Development of a Deep Learning Model to Identify Lymph Node Metastasis on Magnetic Resonance Imaging in Patients With Cervical Cancer

JAMA Network Open ◽

10.1001/jamanetworkopen.2020.11625 ◽

2020 ◽

Vol 3 (7) ◽

pp. e2011625 ◽

Author(s):

Qingxia Wu ◽

Shuo Wang ◽

Shuixing Zhang ◽

Meiyun Wang ◽

Yingying Ding ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Cervical Cancer ◽

Deep Learning ◽

Magnetic Resonance ◽

Lymph Node Metastasis ◽

Learning Model ◽

Resonance Imaging ◽

Node Metastasis ◽

Deep Learning Model

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Deep Learning Improves Diagnostic Performance of Lymph Node Metastasis in Cervical Cancer by Using Magnetic Resonance Imaging

SSRN Electronic Journal ◽

10.2139/ssrn.3514604 ◽

2020 ◽

Author(s):

Qingxia Wu ◽

Shuo Wang ◽

Jin Fang ◽

Qingxia Wu ◽

Wei Qian ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Cervical Cancer ◽

Deep Learning ◽

Magnetic Resonance ◽

Lymph Node Metastasis ◽

Diagnostic Performance ◽

Resonance Imaging ◽

Node Metastasis

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The Role of Multiparametric Magnetic Resonance Imaging in the Study of Primary Tumor and Pelvic Lymph Node Metastasis in Stage IB1–IIA1 Cervical Cancer

Journal of Computer Assisted Tomography ◽

10.1097/rct.0000000000001084 ◽

2020 ◽

Vol 44 (5) ◽

pp. 750-758

Author(s):

Xiaomiao Zhang ◽

Yue Dong ◽

Qingling Song ◽

Yanmei Zhu ◽

Huiting Pang ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Cervical Cancer ◽

Magnetic Resonance ◽

Lymph Node Metastasis ◽

Resonance Imaging ◽

Multiparametric Magnetic Resonance Imaging ◽

Node Metastasis ◽

Pelvic Lymph Node Metastasis

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Preoperative magnetic resonance imaging criteria for predicting lymph node metastasis in patients with stage IB1‐IIA2 cervical cancer

Cancer Medicine ◽

10.1002/cam4.4075 ◽

2021 ◽

Author(s):

Fangjie He ◽

Shuiling Zu ◽

Xia Chen ◽

Jianping Liu ◽

Ying Yi ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Cervical Cancer ◽

Magnetic Resonance ◽

Lymph Node Metastasis ◽

Preoperative Magnetic Resonance Imaging ◽

Resonance Imaging ◽

Node Metastasis ◽

Preoperative Magnetic Resonance

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Radiomics analysis of magnetic resonance imaging improves diagnostic performance of lymph node metastasis in patients with cervical cancer

Radiotherapy and Oncology ◽

10.1016/j.radonc.2019.04.035 ◽

2019 ◽

Vol 138 ◽

pp. 141-148 ◽

Author(s):

Qingxia Wu ◽

Shuo Wang ◽

Xi Chen ◽

Yan Wang ◽

Li Dong ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Cervical Cancer ◽

Magnetic Resonance ◽

Lymph Node Metastasis ◽

Diagnostic Performance ◽

Resonance Imaging ◽

Node Metastasis

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Diagnostic value of lymph node metastasis by diffusion-weighted magnetic resonance imaging in cervical cancer

Journal of Cancer Research and Therapeutics ◽

10.4103/0973-1482.148726 ◽

2016 ◽

Vol 12 (1) ◽

pp. 77 ◽

Author(s):

Li-Na Wei ◽

Xiang-Qin He

Keyword(s):

Magnetic Resonance Imaging ◽

Cervical Cancer ◽

Magnetic Resonance ◽

Lymph Node Metastasis ◽

Diagnostic Value ◽

Resonance Imaging ◽

Node Metastasis ◽

Diffusion Weighted ◽

Weighted Magnetic Resonance Imaging

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Lymph node metastasis in head and neck squamous carcinoma: Efficacy of intravoxel incoherent motion magnetic resonance imaging for the differential diagnosis

European Journal of Radiology ◽

10.1016/j.ejrad.2017.02.039 ◽

2017 ◽

Vol 90 ◽

pp. 159-165 ◽

Author(s):

Long Liang ◽

Xiaoning Luo ◽

Zhouyang Lian ◽

Wenbo Chen ◽

Bin Zhang ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Differential Diagnosis ◽

Magnetic Resonance ◽

Lymph Node Metastasis ◽

Head And Neck ◽

Squamous Carcinoma ◽

Intravoxel Incoherent Motion ◽

Resonance Imaging ◽

Node Metastasis

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A magnetic resonance imaging (MRI)-based nomogram for predicting lymph node metastasis in rectal cancer: a node-for-node comparative study of MRI and histopathology

Quantitative Imaging in Medicine and Surgery ◽

10.21037/qims-20-1049 ◽

2021 ◽

Vol 11 (6) ◽

pp. 2586-2597

Author(s):

Yuan Liu ◽

Lijuan Wan ◽

Wenjing Peng ◽

Shuangmei Zou ◽

Zhaoxu Zheng ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Rectal Cancer ◽

Magnetic Resonance ◽

Lymph Node Metastasis ◽

Comparative Study ◽

Resonance Imaging ◽

Node Metastasis ◽

Magnetic Resonance Imaging Mri

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Role of magnetic resonance imaging in the diagnosis of cervical lymph node metastasis with unknown primary

Journal of Oral and Maxillofacial Radiology ◽

10.4103/2321-3841.170620 ◽

2015 ◽

Vol 3 (3) ◽

pp. 97

Author(s):

VarshaB Aher ◽

SwapnaliY Chaudhary ◽

RajendraS Birangane

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Lymph Node Metastasis ◽

Cervical Lymph Node ◽

Cervical Lymph Node Metastasis ◽

Unknown Primary ◽

Resonance Imaging ◽

Node Metastasis

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Evaluation of Lymph Node Metastasis in Advanced Gastric Cancer Using Magnetic Resonance Imaging-Based Radiomics

Frontiers in Oncology ◽

10.3389/fonc.2019.01265 ◽

2019 ◽

Vol 9 ◽

Author(s):

Wujie Chen ◽

Siwen Wang ◽

Di Dong ◽

Xuning Gao ◽

Kefeng Zhou ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Gastric Cancer ◽

Magnetic Resonance ◽

Lymph Node Metastasis ◽

Advanced Gastric Cancer ◽

Resonance Imaging ◽

Node Metastasis

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Evaluating local lymph node metastasis with magnetic resonance imaging, endoluminal ultrasound and computed tomography in rectal cancer: a meta-analysis

Colorectal Disease ◽

10.1111/codi.12909 ◽

2015 ◽

Vol 17 (6) ◽

pp. O129-O135 ◽

Author(s):

X.-T. Li ◽

Y.-S. Sun ◽

L. Tang ◽

K. Cao ◽

X.-Y. Zhang

Keyword(s):

Magnetic Resonance Imaging ◽

Computed Tomography ◽

Rectal Cancer ◽

Magnetic Resonance ◽

Lymph Node Metastasis ◽

Meta Analysis ◽

Resonance Imaging ◽

Node Metastasis ◽

Local Lymph Node

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