Novel imaging techniques of rectal cancer: what do radiomics and radiogenomics have to offer? A literature review

Assessment of a Watch-and-Wait Strategy for Rectal Cancer in Patients With a Complete Response After Neoadjuvant Therapy

(2019) J. Joshua Smith et al.   JAMA Oncology

CT-based Radiomics Signature to Discriminate High-grade From Low-grade Colorectal Adenocarcinoma

(2018) Xiaomei Huang et al.   ACADEMIC RADIOLOGY

Individualized prediction of perineural invasion in colorectal cancer: development and validation of a radiomics prediction model

(2018) Yanqi Huang et al.   Chinese Journal of Cancer Research

Can CT-based radiomics signature predict KRAS/NRAS/BRAF mutations in colorectal cancer?

(2018) Lei Yang et al.   EUROPEAN RADIOLOGY

Novel radiomic signature as a prognostic biomarker for locally advanced rectal cancer

(2018) Yankai Meng et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Multiparametric radiomics improve prediction of lymph node metastasis of rectal cancer compared with conventional radiomics

(2018) Li-Da Chen et al.   LIFE SCIENCES

MR Imaging of Rectal Cancer: Radiomics Analysis to Assess Treatment Response after Neoadjuvant Therapy

(2018) Natally Horvat et al.   RADIOLOGY

Radiomics of CT Features May Be Nonreproducible and Redundant: Influence of CT Acquisition Parameters

(2018) Roberto Berenguer et al.   RADIOLOGY

MRI texture analysis in predicting treatment response to neoadjuvant chemoradiotherapy in rectal cancer

(2018) Yankai Meng et al.   Oncotarget

Diagnostic accuracy of MRI in assessing tumor regression and identifying complete response in patients with locally advanced rectal cancer after neoadjuvant treatment

(2018) Medhat Aker et al.   Abdominal Radiology

Potential Complementary Value of Noncontrast and Contrast Enhanced CT Radiomics in Colorectal Cancers

(2018) Bogdan Badic et al.   ACADEMIC RADIOLOGY

Radiomics analysis of pre-treatment [18F]FDG PET/CT for patients with metastatic colorectal cancer undergoing palliative systemic treatment

(2018) E. J. van Helden et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Radiomics analysis of multiparametric MRI for prediction of pathological complete response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer

(2018) Yanfen Cui et al.   EUROPEAN RADIOLOGY

Radiomic features of pretreatment MRI could identify T stage in patients with rectal cancer: Preliminary findings

(2018) Yiqun Sun et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Deep Learning and Radiomics predict complete response after neo-adjuvant chemoradiation for locally advanced rectal cancer

(2018) Jean-Emmanuel Bibault et al.   Scientific Reports

Relationship between KRAS mutations and dual time point 18F-FDG PET/CT imaging in colorectal liver metastases

(2018) Wujian Mao et al.   Abdominal Radiology

Preoperative radiomic signature based on multiparametric magnetic resonance imaging for noninvasive evaluation of biological characteristics in rectal cancer

(2018) Xiaochun Meng et al.   EUROPEAN RADIOLOGY

MRI radiomics analysis for predicting preoperative synchronous distant metastasis in patients with rectal cancer

(2018) Huanhuan Liu et al.   EUROPEAN RADIOLOGY

Perinodular and Intranodular Radiomic Features on Lung CT Images Distinguish Adenocarcinomas from Granulomas

(2018) Niha Beig et al.   RADIOLOGY

Magnetic Resonance Texture Analysis in Identifying Complete Pathological Response to Neoadjuvant Treatment in Locally Advanced Rectal Cancer

(2018) Medhat Aker et al.   DISEASES OF THE COLON & RECTUM

FDG PET/CT radiomics for predicting the outcome of locally advanced rectal cancer

(2017) Pierre Lovinfosse et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Background, current role, and potential applications of radiogenomics

(2017) Katja Pinker et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

CT Texture Analysis: Definitions, Applications, Biologic Correlates, and Challenges

(2017) Meghan G. Lubner et al.   RADIOGRAPHICS

Fractal-based radiomic approach to predict complete pathological response after chemo-radiotherapy in rectal cancer

