Prediction of recurrence after surgery in colorectal cancer patients using radiomics from diagnostic contrast-enhanced computed tomography: a two-center study

Deep Learning Features Improve the Performance of a Radiomics Signature for Predicting KRAS Status in Patients with Colorectal Cancer

(2020) Xiaomei Wu et al.   ACADEMIC RADIOLOGY

Radiomics Response Signature for Identification of Metastatic Colorectal Cancer Sensitive to Therapies Targeting EGFR Pathway

(2020) Laurent Dercle et al.   JNCI-Journal of the National Cancer Institute

Radiomic Features of Primary Rectal Cancers on Baseline T2 -Weighted MRI Are Associated With Pathologic Complete Response to Neoadjuvant Chemoradiation: A Multisite Study

(2020) Jacob T. Antunes et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

A study of radiomics parameters from dual-energy computed tomography images for lymph node metastasis evaluation in colorectal mucinous adenocarcinoma

(2020) Yingying Liu et al.   MEDICINE

Development and validation of a radiomics model based on T2WI images for preoperative prediction of microsatellite instability status in rectal cancer

(2020) Zixing Huang et al.   MEDICINE

Neoadjuvant immunotherapy leads to pathological responses in MMR-proficient and MMR-deficient early-stage colon cancers

(2020) Myriam Chalabi et al.   NATURE MEDICINE

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

(2020) Alex Zwanenburg et al.   RADIOLOGY

Clinical utility of radiomics at baseline rectal MRI to predict complete response of rectal cancer after chemoradiation therapy

(2020) Iva Petkovska et al.   Abdominal Radiology

Radiomics Approach Outperforms Diameter Criteria for Predicting Pathological Lateral Lymph Node Metastasis After Neoadjuvant (Chemo)Radiotherapy in Advanced Low Rectal Cancer

(2020) Ryota Nakanishi et al.   ANNALS OF SURGICAL ONCOLOGY

Performance comparison of modified ComBat for harmonization of radiomic features for multicenter studies

(2020) R. Da-ano et al.   Scientific Reports

Machine learning-based analysis of CT radiomics model for prediction of colorectal metachronous liver metastases

(2020) Marjaneh Taghavi et al.   Abdominal Radiology

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

(2020) Charlems Alvarez-Jimenez et al.   Cancers

Early evaluation using a radiomic signature of unresectable hepatic metastases to predict outcome in patients with colorectal cancer treated with FOLFIRI and bevacizumab

(2019) Anthony Dohan et al.   GUT

Radiogenomics-based cancer prognosis in colorectal cancer

(2019) Bogdan Badic et al.   Scientific Reports

Radiomics-based prediction of microsatellite instability in colorectal cancer at initial computed tomography evaluation

(2019) Jennifer S. Golia Pernicka et al.   Abdominal Radiology

Tumor Deposits in Stage III Colon Cancer

(2019) Victor E. Pricolo et al.   AMERICAN JOURNAL OF CLINICAL ONCOLOGY-CANCER CLINICAL TRIALS

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

A clinical-radiomics nomogram for the preoperative prediction of lung metastasis in colorectal cancer patients with indeterminate pulmonary nodules

(2018) TingDan Hu et al.   EUROPEAN RADIOLOGY

3 versus 6 months of adjuvant oxaliplatin-fluoropyrimidine combination therapy for colorectal cancer (SCOT): an international, randomised, phase 3, non-inferiority trial

(2018) Timothy J Iveson et al.   LANCET ONCOLOGY

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

(2018) Bogdan Badic et al.   ACADEMIC RADIOLOGY

Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

(2018) Freddie Bray et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration

(2015) Karel G.M. Moons et al.   ANNALS OF INTERNAL MEDICINE

Robust Radiomics Feature Quantification Using Semiautomatic Volumetric Segmentation

(2014) Chintan Parmar et al.   PLoS One

Assessment of tumor heterogeneity by CT texture analysis: Can the largest cross-sectional area be used as an alternative to whole tumor analysis?

(2012) Francesca Ng et al.   EUROPEAN JOURNAL OF RADIOLOGY

Feasibility of preoperative chemotherapy for locally advanced, operable colon cancer: the pilot phase of a randomised controlled trial

(2012) FOxTROT Collaborative Group   LANCET ONCOLOGY

Radiogenomics: Creating a link between molecular diagnostics and diagnostic imaging

(2009) Aaron M. Rutman et al.   EUROPEAN JOURNAL OF RADIOLOGY

Colorectal Cancer: Texture Analysis of Portal Phase Hepatic CT Images as a Potential Marker of Survival

(2009) Kenneth A. Miles et al.   RADIOLOGY