Deep learning radiomics can predict axillary lymph node status in early-stage breast cancer
Published 2020 View Full Article
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Title
Deep learning radiomics can predict axillary lymph node status in early-stage breast cancer
Authors
Keywords
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Journal
Nature Communications
Volume 11, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2020-03-06
DOI
10.1038/s41467-020-15027-z
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Note: Only part of the references are listed.- Multi-Channel 3D Deep Feature Learning for Survival Time Prediction of Brain Tumor Patients Using Multi-Modal Neuroimages
- (2019) Dong Nie et al. Scientific Reports
- Predicting non‐sentinel lymph node metastasis in Australian breast cancer patients: are the nomograms still useful in the post‐Z0011 era?
- (2019) Grace Tapia et al. ANZ JOURNAL OF SURGERY
- Evaluation of axillary lymph node metastasis burden by preoperative ultrasound in early-stage breast cancer with needle biopsy-proven metastasis
- (2019) X. Wang et al. Clinical & Translational Oncology
- Radiomics Approach to Prediction of Occult Mediastinal Lymph Node Metastasis of Lung Adenocarcinoma
- (2018) Yan Zhong et al. AMERICAN JOURNAL OF ROENTGENOLOGY
- Cancer statistics, 2018
- (2018) Rebecca L. Siegel et al. CA-A CANCER JOURNAL FOR CLINICIANS
- Preoperative predictors of high and low axillary nodal burden in Z0011 eligible breast cancer patients with a positive lymph node needle biopsy result
- (2018) Geok Hoon Lim et al. EJSO
- Deep learning Radiomics of shear wave elastography significantly improved diagnostic performance for assessing liver fibrosis in chronic hepatitis B: a prospective multicentre study
- (2018) Kun Wang et al. GUT
- Fusing texture, shape and deep model-learned information at decision level for automated classification of lung nodules on chest CT
- (2018) Yutong Xie et al. Information Fusion
- Precision Medicine and Radiogenomics in Breast Cancer: New Approaches toward Diagnosis and Treatment
- (2018) Katja Pinker et al. RADIOLOGY
- Preoperative Axillary US in Early-Stage Breast Cancer: Potential to Prevent Unnecessary Axillary Lymph Node Dissection
- (2018) Ga Ram Kim et al. RADIOLOGY
- Predicting Malignancy in Thyroid Nodules: Radiomics Score versus 2017 American College of Radiology (ACR) Thyroid Imaging, Reporting and Data System (TI-RADS)
- (2018) Jin-yu Liang et al. THYROID
- Pre-operative Conventional Ultrasound and Sonoelastography Evaluation for Predicting Axillary Lymph Node Metastasis in Patients with Malignant Breast Lesions
- (2018) Qing Zhao et al. ULTRASOUND IN MEDICINE AND BIOLOGY
- Development and Validation of an MRI-Based Radiomics Signature for the Preoperative Prediction of Lymph Node Metastasis in Bladder Cancer
- (2018) Shaoxu Wu et al. EBioMedicine
- Preoperative prediction of sentinel lymph node metastasis in breast cancer based on radiomics of T2-weighted fat-suppression and diffusion-weighted MRI
- (2017) Yuhao Dong et al. EUROPEAN RADIOLOGY
- 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
- 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
- Pre-Operative Evaluation of Axillary Lymph Node Status in Patients with Suspected Breast Cancer Using Shear Wave Elastography
- (2017) Ji Hyun Youk et al. ULTRASOUND IN MEDICINE AND BIOLOGY
- Deep Learning based Radiomics (DLR) and its usage in noninvasive IDH1 prediction for low grade glioma
- (2017) Zeju Li et al. Scientific Reports
- Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
- (2016) Hoo-Chang Shin et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- 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
- Radiomics: Images Are More than Pictures, They Are Data
- (2016) Robert J. Gillies et al. RADIOLOGY
- Role of patient and tumor characteristics in sentinel lymph node metastasis in patients with luminal early breast cancer: an observational study
- (2016) Nicla La Verde et al. SpringerPlus
- The Z0011 Trial: Is this the end of axillary ultrasound in the pre-operative assessment of breast cancer patients?
- (2015) T. P. J. Farrell et al. EUROPEAN RADIOLOGY
- Ex Vivo Assessment of Sentinel Lymph Nodes in Breast Cancer Using Shear Wave Elastography
- (2015) Fahrettin Kilic et al. JOURNAL OF ULTRASOUND IN MEDICINE
- WFUMB Guidelines and Recommendations for Clinical Use of Ultrasound Elastography: Part 1: Basic Principles and Terminology
- (2015) Tsuyoshi Shiina et al. ULTRASOUND IN MEDICINE AND BIOLOGY
- Prognostic Value of Extracapsular Invasion of Axillary Lymph Nodes Combined with Peritumoral Vascular Invasion in Patients with Breast Cancer
- (2014) Reina Yajima et al. ANNALS OF SURGICAL ONCOLOGY
- Novel techniques for sentinel lymph node biopsy in breast cancer: a systematic review
- (2014) Muneer Ahmed et al. LANCET ONCOLOGY
- Does shear wave ultrasound independently predict axillary lymph node metastasis in women with invasive breast cancer?
- (2013) Andrew Evans et al. BREAST CANCER RESEARCH AND TREATMENT
- Axillary Staging of Breast Cancer: What the Radiologist Should Know
- (2013) Jacob S. Ecanow et al. RADIOGRAPHICS
- Shear-wave Elastography Improves the Specificity of Breast US: The BE1 Multinational Study of 939 Masses
- (2012) Wendie A. Berg et al. RADIOLOGY
- The False-Negative Rate of Sentinel Node Biopsy in Patients with Breast Cancer: A Meta-Analysis
- (2012) Sarah Pesek et al. WORLD JOURNAL OF SURGERY
- LIBSVM
- (2012) Chih-Chung Chang et al. ACM Transactions on Intelligent Systems and Technology
- Axillary Dissection vs No Axillary Dissection in Women With Invasive Breast Cancer and Sentinel Node Metastasis
- (2011) Armando E. Giuliano JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Accuracy of Axillary Ultrasound in the Diagnosis of Nodal Metastasis in Invasive Breast Cancer: A Review
- (2011) Jonathan Cools-Lartigue et al. WORLD JOURNAL OF SURGERY
- Cost Modeling of Preoperative Axillary Ultrasound and Fine-Needle Aspiration to Guide Surgery for Invasive Breast Cancer
- (2010) Judy C. Boughey et al. ANNALS OF SURGICAL ONCOLOGY
- Can Preoperative Axillary US Help Exclude N2 and N3 Metastatic Breast Cancer?
- (2010) Colleen H. Neal et al. RADIOLOGY
- Cortical Morphologic Features of Axillary Lymph Nodes as a Predictor of Metastasis in Breast Cancer: In Vitro Sonographic Study
- (2008) Deepak G. Bedi et al. AMERICAN JOURNAL OF ROENTGENOLOGY
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