Deep versus Handcrafted Tensor Radiomics Features: Prediction of Survival in Head and Neck Cancer Using Machine Learning and Fusion Techniques
Salmanpour, Mohammad R, Rezaeijo, Seyed Masoud, Hosseinzadeh, Mahdi, Rahmim, Arman
Published in Diagnostics (Basel) (11.05.2023)
Published in Diagnostics (Basel) (11.05.2023)
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Journal Article
Prediction of Cognitive Decline in Parkinson's Disease Using Clinical and DAT SPECT Imaging Features, and Hybrid Machine Learning Systems
Hosseinzadeh, Mahdi, Gorji, Arman, Fathi Jouzdani, Ali, Rezaeijo, Seyed Masoud, Rahmim, Arman, Salmanpour, Mohammad R
Published in Diagnostics (Basel) (10.05.2023)
Published in Diagnostics (Basel) (10.05.2023)
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Journal Article
Optimized machine learning methods for prediction of cognitive outcome in Parkinson's disease
Salmanpour, Mohammad R., Shamsaei, Mojtaba, Saberi, Abdollah, Setayeshi, Saeed, Klyuzhin, Ivan S., Sossi, Vesna, Rahmim, Arman
Published in Computers in biology and medicine (01.08.2019)
Published in Computers in biology and medicine (01.08.2019)
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Journal Article
Machine learning methods for optimal prediction of motor outcome in Parkinson’s disease
Salmanpour, Mohammad R., Shamsaei, Mojtaba, Saberi, Abdollah, Klyuzhin, Ivan S., Tang, Jing, Sossi, Vesna, Rahmim, Arman
Published in Physica medica (01.01.2020)
Published in Physica medica (01.01.2020)
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Journal Article
Control rod drop-time reduction in typical swimming pool research reactors
Salmanpour Paean Afrakati, M.R., Gharib, M., Mirvakili, S.M.
Published in Progress in nuclear energy (New series) (01.07.2018)
Published in Progress in nuclear energy (New series) (01.07.2018)
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Journal Article
Fusion-based tensor radiomics using reproducible features: Application to survival prediction in head and neck cancer
Salmanpour, Mohammad R., Hosseinzadeh, Mahdi, Rezaeijo, Seyed Masoud, Rahmim, Arman
Published in Computer methods and programs in biomedicine (01.10.2023)
Published in Computer methods and programs in biomedicine (01.10.2023)
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Journal Article
Robust identification of Parkinson's disease subtypes using radiomics and hybrid machine learning
Salmanpour, Mohammad R., Shamsaei, Mojtaba, Saberi, Abdollah, Hajianfar, Ghasem, Soltanian-Zadeh, Hamid, Rahmim, Arman
Published in Computers in biology and medicine (01.02.2021)
Published in Computers in biology and medicine (01.02.2021)
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Journal Article
Application of novel hybrid machine learning systems and radiomics features for non-motor outcome prediction in Parkinson’s disease
Salmanpour, Mohammad R, Bakhtiyari, Mahya, Hosseinzadeh, Mahdi, Maghsudi, Mehdi, Yousefirizi, Fereshteh, Ghaemi, Mohammad M, Rahmim, Arman
Published in Physics in medicine & biology (07.02.2023)
Published in Physics in medicine & biology (07.02.2023)
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Journal Article
Prediction of drug amount in Parkinson's disease using hybrid machine learning systems and radiomics features
Salmanpour, Mohammad R., Hosseinzadeh, Mahdi, Bakhtiyari, Mahya, Maghsudi, Mehdi, Rahmim, Arman
Published in International journal of imaging systems and technology (01.07.2023)
Published in International journal of imaging systems and technology (01.07.2023)
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Journal Article
Epidemiology of pemphigus in south‐western Iran: A 10‐year retrospective study (1991–2000)
Salmanpour, R., Shahkar, H., Namazi, M. R., Rahman‐Shenas, M. R.
