Cargando…

Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning

N-staging is a determining factor for prognostic assessment and decision-making for stage-based cancer therapeutic strategies. Visual inspection of whole-slides of intact lymph nodes is currently the main method used by pathologists to calculate the number of metastatic lymph nodes (MLNs). Moreover,...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Xiaodong, Chen, Ying, Gao, Yunshu, Zhang, Huiqing, Guan, Zehui, Dong, Zhou, Zheng, Yuxuan, Jiang, Jiarui, Yang, Haoqing, Wang, Liming, Huang, Xianming, Ai, Lirong, Yu, Wenlong, Li, Hongwei, Dong, Changsheng, Zhou, Zhou, Liu, Xiyang, Yu, Guanzhen
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7954798/ https://www.ncbi.nlm.nih.gov/pubmed/33712598 http://dx.doi.org/10.1038/s41467-021-21674-7

Ejemplares similares

Identification of Metastasis-Associated MicroRNAs in Metastatic Melanoma by miRNA Expression Profile and Experimental Validation
por: Gao, Yunshu, et al.
Publicado: (2021)

Clinical Significance of Lymph Node Micrometastasis in pN0 Gastric Cancer Patients
por: Li, Yu, et al.
Publicado: (2021)

Histopathologic Predictors of Lymph Node Metastasis and Prognosis in Tonsillar Squamous Cell Carcinoma
por: Lee, Dong Jin, et al.
Publicado: (2013)

Prognostic Significance of Lymph Node Ratio in Ovarian Cancer
por: Tong, Xiaoxia, et al.
Publicado: (2019)

The value of immunohistochemistry in sentinel lymph node histopathology in breast cancer
por: Klevesath, M B, et al.
Publicado: (2005)

High Definition Infrared Spectroscopic Imaging for Lymph Node Histopathology
por: Leslie, L. Suzanne, et al.
Publicado: (2015)

HISTOPATHOLOGIC PARAMETERS OF POSITIVE LYMPH NODE PREDICTABILITY IN ENDOMETRIAL CANCER
por: Mandić, Aljoša, et al.
Publicado: (2022)

Intrahepatic cholangiocarcinoma patients without indications of lymph node metastasis not benefit from lymph node dissection
por: Hu, Jie, et al.
Publicado: (2017)

Lymph node metastasis of papillary thyroid carcinoma in the context of Hashimoto’s thyroiditis
por: Wang, Lirong, et al.
Publicado: (2022)

A Dual-Energy CT Radiomics of the Regional Largest Short-Axis Lymph Node Can Improve the Prediction of Lymph Node Metastasis in Patients With Rectal Cancer
por: Wang, Dongqing, et al.
Publicado: (2022)

Impact of the number of examined lymph nodes on outcomes in patients with lymph node-negative gallbladder carcinoma
por: Fan, Dong-Xu, et al.
Publicado: (2018)

Histopathologic risk factors for lymph node metastasis in patients with T1 colorectal cancer
por: Ha, Ryun Kyong, et al.
Publicado: (2017)

Ultrasound Elastography for the Evaluation of Lymph Nodes
por: Wang, Bin, et al.
Publicado: (2021)

Targeting Lymph Node Sinus Macrophages to Inhibit Lymph Node Metastasis
por: Hu, Junqing, et al.
Publicado: (2019)

Oncologic Benefit of Adjuvant Therapy in Lateral Pelvic Lymph Node Metastasis following Neoadjuvant Chemoradiotherapy and Lateral Pelvic Lymph Node Dissection
por: Jiang, Yu-Juan, et al.
Publicado: (2022)

Preoperative Evaluation of Axillary Lymph Nodes in Malignant Breast Lesions with Ultrasonography and Histopathologic Correlation
por: Fidan, Nurdan, et al.
Publicado: (2016)

Impact of Deep Learning Assistance on the Histopathologic Review of Lymph Nodes for Metastatic Breast Cancer
por: Steiner, David F., et al.
Publicado: (2018)

A Case of Lymphomatoid Granulomatosis in a Lymph Node with Unique Clinical and Histopathologic Features
por: Patel, Dharti, et al.
Publicado: (2022)

Clinical significance of the histopathological metastatic largest lymph node size in colorectal cancer patients
por: Omeroglu, Sinan, et al.
Publicado: (2023)

Nomograms to predict the presence and extent of inguinal lymph node metastasis in penile cancer patients with clinically positive lymph nodes
por: Zhou, Xiang, et al.
Publicado: (2020)

Deep Inguinal Lymph Node Metastases Can Predict Pelvic Lymph Node Metastases and Prognosis in Penile Squamous Cell Carcinoma
por: Yang, Zhenyu, et al.
Publicado: (2021)

Prognostic significance of the total number of harvested lymph nodes for lymph node-negative gastric cancer patients
por: Ji, Xin, et al.
Publicado: (2017)

Number of negative lymph nodes can predict survival of breast cancer patients with four or more positive lymph nodes after postmastectomy radiotherapy
por: Wu, San-Gang, et al.
Publicado: (2014)

Differential expression of ANXA1 in benign human gastrointestinal tissues and cancers
por: Gao, Yunshu, et al.
Publicado: (2014)

Is Lymph Node Size a Reliable Factor for Estimating Lymph Node Metastasis in Early Gastric Cancer?
por: Kim, Dong Jin, et al.
Publicado: (2018)

Evaluation of the Property of Axillary Lymph Nodes and Analysis of Lymph Node Metastasis Factors in Breast Cancer by Ultrasound Elastography
por: Zhou, Jia, et al.
Publicado: (2022)

Preoperative ultrasound assessment of axillary lymph nodes in breast cancer: histopathological correlation in 100 cases
por: O'Connor, A
Publicado: (2009)

Evaluation of the Yield of Histopathology in the Diagnosis of Lymph Node Tuberculosis in Morocco, 2017: Cross-Sectional Study
por: Bennani, Kenza, et al.
Publicado: (2019)

Avasimibe Dampens Cholangiocarcinoma Progression by Inhibiting FoxM1-AKR1C1 Signaling
por: Gao, Yunshu, et al.
Publicado: (2021)

Erratum: Is Lymph Node Size a Reliable Factor for Estimating Lymph Node Metastasis in Early Gastric Cancer?
por: Kim, Dong Jin, et al.
Publicado: (2018)

Sentinel Lymph Node Mapping in Endometrial Cancer: A Comprehensive Review
por: Zhai, Lirong, et al.
Publicado: (2021)

A deep learning model for lymph node metastasis prediction based on digital histopathological images of primary endometrial cancer
por: Feng, Min, et al.
Publicado: (2023)

Metastasis to lateral lymph nodes with no mesenteric lymph node involvement in low rectal cancer: a retrospective case series
por: Li, Peng, et al.
Publicado: (2020)

Lymph Node Ratio for Postoperative Staging of Laryngeal Squamous Cell Carcinoma with Lymph Node Metastasis
por: Wang, Yu-Long, et al.
Publicado: (2014)

Malignant struma ovarii with papillary carcinoma combined with retroperitoneal lymph node metastasis: A case report
por: Xiao, Wen, et al.
Publicado: (2022)

Characterization of spleen and lymph node cell types via CITE-seq and machine learning methods
por: Li, Hao, et al.
Publicado: (2022)

Mesorectal excision with lateral lymph node dissection for mid-low rectal cancer with lateral lymph node metastasis: efficacy and prognostic analysis
por: Zhou, Sicheng, et al.
Publicado: (2022)

ADAM-17 is a poor prognostic indicator for patients with hilar cholangiocarcinoma and is regulated by FoxM1
por: Jiao, