Magnetic resonance imaging radiomics predicts preoperative axillary lymph node metastasis to support surgical decisions and is associated with tumor microenvironment in invasive breast cancer: A machine learning, multicenter study

Tumor Microenvironment

(2020) Borros Arneth   Medicina-Lithuania

Deep learning radiomics can predict axillary lymph node status in early-stage breast cancer

(2020) Xueyi Zheng et al.   Nature Communications

COX6B2 drives metabolic reprogramming toward oxidative phosphorylation to promote metastasis in pancreatic ductal cancer cells

(2020) Ke Nie et al.   Oncogenesis

Quantifying the Impact of Axillary Surgery and Nodal Irradiation on Breast Cancer–Related Lymphedema and Local Tumor Control: Long-Term Results From a Prospective Screening Trial

(2020) George E. Naoum et al.   JOURNAL OF CLINICAL ONCOLOGY

Diagnostic Performance of Noninvasive Imaging for Assessment of Axillary Response After Neoadjuvant Systemic Therapy in Clinically Node-positive Breast Cancer

(2020) Sanaz Samiei et al.   ANNALS OF SURGERY

Development and Validation of a Preoperative Magnetic Resonance Imaging Radiomics–Based Signature to Predict Axillary Lymph Node Metastasis and Disease-Free Survival in Patients With Early-Stage Breast Cancer

(2020) Yunfang Yu et al.   JAMA Network Open

Radiomic nomogram for prediction of axillary lymph node metastasis in breast cancer

(2019) Lu Han et al.   EUROPEAN RADIOLOGY

Radiomics of multi-parametric MRI for pretreatment prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer: a multicenter study

(2019) Zhenyu Liu et al.   CLINICAL CANCER RESEARCH

Tumor-associated macrophages in tumor metastasis: biological roles and clinical therapeutic applications

(2019) Yuxin Lin et al.   Journal of Hematology & Oncology

Radiomics Analysis of Dynamic Contrast-Enhanced Magnetic Resonance Imaging for the Prediction of Sentinel Lymph Node Metastasis in Breast Cancer

(2019) Jia Liu et al.   Frontiers in Oncology

Eighth Edition of the AJCC Cancer Staging Manual: Breast Cancer

(2018) Armando E. Giuliano et al.   ANNALS OF SURGICAL ONCOLOGY

Radiomics Signature on Magnetic Resonance Imaging: Association with Disease-Free Survival in Patients with Invasive Breast Cancer

(2018) Hyunjin Park et al.   CLINICAL CANCER RESEARCH

A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: an imaging biomarker, retrospective multicohort study

(2018) Roger Sun et al.   LANCET ONCOLOGY

Axillary dissection versus no axillary dissection in patients with breast cancer and sentinel-node micrometastases (IBCSG 23-01): 10-year follow-up of a randomised, controlled phase 3 trial

(2018) Viviana Galimberti et al.   LANCET ONCOLOGY

Cancer-associated fibroblasts as key regulators of the breast cancer tumor microenvironment

(2018) J. M. Houthuijzen et al.   CANCER AND METASTASIS REVIEWS

Effect of Axillary Dissection vs No Axillary Dissection on 10-Year Overall Survival Among Women With Invasive Breast Cancer and Sentinel Node Metastasis

(2017) Armando E. Giuliano et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Myeloid-derived suppressor cells: Important contributors to tumor progression and metastasis

(2017) Elham Safarzadeh et al.   JOURNAL OF CELLULAR PHYSIOLOGY

Sentinel Lymph Node Biopsy for Patients With Early-Stage Breast Cancer: American Society of Clinical Oncology Clinical Practice Guideline Update

(2017) Gary H. Lyman et al.   JOURNAL OF CLINICAL ONCOLOGY

Preoperative MR Imaging in Women with Breast Cancer Detected at Screening US

(2017) Min Sun Bae et al.   RADIOLOGY

Assessing the Clinical Impact of Risk Prediction Models With Decision Curves: Guidance for Correct Interpretation and Appropriate Use

(2016) Kathleen F. Kerr et al.   JOURNAL OF CLINICAL ONCOLOGY

Sensitivity and specificity of mammography and adjunctive ultrasonography to screen for breast cancer in the Japan Strategic Anti-cancer Randomized Trial (J-START): a randomised controlled trial

(2016) Noriaki Ohuchi et al.   LANCET

Robust enumeration of cell subsets from tissue expression profiles

(2015) Aaron M Newman et al.   NATURE METHODS

limma powers differential expression analyses for RNA-sequencing and microarray studies

(2015) Matthew E. Ritchie et al.   NUCLEIC ACIDS RESEARCH

Breast Cancer: Radiogenomic Biomarker Reveals Associations among Dynamic Contrast-enhanced MR Imaging, Long Noncoding RNA, and Metastasis

(2015) Shota Yamamoto et al.   RADIOLOGY

Personalizing the treatment of women with early breast cancer: highlights of the St Gallen International Expert Consensus on the Primary Therapy of Early Breast Cancer 2013

(2013) A. Goldhirsch et al.   ANNALS OF ONCOLOGY

The EANM and SNMMI practice guideline for lymphoscintigraphy and sentinel node localization in breast cancer

(2013) Francesco Giammarile et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

PPP2R2C Loss Promotes Castration-Resistance and Is Associated with Increased Prostate Cancer-Specific Mortality

(2013) Eric G. Bluemn et al.   MOLECULAR CANCER RESEARCH

3D Slicer as an image computing platform for the Quantitative Imaging Network

(2012) Andriy Fedorov et al.   MAGNETIC RESONANCE IMAGING

clusterProfiler: an R Package for Comparing Biological Themes Among Gene Clusters

(2012) Guangchuang Yu et al.   OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY

Prognostic Value of Number of Removed Lymph Nodes, Number of Involved Lymph Nodes, and Lymph Node Ratio in 7502 Breast Cancer Patients Enrolled onto Trials of the Austrian Breast and Colorectal Cancer Study Group (ABCSG)

(2011) Christoph Tausch et al.   ANNALS OF SURGICAL ONCOLOGY