Published in International journal of dermatology (01.02.2006)
Published in International journal of dermatology (01.02.2006)
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Journal Article
Longitudinal clustering analysis and prediction of Parkinson's disease progression using radiomics and hybrid machine learning
Salmanpour, Mohammad R, Shamsaei, Mojtaba, Hajianfar, Ghasem, Soltanian-Zadeh, Hamid, Rahmim, Arman
Published in Quantitative imaging in medicine and surgery (01.02.2022)
Published in Quantitative imaging in medicine and surgery (01.02.2022)
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Journal Article
Prediction of Parkinson’s disease pathogenic variants using hybrid Machine learning systems and radiomic features
Hajianfar, Ghasem, Kalayinia, Samira, Hosseinzadeh, Mahdi, Samanian, Sara, Maleki, Majid, Sossi, Vesna, Rahmim, Arman, Salmanpour, Mohammad R.
Published in Physica medica (01.09.2023)
Published in Physica medica (01.09.2023)
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Journal Article
The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights
Whybra, Philip, Zwanenburg, Alex, Andrearczyk, Vincent, Schaer, Roger, Apte, Aditya P, Ayotte, Alexandre, Baheti, Bhakti, Bakas, Spyridon, Bettinelli, Andrea, Boellaard, Ronald, Boldrini, Luca, Buvat, Irène, Cook, Gary J R, Dietsche, Florian, Dinapoli, Nicola, Gabryś, Hubert S, Goh, Vicky, Guckenberger, Matthias, Hatt, Mathieu, Hosseinzadeh, Mahdi, Iyer, Aditi, Lenkowicz, Jacopo, Loutfi, Mahdi A L, Löck, Steffen, Marturano, Francesca, Morin, Olivier, Nioche, Christophe, Orlhac, Fanny, Pati, Sarthak, Rahmim, Arman, Rezaeijo, Seyed Masoud, Rookyard, Christopher G, Salmanpour, Mohammad R, Schindele, Andreas, Shiri, Isaac, Spezi, Emiliano, Tanadini-Lang, Stephanie, Tixier, Florent, Upadhaya, Taman, Valentini, Vincenzo, van Griethuysen, Joost J M, Yousefirizi, Fereshteh, Zaidi, Habib, Müller, Henning, Vallières, Martin, Depeursinge, Adrien
Published in Radiology (01.02.2024)
Published in Radiology (01.02.2024)
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Journal Article
Tensor radiomics: paradigm for systematic incorporation of multi-flavoured radiomics features
Rahmim, Arman, Toosi, Amirhosein, Salmanpour, Mohammad R, Dubljevic, Natalia, Janzen, Ian, Shiri, Isaac, Yuan, Ren, Ho, Cheryl, Zaidi, Habib, MacAulay, Calum, Uribe, Carlos, Yousefirizi, Fereshteh
Published in Quantitative imaging in medicine and surgery (01.12.2023)
Published in Quantitative imaging in medicine and surgery (01.12.2023)
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Journal Article
Fusion-Based Head and Neck Tumor Segmentation and Survival Prediction Using Robust Deep Learning Techniques and Advanced Hybrid Machine Learning Systems
Fatan, Mehdi, Hosseinzadeh, Mahdi, Askari, Dariush, Sheikhi, Hossein, Rezaeijo, Seyed Masoud, Salmanpour, Mohammad R.
Published in Head and Neck Tumor Segmentation and Outcome Prediction (2022)
Published in Head and Neck Tumor Segmentation and Outcome Prediction (2022)
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Book Chapter
A double-blind randomized clinical trial of a topical herbal extract (Z-HE) vs. systemic meglumine antimoniate for the treatment of cutaneous leishmaniasis in Iran
Zerehsaz, Fereidoun, Salmanpour, Rahmat, Handjani, Farhad, Ardehali, Sadreddine, Panjehshahin, Mohammad Reza, Tabei, Seyed Ziaeddin, Tabatabaee, Hamid Reza, Ms, .
Published in International journal of dermatology (01.08.1999)
Published in International journal of dermatology (01.08.1999)
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Journal Article