Related references
Note: Only part of the references are listed.Early evaluation using a radiomic signature of unresectable hepatic metastases to predict outcome in patients with colorectal cancer treated with FOLFIRI and bevacizumab
Anthony Dohan et al.
GUT (2020)
Colorectal cancer statistics, 2020
Rebecca L. Siegel et al.
CA-A CANCER JOURNAL FOR CLINICIANS (2020)
Development and validation of a MRI-based radiomics signature for prediction of KRAS mutation in rectal cancer
Yanfen Cui et al.
EUROPEAN RADIOLOGY (2020)
A clinical-radiomic model for improved prognostication of surgical candidates with colorectal liver metastases
Joshua Shur et al.
JOURNAL OF SURGICAL ONCOLOGY (2020)
Radiomics Response Signature for Identification of Metastatic Colorectal Cancer Sensitive to Therapies Targeting EGFR Pathway
Laurent Dercle et al.
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE (2020)
Image segmentation evaluation: a survey of methods
Zhaobin Wang et al.
ARTIFICIAL INTELLIGENCE REVIEW (2020)
Prostate MRI radiomics: A systematic review and radiomic quality score assessment
Arnaldo Stanzione et al.
EUROPEAN JOURNAL OF RADIOLOGY (2020)
The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping
Alex Zwanenburg et al.
RADIOLOGY (2020)
Radiomic Features of Primary Rectal Cancers on Baseline T2-Weighted MRI Are Associated With Pathologic Complete Response to Neoadjuvant Chemoradiation: A Multisite Study
Jacob T. Antunes et al.
JOURNAL OF MAGNETIC RESONANCE IMAGING (2020)
Noninvasive KRAS mutation estimation in colorectal cancer using a deep learning method based on CT imaging
Kan He et al.
BMC MEDICAL IMAGING (2020)
A study of radiomics parameters from dual-energy computed tomography images for lymph node metastasis evaluation in colorectal mucinous adenocarcinoma
Yingying Liu et al.
MEDICINE (2020)
Development and validation of a radiomics model based on T2WI images for preoperative prediction of microsatellite instability status in rectal cancer Study Protocol Clinical Trial (SPIRIT Compliant)
Zixing Huang et al.
MEDICINE (2020)
Clinical utility of radiomics at baseline rectal MRI to predict complete response of rectal cancer after chemoradiation therapy
Iva Petkovska et al.
ABDOMINAL RADIOLOGY (2020)
Radiomics Approach Outperforms Diameter Criteria for Predicting Pathological Lateral Lymph Node Metastasis After Neoadjuvant (Chemo)Radiotherapy in Advanced Low Rectal Cancer
Ryota Nakanishi et al.
ANNALS OF SURGICAL ONCOLOGY (2020)
Radiomic Texture and Shape Descriptors of the Rectal Environment on Post-Chemoradiation T2-Weighted MRI are Associated with Pathologic Tumor Stage Regression in Rectal Cancers: A Retrospective, Multi-Institution Study
Charlems Alvarez-Jimenez et al.
CANCERS (2020)
Analysis of the molecular nature associated with microsatellite status in colon cancer identifies clinical implications for immunotherapy
Xuanwen Bao et al.
JOURNAL FOR IMMUNOTHERAPY OF CANCER (2020)
A Novel Model Based on CXCL8-Derived Radiomics for Prognosis Prediction in Colorectal Cancer
Yanpeng Chu et al.
FRONTIERS IN ONCOLOGY (2020)
Transcriptomic and proteomic intra-tumor heterogeneity of colorectal cancer varies depending on tumor location within the colorectum
Sigrid Salling arnadottir et al.
PLOS ONE (2020)
Comprehensive review of targeted therapy for colorectal cancer
Yuan-Hong Xie et al.
SIGNAL TRANSDUCTION AND TARGETED THERAPY (2020)
The Prognostic Value of 18F-FDG PET/CT and KRAS Mutation in Colorectal Cancers
Esra Arslan et al.
MOLECULAR IMAGING AND RADIONUCLIDE THERAPY (2020)
A clinical-radiomics nomogram for the preoperative prediction of lung metastasis in colorectal cancer patients with indeterminate pulmonary nodules
TingDan Hu et al.
EUROPEAN RADIOLOGY (2019)
Potential Complementary Value of Noncontrast and Contrast Enhanced CT Radiomics in Colorectal Cancers
Bogdan Badic et al.