(2017) Davide Cusumano et al.   Radiologia Medica

Primary Rectal Cancer: Repeatability of Global and Local-Regional MR Imaging Texture Features

(2017) Sofia Gourtsoyianni et al.   RADIOLOGY

CT texture analysis in patients with locally advanced rectal cancer treated with neoadjuvant chemoradiotherapy: A potential imaging biomarker for treatment response and prognosis

(2017) Choong Guen Chee et al.   PLoS One

CT Textural Analysis of Large Primary Renal Cell Carcinomas: Pretreatment Tumor Heterogeneity Correlates With Histologic Findings and Clinical Outcomes

(2016) Meghan G. Lubner et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Prediction of KRAS Mutation in Rectal Cancer Using MRI

(2016) YU RI SHIN et al.   ANTICANCER RESEARCH

18F-FDG PET/CT imaging in rectal cancer: relationship with theRASmutational status

(2016) Pierre Lovinfosse et al.   BRITISH JOURNAL OF RADIOLOGY

Large-scale Radiomic Profiling of Recurrent Glioblastoma Identifies an Imaging Predictor for Stratifying Anti-Angiogenic Treatment Response

(2016) P. Kickingereder et al.   CLINICAL CANCER RESEARCH

Rectal Cancer: Assessment of Neoadjuvant Chemoradiation Outcome based on Radiomics of Multiparametric MRI

(2016) K. Nie et al.   CLINICAL CANCER RESEARCH

Development and Validation of a Radiomics Nomogram for Preoperative Prediction of Lymph Node Metastasis in Colorectal Cancer

(2016) Yan-qi Huang et al.   JOURNAL OF CLINICAL ONCOLOGY

Radiomic phenotype features predict pathological response in non-small cell lung cancer

(2016) Thibaud P. Coroller et al.   RADIOTHERAPY AND ONCOLOGY

The development and validation of a CT-based radiomics signature for the preoperative discrimination of stage I-II and stage III-IV colorectal cancer

(2016) Cuishan Liang et al.   Oncotarget

Performance of diffusion-weighted imaging, perfusion imaging, and texture analysis in predicting tumoral response to neoadjuvant chemoradiotherapy in rectal cancer patients studied with 3T MR: initial experience

(2016) Carlo N. De Cecco et al.   Abdominal Radiology

CT textural analysis of hepatic metastatic colorectal cancer: pre-treatment tumor heterogeneity correlates with pathology and clinical outcomes

(2015) Meghan G. Lubner et al.   ABDOMINAL IMAGING

Genetic Alterations in Colorectal Cancer Have Different Patterns on 18F-FDG PET/CT

(2015) Shang-Wen Chen et al.   CLINICAL NUCLEAR MEDICINE

Texture Analysis as Imaging Biomarker of Tumoral Response to Neoadjuvant Chemoradiotherapy in Rectal Cancer Patients Studied with 3-T Magnetic Resonance

(2015) Carlo N. De Cecco et al.   INVESTIGATIVE RADIOLOGY

Relationship Between 18F-FDG PET/CT Scans and KRAS Mutations in Metastatic Colorectal Cancer

(2015) K. Kawada et al.   JOURNAL OF NUCLEAR MEDICINE

Automatic classification of prostate cancer Gleason scores from multiparametric magnetic resonance images

(2015) Duc Fehr et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Correlation Between PET/CT Parameters and KRAS Expression in Colorectal Cancer

(2014) Shang-Wen Chen et al.   CLINICAL NUCLEAR MEDICINE

Multifunctional Imaging Signature for V-KI-RAS2 Kirsten Rat Sarcoma Viral Oncogene Homolog (KRAS) Mutations in Colorectal Cancer

(2014) K. A. Miles et al.   JOURNAL OF NUCLEAR MEDICINE

CT texture analysis using the filtration-histogram method: what do the measurements mean?

(2013) Kenneth A. Miles et al.   CANCER IMAGING

Quantifying tumour heterogeneity with CT

(2013) Balaji Ganeshan et al.   CANCER IMAGING

High Concordance of KRAS Status Between Primary Colorectal Tumors and Related Metastatic Sites: Implications for Clinical Practice

(2008) D. Santini et al.   ONCOLOGIST