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Radiomics
Intro to Radiomics
Radiomics-Based Prediction of Overall Survival in Lung Cancer Using Different Volumes-Of-Interest
Evaluation of Shape and Textural Features from CT As Prognostic
Identifying Robust Radiomics Features for Lung Cancer by Using In-Vivo and Phantom Lung Lesions
Preliminary Report on Computed Tomography Radiomics Features As Biomarkers to Immunotherapy Selection in Lung Adenocarcinoma Patients
Repeatability of Multiparametric Prostate MRI Radiomics Features
Radiomics in Oncology, Part 1: Technical Principles and Gastrointestinal Application in CT and MRI
The Impact of the Variation of Imaging Factors on the Robustness of Computed Tomography Radiomic Features: a Review
Radiomics in Oncology, Part 2: Thoracic, Genito-Urinary, Breast, Neurological, Hematologic and Musculoskeletal Applications
Identification of Non–Small Cell Lung Cancer Sensitive to Systemic
From Hand-Crafted to Deep Learning-Based Cancer Radiomics
An Exploratory Study on the Stable Radiomics Features of Metastatic Small Pulmonary Nodules in Colorectal Cancer Patients
Radiomics: the Facts and the Challenges of Image Analysis
Radiomics of CT Features May Be Nonreproducible and Redundant: Influence of CT Acquisition Parameters
Benchmarking Features from Different Radiomics Toolkits/Toolboxes Using
Radiomics in Prostate Cancer Imaging for a Personalized Treatment Approach – Current Aspects of Methodology and a Systematic Review on Validated Studies
Radiomics of Liver Metastases: a Systematic Review
Tumor Heterogeneity in PET-CT Images
Top View
Radiomics in Medical Imaging—“How-To” Guide and Critical Reflection Janita E
CT-Based Radiomic Signature Predicts Distant Metastasis in Lung Adenocarcinoma
Prognostic Value of FDG-PET Radiomics with Machine Learning in Pancreatic Cancer
Radiomics in Cancer Radiotherapy: a Review
Reproducible Radiomics Through Automated Machine Learning Validated on Twelve Clinical Applications
PET/CT Radiomics in Lung Cancer: an Overview
The Role of Deep Learning and Radiomic Feature Extraction in Cancer-Specific Predictive Modelling: a Review
Risk Score Generated from CT-Based Radiomics Signatures for Overall Survival Prediction in Non-Small Cell Lung Cancer
Histologic Subtype Classification of Non-Small Cell Lung Cancer Using PET/CT Images
A Deep Look Into Radiomics
Combining Radiomics and Mathematical Modeling to Elucidate Mechanisms of Resistance to Immune Checkpoint Blockade in Non-Small Cell Lung Cancer
Radiomics in PET Imaging: a Practical Guide for Newcomers Fanny Orlhac, Christophe Nioche, Ivan Klyuzhin, Arman Rahmim, Irène Buvat
A Multicenter Comparison of Radiomic Features from Different Software Packages on Digital Reference Objects and Patient Data Sets
Generative Models Improve Radiomics Reproducibility in Low Dose Cts: a Simulation Study
Radiomics in Hepatic Metastasis by Colorectal Cancer
Dynamic Radiomics: a New Methodology to Extract Quantitative Time-Related Features from Tomographic Images
A Systematic Review of PET Textural Analysis and Radiomics in Cancer
Radiomics for Response and Outcome Assessment for Non
Radiomics in Nuclear Medicine Applied to Radiation Therapy: Methods, Pitfalls, and Challenges
Image Biomarker Standardisation Initiative Reference Manual Arxiv:1612.07003V11 [Cs.CV] 17 Dec 2019 the Image Biomarker Standardisation Initiative
Value of 18F-FDG PET/CT-Based Radiomics Model to Distinguish the Growth Patterns of Early Invasive Lung Adenocarcinoma Manifesti
Radiomics in Oncological PET/CT: a Methodological Overview
Radiomics to Predict Outcomes and Abscopal Response of Patients With
Computed Tomography Radiomics for Residual Positron Emission Tomography-Computed Tomography Uptake in Lymph Nodes After Treatment
Radiomics Analysis of PET and CT Components of PET/CT Imaging Integrated with Clinical Parameters
Radiomics at a Glance: a Few Lessons Learned from Learning Approaches