Pathological Prostate Gleason Score Prediction Using MRI Radiomics and Machine Learning Algorithms

Author:

Bagheri Soroush1,Hajianfar Ghasem2,Saberi Abdollah3,Oveisi Mehrdad4,Shiri Isaac3,Zaidi Habib3

Affiliation:

1. Kashan University of Medical Sciences,Department of Medical Physics,Kashan,Iran

2. Iran University of Medical Science,Rajaie Cardiovascular Medical and Research Center,Tehran,Iran

3. Geneva University Hospital,Division of Nuclear Medicine and Molecular Imaging,Department of Medical Imaging,Switzerland,CH-1211

4. Kings College London,London,United Kingdom

Funder

National Science Foundation

University Hospitals

Publisher

IEEE

Reference24 articles.

1. Diagnosis of COVID-19 Using CT image Radiomics Features: A Comprehensive Machine Learning Study Involving 26,307 Patients;shiri;medRxiv,2021

2. COVID-19 Prognostic Modeling Using CT Radiomic Features and Machine Learning Algorithms: Analysis of a Multi-Institutional Dataset of 14,339 Patients;shiri;medRxiv,2021

3. Non-contrast Cine Cardiac Magnetic Resonance image radiomics features and machine learning algorithms for myocardial infarction detection;avarda;Computers in Biology and Medicine,2021

4. Overall Survival Prognostic Modelling of Non-small Cell Lung Cancer Patients Using Positron Emission Tomography/Computed Tomography Harmonised Radiomics Features: The Quest for the Optimal Machine Learning Algorithm;amini;Clinical Oncology,2021

5. Cardiac SPECT radiomic features repeatability and reproducibility: A multi-scanner phantom study;edalat-javid;J Nucl Cardiol,2020

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