslemi, WC Tan, JC Hogg, J Bourbeau, M Kirby
MEDICAL PHYSICS 49 (8), 5682-5682, 2022
2022
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