Saeed Ashrafinia

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

Alex Zwanenburg, Martin Vallières, Mahmoud A. Abdalah et al. · Radiology · 2020 · 3.6K citations · Full text

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

Isaac Shiri, Hassan Maleki, Ghasem Hajianfar et al. · Molecular Imaging and Biology · 2020 · 157 citations · Full text

Nuclear Medicine, Medical Imaging, Tumor Heterogeneity +13

Multi-Level Multi-Modality Fusion Radiomics: Application to PET and CT Imaging for Prognostication of Head and Neck Cancer

Wenbing Lv, Saeed Ashrafinia, Jianhua Ma et al. · IEEE Journal of Biomedical and Health Informatics · 2019 · 98 citations · Full text

Neck Cancer, Engineering, Pet-mri +22

Machine Learning Methods for Optimal Radiomics-Based Differentiation Between Recurrence and Inflammation: Application to Nasopharyngeal Carcinoma Post-therapy PET/CT Images

Dongyang Du, Hui Feng, Wenbing Lv et al. · Molecular Imaging and Biology · 2019 · 74 citations

Radiation Oncology, Engineering, Machine Learning +13

Prognostic modeling for patients with colorectal liver metastases incorporating FDG PET radiomic features

Arman Rahmim, Kirstine Bak-Fredslund, Saeed Ashrafinia et al. · European Journal of Radiology · 2019 · 51 citations · Full text