Deep learning‐assisted magnetic resonance imaging prediction of tumor response to chemotherapy in patients with colorectal liver metastases

Functional parameters derived from magnetic resonance imaging reflect vascular morphology in preclinical tumors and in human liver metastases

(2018) Pavitra Kannan et al.   CLINICAL CANCER RESEARCH

Mask R-CNN

(2018) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Predicting chemotherapeutic response for colorectal liver metastases using relative tumor enhancement of gadoxetic acid disodium-enhanced magnetic resonance imaging

(2018) Shinichi Murata et al.   Abdominal Radiology

MR texture analysis: potential imaging biomarker for predicting the chemotherapeutic response of patients with colorectal liver metastases

(2018) Huan Zhang et al.   Abdominal Radiology

3T diffusion-weighted MRI in the response assessment of colorectal liver metastases after chemotherapy: Correlation between ADC value and histological tumour regression grading

(2017) Francescamaria Donati et al.   EUROPEAN JOURNAL OF RADIOLOGY

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Diffusion-Related MRI Parameters for Assessing Early Treatment Response of Liver Metastases to Cytotoxic Therapy in Colorectal Cancer

(2016) Jung Hoon Kim et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Cancer statistics in China, 2015

(2016) Wanqing Chen et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Epidemiological Trends in Colorectal Cancer in China: An Ecological Study

(2016) Jinzhou Zhu et al.   DIGESTIVE DISEASES AND SCIENCES

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Early Recurrence After Hepatectomy for Colorectal Liver Metastases: What Optimal Definition and What Predictive Factors?

(2016) Katsunori Imai et al.   ONCOLOGIST

Assessment of the residual tumour of colorectal liver metastases after chemotherapy: diffusion-weighted MR magnetic resonance imaging in the peripheral and entire tumour

(2015) Mathilde Wagner et al.   EUROPEAN RADIOLOGY

Potential of MR histogram analyses for prediction of response to chemotherapy in patients with colorectal hepatic metastases

(2015) He-Yue Liang et al.   EUROPEAN RADIOLOGY

Radiological heterogeneity in response to chemotherapy is associated with poor survival in patients with colorectal liver metastases

(2013) C.S. van Kessel et al.   EUROPEAN JOURNAL OF CANCER

Split dynamic MRI: Single bolus high spatial-temporal resolution and multi contrast evaluation of breast lesions

(2013) Endre Grøvik et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Perioperative FOLFOX4 chemotherapy and surgery versus surgery alone for resectable liver metastases from colorectal cancer (EORTC 40983): long-term results of a randomised, controlled, phase 3 trial

(2013) Bernard Nordlinger et al.   LANCET ONCOLOGY

Prediction and monitoring of treatment effect using T1-weighted dynamic contrast-enhanced magnetic resonance imaging in colorectal liver metastases: Potential of whole tumour ROI and selective ROI analysis

(2012) Kenneth Coenegrachts et al.   EUROPEAN JOURNAL OF RADIOLOGY

Optimal Morphologic Response to Preoperative Chemotherapy: An Alternate Outcome End Point Before Resection of Hepatic Colorectal Metastases

(2012) Junichi Shindoh et al.   JOURNAL OF CLINICAL ONCOLOGY

Association of Computed Tomography Morphologic Criteria With Pathologic Response and Survival in Patients Treated With Bevacizumab for Colorectal Liver Metastases

(2009) Yun Shin Chun   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

New response evaluation criteria in solid tumours: Revised RECIST guideline (version 1.1)

(2008) E.A. Eisenhauer et al.   EUROPEAN JOURNAL OF CANCER