ACADEMIC RADIOLOGY (2019)
A Genomic Analysis Workflow for Colorectal Cancer Precision Oncology
Giorgio Corti et al.
CLINICAL COLORECTAL CANCER (2019)
Association between oncogenic RAS mutation and radiologic-pathologic findings in patients with primary rectal cancer
Sung Jae Jo et al.
QUANTITATIVE IMAGING IN MEDICINE AND SURGERY (2019)
Radiogenomics of rectal adenocarcinoma in the era of precision medicine: A pilot study of associations between qualitative and quantitative MRI imaging features and genetic mutations
Natally Horvat et al.
EUROPEAN JOURNAL OF RADIOLOGY (2019)
Novel imaging techniques of rectal cancer: what do radiomics and radiogenomics have to offer? A literature review
Natally Horvat et al.
ABDOMINAL RADIOLOGY (2019)
Comprehensive Genomic Landscapes in Early and Later Onset Colorectal Cancer
Christopher H. Lieu et al.
CLINICAL CANCER RESEARCH (2019)
Radiogenomics-based cancer prognosis in colorectal cancer
Bogdan Badic et al.
SCIENTIFIC REPORTS (2019)
Radiomics-based prediction of microsatellite instability in colorectal cancer at initial computed tomography evaluation
Jennifer S. Golia Pernicka et al.
ABDOMINAL RADIOLOGY (2019)
Automated Segmentation of Tissues Using CT and MRI: A Systematic Review
Leon Lenchik et al.
ACADEMIC RADIOLOGY (2019)
CT texture analysis for the prediction of KRAS mutation status in colorectal cancer via a machine learning approach
Narumi Taguchi et al.
EUROPEAN JOURNAL OF RADIOLOGY (2019)
Characterizing MRI features of rectal cancers with different KRAS status
Yanyan Xu et al.
BMC CANCER (2019)
Relationship between KRAS mutations and dual time point 18F-FDG PET/CT imaging in colorectal liver metastases
Wujian Mao et al.
ABDOMINAL RADIOLOGY (2019)
Radiomics Analysis of Iodine-Based Material Decomposition Images With Dual-Energy Computed Tomography Imaging for Preoperatively Predicting Microsatellite Instability Status in Colorectal Cancer
Jingjun Wu et al.
FRONTIERS IN ONCOLOGY (2019)
Preoperative radiomic signature based on multiparametric magnetic resonance imaging for noninvasive evaluation of biological characteristics in rectal cancer
Xiaochun Meng et al.
EUROPEAN RADIOLOGY (2019)
Diffusion kurtosis imaging-derived histogram metrics for prediction of KRAS mutation in rectal adenocarcinoma: Preliminary findings
Yanfen Cui et al.
JOURNAL OF MAGNETIC RESONANCE IMAGING (2019)
Multicenter CT phantoms public dataset for radiomics reproducibility tests
Petros Kalendralis et al.
MEDICAL PHYSICS (2019)
Computed Tomography-Based Radiomic Features Could Potentially Predict Microsatellite Instability Status in Stage II Colorectal Cancer: A Preliminary Study
Shuxuan Fan et al.
ACADEMIC RADIOLOGY (2019)
Deep learning and radiomics in precision medicine
Vishwa S. Parekh et al.
EXPERT REVIEW OF PRECISION MEDICINE AND DRUG DEVELOPMENT (2019)
Epidemiology of colorectal cancer: incidence, mortality, survival, and risk factors
Prashanth Rawla et al.
GASTROENTEROLOGY REVIEW-PRZEGLAD GASTROENTEROLOGICZNY (2019)
The Applications of Radiomics in Precision Diagnosis and Treatment of Oncology: Opportunities and Challenges
Zhenyu Liu et al.
THERANOSTICS (2019)
Dependency of a validated radiomics signature on tumor volume and potential corrections
Martin Vallieres et al.
JOURNAL OF NUCLEAR MEDICINE (2018)
Tumour heterogeneity and resistance to cancer therapies
Ibiayi Dagogo-Jack et al.
NATURE REVIEWS CLINICAL ONCOLOGY (2018)
Individualized prediction of perineural invasion in colorectal cancer: development and validation of a radiomics prediction model
Yanqi Huang et al.
CHINESE JOURNAL OF CANCER RESEARCH (2018)
Kidney segmentation in ultrasound, magnetic resonance and computed tomography images: A systematic review
Helena R. Torres et al.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2018)
CT texture analysis in colorectal liver metastases and the surrounding liver parenchyma and its potential as an imaging biomarker of disease aggressiveness, response and survival
R. C. J. Beckers et al.
EUROPEAN JOURNAL OF RADIOLOGY (2018)
Can CT-based radiomics signature predict KRAS/NRAS/BRAF mutations in colorectal cancer?
