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Isaac Shiri
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The impact of image reconstruction settings on 18F-FDG PET radiomic features: multi-scanner phantom and patient studies
I Shiri, A Rahmim, P Ghaffarian, P Geramifar, H Abdollahi, ...
European radiology 27 (11), 4498-4509, 2017
1572017
A thermo-responsive alginate nanogel platform co-loaded with gold nanoparticles and cisplatin for combined cancer chemo-photothermal therapy
M Mirrahimi, Z Abed, J Beik, I Shiri, AS Dezfuli, VP Mahabadi, ...
Pharmacological research 143, 178-185, 2019
1002019
Non-invasive Fuhrman grading of clear cell renal cell carcinoma using computed tomography radiomics features and machine learning
M Nazari, I Shiri, G Hajianfar, N Oveisi, H Abdollahi, MR Deevband, ...
La radiologia medica 125 (8), 754-762, 2020
802020
MFP-Unet: A novel deep learning based approach for left ventricle segmentation in echocardiography
S Moradi, MG Oghli, A Alizadehasl, I Shiri, N Oveisi, M Oveisi, M Maleki, ...
Physica Medica 67, 58-69, 2019
802019
Machine learning-based radiomic models to predict intensity-modulated radiation therapy response, Gleason score and stage in prostate cancer
H Abdollahi, B Mofid, I Shiri, A Razzaghdoust, A Saadipoor, A Mahdavi, ...
La radiologia medica 124 (6), 555-567, 2019
802019
The promise of artificial intelligence and deep learning in PET and SPECT imaging
H Arabi, A AkhavanAllaf, A Sanaat, I Shiri, H Zaidi
Physica Medica 83, 122-137, 2021
792021
Next Generation Radiogenomics Sequencing for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients Using Multimodal Imaging and Machine Learning Approaches
I Shiri, H Maleki, G Hajianfar, H Abdollahi, S Ashrafinia, M Hatt, H Zaidi, ...
Molecular Imaging and Biology, 1132–1148, 2020
772020
Cochlea CT radiomics predicts chemoradiotherapy induced sensorineural hearing loss in head and neck cancer patients: a machine learning and multi-variable modelling study
H Abdollahi, S Mostafaei, S Cheraghi, I Shiri, SR Mahdavi, A Kazemnejad
Physica Medica 45, 192-197, 2018
702018
Direct attenuation correction of brain PET images using only emission data via a deep convolutional encoder-decoder (Deep-DAC)
I Shiri, P Ghafarian, P Geramifar, KHY Leung, M Ghelichoghli, M Oveisi, ...
European radiology 29 (12), 6867-6879, 2019
682019
Machine learning-based prognostic modeling using clinical data and quantitative radiomic features from chest CT images in COVID-19 patients
I Shiri, M Sorouri, P Geramifar, M Nazari, M Abdollahi, Y Salimi, ...
Computers in biology and medicine 132, 104304, 2021
622021
Deep-JASC: joint attenuation and scatter correction in whole-body 18 F-FDG PET using a deep residual network
I Shiri, H Arabi, P Geramifar, G Hajianfar, P Ghafarian, A Rahmim, MR Ay, ...
European Journal of Nuclear Medicine and Molecular Imaging, 2020
612020
Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural network
I Shiri, A Akhavanallaf, A Sanaat, Y Salimi, D Askari, Z Mansouri, ...
European radiology 31 (3), 1420-1431, 2021
582021
Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging
A Sanaat, I Shiri, H Arabi, I Mainta, R Nkoulou, H Zaidi
European journal of nuclear medicine and molecular imaging 48 (8), 2405-2415, 2021
562021
Radiomics for classification of bone mineral loss: A machine learning study
S Rastegar, M Vaziri, Y Qasempour, MR Akhash, N Abdalvand, I Shiri, ...
Diagnostic and interventional imaging 101 (9), 599-610, 2020
522020
CT imaging markers to improve radiation toxicity prediction in prostate cancer radiotherapy by stacking regression algorithm
S Mostafaei, H Abdollahi, S Kazempour Dehkordi, I Shiri, A Razzaghdoust, ...
La radiologia medica 125 (1), 87-97, 2020
522020
Radiomics-based machine learning model to predict risk of death within 5-years in clear cell renal cell carcinoma patients
M Nazari, I Shiri, H Zaidi
Computers in biology and medicine 129, 104135, 2021
462021
Gold nanoparticle‐induced sonosensitization enhances the antitumor activity of ultrasound in colon tumor‐bearing mice
J Beik, MB Shiran, Z Abed, I Shiri, A Ghadimi‐Daresajini, F Farkhondeh, ...
Medical physics 45 (9), 4306-4314, 2018
452018
Cardiac SPECT radiomic features repeatability and reproducibility: A multi-scanner phantom study
M Edalat-Javid, I Shiri, G Hajianfar, H Abdollahi, H Arabi, N Oveisi, ...
Journal of Nuclear Cardiology, 1-15, 2020
442020
Standard SPECT myocardial perfusion estimation from half-time acquisitions using deep convolutional residual neural networks
I Shiri, K AmirMozafari Sabet, H Arabi, MR Ay, H Zaidi
Journal of Nuclear Cardiology, 2020
432020
Whole-body voxel-based internal dosimetry using deep learning
A Akhavanallaf, I Shiri, H Arabi, H Zaidi
European journal of nuclear medicine and molecular imaging 48 (3), 670-682, 2021
422021
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