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Mohammad R. Salmanpour, Ph.D.
Mohammad R. Salmanpour, Ph.D.
BC Cancer Research Institute & University of British Columbia
Zweryfikowany adres z bccrc.ca
Tytuł
Cytowane przez
Cytowane przez
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Optimized machine learning methods for prediction of cognitive outcome in Parkinson's disease
MR Salmanpour, M Shamsaei, A Saberi, S Setayeshi, IS Klyuzhin, ...
Computers in biology and medicine 111, 103347, 2019
642019
The image biomarker standardization initiative: standardized convolutional filters for reproducible radiomics and enhanced clinical insights
P Whybra, A Zwanenburg, V Andrearczyk, R Schaer, AP Apte, A Ayotte, ...
Radiology 310 (2), e231319, 2024
632024
Prediction of Cognitive decline in Parkinson’s Disease using clinical and DAT SPECT Imaging features, and Hybrid Machine Learning systems
M Hosseinzadeh, A Gorji, A Fathi Jouzdani, SM Rezaeijo, A Rahmim, ...
Diagnostics 13 (10), 1691, 2023
512023
Machine learning methods for optimal prediction of motor outcome in Parkinson’s disease
MR Salmanpour, M Shamsaei, A Saberi, IS Klyuzhin, J Tang, V Sossi, ...
Physica Medica 69, 233-240, 2020
502020
Robust identification of Parkinson's disease subtypes using radiomics and hybrid machine learning
MR Salmanpour, M Shamsaei, A Saberi, G Hajianfar, H Soltanian-Zadeh, ...
Computers in biology and medicine 129, 104142, 2021
442021
Deep versus handcrafted tensor radiomics features: prediction of survival in head and neck cancer using machine learning and fusion techniques
MR Salmanpour, SM Rezaeijo, M Hosseinzadeh, A Rahmim
Diagnostics 13 (10), 1696, 2023
422023
Feature selection and machine learning methods for optimal identification and prediction of subtypes in Parkinson's disease
MR Salmanpour, M Shamsaei, A Rahmim
Computer methods and programs in biomedicine 206, 106131, 2021
402021
Fusion-based tensor radiomics using reproducible features: application to survival prediction in head and neck cancer
MR Salmanpour, M Hosseinzadeh, SM Rezaeijo, A Rahmim
Computer Methods and Programs in Biomedicine 240, 107714, 2023
392023
Longitudinal clustering analysis and prediction of Parkinson’s disease progression using radiomics and hybrid machine learning
MR Salmanpour, M Shamsaei, G Hajianfar, H Soltanian-Zadeh, ...
Quantitative Imaging in Medicine and Surgery 12 (2), 906, 2022
342022
Using deep-learning to predict outcome of patients with Parkinson’s disease
KH Leung, MR Salmanpour, A Saberi, IS Klyuzhin, V Sossi, AK Jha, ...
2018 IEEE Nuclear Science Symposium and Medical Imaging Conference …, 2018
322018
Prediction of TNM stage in head and neck cancer using hybrid machine learning systems and radiomics features
MR Salmanpour, M Hosseinzadeh, A Akbari, K Borazjani, K Mojallal, ...
Medical Imaging 2022: Computer-Aided Diagnosis 12033, 662-667, 2022
202022
Advanced automatic segmentation of tumors and survival prediction in head and neck cancer
MR Salmanpour, G Hajianfar, SM Rezaeijo, M Ghaemi, A Rahmim
3D Head and Neck Tumor Segmentation in PET/CT Challenge, 202-210, 2021
202021
Fusion-based head and neck tumor segmentation and survival prediction using robust deep learning techniques and advanced hybrid machine learning systems
M Fatan, M Hosseinzadeh, D Askari, H Sheikhi, SM Rezaeijo, ...
3D head and neck tumor segmentation in PET/CT challenge, 211-223, 2021
192021
Tensor radiomics: Paradigm for systematic incorporation of multi-flavoured radiomics features
A Rahmim, A Toosi, MR Salmanpour, N Dubljevic, I Janzen, I Shiri, ...
2022 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2022
152022
Machine learning methods for optimal prediction of outcome in Parkinson’s disease
MR Salmanpour, M Shamsaei, A Saberi, S Setayeshi, E Taherinezhad, ...
2018 IEEE Nuclear Science Symposium and Medical Imaging Conference …, 2018
142018
Optimal feature selection and machine learning for prediction of outcome in Parkinson’s disease
M Salmanpour, A Saberi, M Shamsaei, A Rahmim
Journal of Nuclear Medicine 61 (supplement 1), 524-524, 2020
132020
Deep versus handcrafted tensor radiomics features: Application to survival prediction in head and neck cancer
M Salmanpour, M Hosseinzadeh, S Rezaeijo, M Ramezani, S Marandi, ...
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 49 (SUPPL 1 …, 2022
122022
Multitask outcome prediction using hybrid machine learning and PET-CT fusion radiomics
MR Salmanpour, G Hajianfar, W Lv, L Lu, A Rahmim
Journal of Nuclear Medicine 62 (supplement 1), 1424-1424, 2021
102021
Prediction of Parkinson’s disease pathogenic variants using hybrid Machine learning systems and radiomic features
G Hajianfar, S Kalayinia, M Hosseinzadeh, S Samanian, M Maleki, ...
Physica Medica 113, 102647, 2023
92023
Advanced survival prediction in head and neck cancer using hybrid machine learning systems and radiomics features
MR Salmanpour, M Hosseinzadeh, E Modiri, A Akbari, G Hajianfar, ...
Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and …, 2022
92022
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