Lei Yang et al.
EUROPEAN RADIOLOGY (2018)
Could IVIM and ADC help in predicting the KRAS status in patients with rectal cancer?
Yanyan Xu et al.
EUROPEAN RADIOLOGY (2018)
Repeatability and Reproducibility of Radiomic Features: A Systematic Review
Alberto Traverso et al.
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS (2018)
Tumor Heterogeneity in Colorectal Cancer: What Do We Know So Far?
Xavier Sagaert et al.
PATHOBIOLOGY (2018)
Radiomics of CT Features May Be Nonreproducible and Redundant: Influence of CT Acquisition Parameters
Roberto Berenguer et al.
RADIOLOGY (2018)
Tracking tumor biology with radiomics: A systematic review utilizing a radiomics quality score
Sebastian Sanduleanu et al.
RADIOTHERAPY AND ONCOLOGY (2018)
Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries
Freddie Bray et al.
CA-A CANCER JOURNAL FOR CLINICIANS (2018)
Radiomics and liquid biopsy in oncology: the holons of systems medicine
Emanuele Neri et al.
INSIGHTS INTO IMAGING (2018)
Characterization of PET/CT images using texture analysis: the past, the presenta... any future?
Mathieu Hatt et al.
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING (2017)
Multiregion ultra-deep sequencing reveals early intermixing and variable levels of intratumoral heterogeneity in colorectal cancer
Yuka Suzuki et al.
MOLECULAR ONCOLOGY (2017)
The clinical impact of tumour-infiltrating lymphocytes in colorectal cancer differs by anatomical subsite: A cohort study
Jonna Berntsson et al.
INTERNATIONAL JOURNAL OF CANCER (2017)
Radiomics: the bridge between medical imaging and personalized medicine
Philippe Lambin et al.
NATURE REVIEWS CLINICAL ONCOLOGY (2017)
Diagnostic value of inflammatory cell infiltrates, tumor stroma percentage and disease-free survival in patients with colorectal cancer
Katarzyna Jakubowska et al.
ONCOLOGY LETTERS (2017)
How Should Imaging Direct/Orient Management of Rectal Cancer?
Jemma Bhoday et al.
CLINICS IN COLON AND RECTAL SURGERY (2017)
Technical Challenges in the Clinical Application of Radiomics
Faiq A. Shaikh et al.
JCO CLINICAL CANCER INFORMATICS (2017)
Multiregion whole-exome sequencing of matched primary and metastatic tumors revealed genomic heterogeneity and suggested polyclonal seeding in colorectal cancer metastasis
Q. Wei et al.
ANNALS OF ONCOLOGY (2017)
Computed Tomography Image Texture: A Noninvasive Prognostic Marker of Hepatic Recurrence After Hepatectomy for Metastatic Colorectal Cancer
Amber L. Simpson et al.
ANNALS OF SURGICAL ONCOLOGY (2017)
ESMO consensus guidelines for the management of patients with metastatic colorectal cancer
E. Van Cutsem et al.
ANNALS OF ONCOLOGY (2016)
Prediction of KRAS Mutation in Rectal Cancer Using MRI
Yu Ri Shin et al.
ANTICANCER RESEARCH (2016)
Development and Validation of a Radiomics Nomogram for Preoperative Prediction of Lymph Node Metastasis in Colorectal Cancer
Yan-qi Huang et al.
JOURNAL OF CLINICAL ONCOLOGY (2016)
Relationship Between 18F-Fluorodeoxyglucose Uptake and V-Ki-Ras2 Kirsten Rat Sarcoma Viral Oncogene Homolog Mutation in Colorectal Cancer Patients Variability Depending on C-Reactive Protein Level
Jae-Hoon Lee et al.
MEDICINE (2016)
The development and validation of a CT-based radiomics signature for the preoperative discrimination of stage I-II and stage III-IV colorectal cancer
Cuishan Liang et al.
ONCOTARGET (2016)
Colorectal cancer carcinogenesis: a review of mechanisms
Kanwal Tariq et al.
CANCER BIOLOGY & MEDICINE (2016)
Test-Retest Data for Radiomics Feature Stability Analysis: Generalizable or Study-Specific?
Janna E. van Timmeren et al.
