List of works - Isaac Shiri

A theranostic approach based on radiolabeled antiviral drugs, antibodies and CRISPR-associated proteins for early detection and treatment of SARS-CoV-2 disease

scientific article published on 01 September 2020

A thermo-responsive alginate nanogel platform co-loaded with gold nanoparticles and cisplatin for combined cancer chemo-photothermal therapy

scientific article published on 03 January 2019

Automatic cardiac evaluations using a deep video object segmentation network

scientific article published on 08 April 2022

CT imaging markers to improve radiation toxicity prediction in prostate cancer radiotherapy by stacking regression algorithm

scientific article published on 24 September 2019

Cardiac SPECT radiomic features repeatability and reproducibility: A multi-scanner phantom study

scientific article published on 24 April 2020

Cochlea CT radiomics predicts chemoradiotherapy induced sensorineural hearing loss in head and neck cancer patients: A machine learning and multi-variable modelling study

scientific article published on 9 January 2018

Deep-JASC: joint attenuation and scatter correction in whole-body 18F-FDG PET using a deep residual network

scientific article published on 15 May 2020

Direct attenuation correction of brain PET images using only emission data via a deep convolutional encoder-decoder (Deep-DAC)

scientific article published on 21 June 2019

Gold nanoparticle-induced sonosensitization enhances the antitumor activity of ultrasound in colon tumor-bearing mice

scientific article published on 25 July 2018

MFP-Unet: A novel deep learning based approach for left ventricle segmentation in echocardiography

scientific article published on 28 October 2019

Machine learning-based radiomic models to predict intensity-modulated radiation therapy response, Gleason score and stage in prostate cancer

scientific article published on 03 January 2019

Magnetic resonance imaging radiomic feature analysis of radiation-induced femoral head changes in prostate cancer radiotherapy

scientific article published on 01 March 2019

Medical Imaging Technologists in Radiomics Era: An Alice in Wonderland Problem

scholarly article by Hamid Abdollahi et al published January 2019 in Iranian Journal of Public Health

Next-Generation Radiogenomics Sequencing for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients Using Multimodal Imaging and Machine Learning Algorithms

scientific article published on 17 March 2020

Noninvasive Fuhrman grading of clear cell renal cell carcinoma using computed tomography radiomic features and machine learning

scientific article published on 19 March 2020

Noninvasive O6 Methylguanine-DNA Methyltransferase Status Prediction in Glioblastoma Multiforme Cancer Using Magnetic Resonance Imaging Radiomics Features: Univariate and Multivariate Radiogenomics Analysis

scientific article published on 07 September 2019

Radiation dose in cardiac SPECT/CT: An estimation of SSDE and effective dose.

scientific article published on 21 October 2016

Radiographic Image Radiomics Feature Reproducibility: A Preliminary Study on the Impact of Field Size

scientific article published on 21 February 2020

Radiomics-based machine learning model to predict risk of death within 5-years in clear cell renal cell carcinoma patients

scientific article published on 23 November 2020

Repeatability of Radiomic Features in Magnetic Resonance Imaging of Glioblastoma: Test-Retest and Image Registration Analyses

scientific article published on 02 July 2020

Standard SPECT myocardial perfusion estimation from half-time acquisitions using deep convolutional residual neural networks

scientific article published on 28 April 2020

The impact of image reconstruction settings on 18F-FDG PET radiomic features: multi-scanner phantom and patient studies.

scientific article published on 31 May 2017

Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural network

scientific article published on 03 September 2020

List of works by Isaac Shiri