Deep Learning vs. Radiomics for Predicting Axillary Lymph Node Metastasis of Breast Cancer Using Ultrasound Images: Don't Forget the Peritumoral Region-Reference-Cited by-同舟云学术

Deep Learning vs. Radiomics for Predicting Axillary Lymph Node Metastasis of Breast Cancer Using Ultrasound Images: Don't Forget the Peritumoral Region

Published:2020-01-31 Issue: Volume:10 Page:
ISSN:2234-943X
Container-title:Frontiers in Oncology
language:
Short-container-title:Front. Oncol.

Author:

Sun Qiuchang,Lin Xiaona,Zhao Yuanshen,Li Ling,Yan Kai,Liang Dong,Sun Desheng,Li Zhi-Cheng

Funder

National Natural Science Foundation of China

Publisher

Frontiers Media SA

Subject

Cancer Research,Oncology

Reference47 articles.

1. Cancer statistics, 2018;Segal;CA Cancer J Clin,2018

2. Breast cancer—major changes in the American Joint Committee on Cancer eighth edition cancer staging manual;Giuliano;Cancer J Clin,2017

3. Axillary dissection vs. no axillary dissection in women with invasive breast cancer and sentinel node metastasis: a randomized clinical trial;Giuliano;JAMA,2011

4. Sentinel lymph node biopsy for patients with early-stage breast cancer: American Society of Clinical Oncology clinical practice guideline update;Lyman;J Clin Oncol,2014

5. Surgical complications associated with sentinel lymph node dissection (SLND) plus axillary lymph node dissection compared with SLND alone in the American College of Surgeons Oncology Group Trial Z0011;Lucci;J Clin Oncol,2007

Cited by 174 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Prediction of axillary lymph node metastasis using a magnetic resonance imaging radiomics model of invasive breast cancer primary tumor;Cancer Imaging;2024-09-13

2. Using multimodal ultrasound including full-time-series contrast-enhanced ultrasound cines for identifying the nature of thyroid nodules;Frontiers in Oncology;2024-08-29

3. Beyond hand-crafted features for pretherapeutic molecular status identification of pediatric low-grade gliomas;Scientific Reports;2024-08-17

4. Radiomics analysis combining gray-scale ultrasound and mammography for differentiating breast adenosis from invasive ductal carcinoma;Frontiers in Oncology;2024-07-09

5. Applications of machine learning to MR imaging of pediatric low-grade gliomas;Child's Nervous System;2024-07-08