TOMOGRAPHY (2016)
CT textural analysis of hepatic metastatic colorectal cancer: pre-treatment tumor heterogeneity correlates with pathology and clinical outcomes
Meghan G. Lubner et al.
ABDOMINAL IMAGING (2015)
CXCL8, overexpressed in colorectal cancer, enhances the resistance of colorectal cancer cells to anoikis
You-Chuan Xiao et al.
CANCER LETTERS (2015)
Genetic Alterations in Colorectal Cancer Have Different Patterns on 18F-FDG PET/CT
Shang-Wen Chen et al.
CLINICAL NUCLEAR MEDICINE (2015)
Relationship Between 18F-FDG PET/CT Scans and KRAS Mutations in Metastatic Colorectal Cancer
Kenji Kawada et al.
JOURNAL OF NUCLEAR MEDICINE (2015)
The consensus molecular subtypes of colorectal cancer
Justin Guinney et al.
NATURE MEDICINE (2015)
Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement
Gary S. Collins et al.
BMJ-BRITISH MEDICAL JOURNAL (2015)
Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement
Gary S. Collins et al.
BMJ-BRITISH MEDICAL JOURNAL (2015)
Concordant analysis of KRAS, BRAF, PIK3CA mutations, and PTEN expression between primary colorectal cancer and matched metastases
Chen Mao et al.
SCIENTIFIC REPORTS (2015)
Prognostic value of CpG island methylator phenotype among colorectal cancer patients: a systematic review and meta-analysis
Y. Y. Juo et al.
ANNALS OF ONCOLOGY (2014)
Multifunctional Imaging Signature for V-KI-RAS2 Kirsten Rat Sarcoma Viral Oncogene Homo log (KRAS) Mutations in Colorectal Cancer
Kenneth A. Miles et al.
JOURNAL OF NUCLEAR MEDICINE (2014)
Robust Radiomics Feature Quantification Using Semiautomatic Volumetric Segmentation
Chintan Parmar et al.
PLOS ONE (2014)
Correlations of Dynamic Contrast-Enhanced Magnetic Resonance Imaging with Morphologic, Angiogenic, and Molecular Prognostic Factors in Rectal Cancer
Hye-Suk Hong et al.
YONSEI MEDICAL JOURNAL (2013)
Concordant KRAS Mutations in Primary and Metastatic Colorectal Cancer Tissue Specimens: A Meta-Analysis and Systematic Review
Cheng-Bo Han et al.
CANCER INVESTIGATION (2012)
Relationship between 18F-Fluorodeoxyglucose Accumulation and KRAS/BRAF Mutations in Colorectal Cancer
Kenji Kawada et al.
CLINICAL CANCER RESEARCH (2012)
Regression shrinkage and selection via the lasso: a retrospective
Robert Tibshirani
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2011)
Primary Prevention of Colorectal Cancer
Andrew T. Chan et al.
GASTROENTEROLOGY (2010)
The Chromosomal Instability Pathway in Colon Cancer
Maria S. Pino et al.
GASTROENTEROLOGY (2010)
Oncogenic mutations as predictive factors in colorectal cancer
A. Lievre et al.
ONCOGENE (2010)
Identifying and Avoiding Bias in Research
Christopher J. Pannucci et al.
PLASTIC AND RECONSTRUCTIVE SURGERY (2010)
Automated medical image segmentation techniques
Neeraj Sharma et al.
JOURNAL OF MEDICAL PHYSICS (2010)
Association between chromosomal instability and prognosis in colorectal cancer: a meta-analysis
A. Walther et al.
GUT (2008)
The future of the TNM staging system in colorectal cancer: time for a debate?
Philip Quirke et al.
LANCET ONCOLOGY (2007)
The multifaceted mismatch-repair system
J Jiricny
NATURE REVIEWS MOLECULAR CELL BIOLOGY (2006)
KRAS mutation status is predictive of response to cetuximab therapy in colorectal cancer
A Lièvre et al.
CANCER RESEARCH (2006)
Clinicopathologic features in colorectal cancer patients with microsatellite instability
CP Raut et al.
MUTATION RESEARCH-FUNDAMENTAL AND MOLECULAR MECHANISMS OF MUTAGENESIS (2004)
External validation is necessary in, prediction research: A clinical example
SE Bleeker et al.
JOURNAL OF CLINICAL EPIDEMIOLOGY (2003)
The genetic basis of colorectal cancer: Insights into critical pathways of tumorigenesis
DC Chung
GASTROENTEROLOGY (2000)
Share Paper
