A tutorial-based survey on feature selection: Recent advancements on feature selection A Moslemi
Engineering Applications of Artificial Intelligence 126, 107136, 2023
33 2023 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
30 2022 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
24 2023 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
19 2023 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
12 2023 Sparse representation learning using ℓ1− 2 compressed sensing and rank-revealing QR factorization A Moslemi
Engineering Applications of Artificial Intelligence 125, 106663, 2023
11 2023 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
6 2023 Subspace learning via Hessian regularized latent representation learning with A Moslemi, A Shaygani
International Journal of Machine Learning and Cybernetics, 1-20, 2024
5 2024 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
5 2015 Unsupervised feature selection using sparse manifold learning: Auto-encoder approach A Moslemi, M Jamshidi
Information Processing & Management 62 (1), 103923, 2025
3 2025 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
3 2024 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
3 2023 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
3 2021 Dual-dual subspace learning with low-rank consideration for feature selection A Moslemi, M Bidar
Physica A: Statistical Mechanics and its Applications 651, 129997, 2024
2 2024 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
2 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
2 2024 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
2 2022 Subspace learning for feature selection via rank revealing QR factorization: Fast feature selection A Moslemi, A Ahmadian
Expert Systems with Applications 256, 124919, 2024
1 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
1 2024 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
1 2022 
Miranda KirbyAssociate Professor, Toronto Metropolitan University; Affiliate Scientist at St. Michael’s HospitalE-mail megerősítve itt: torontomu.ca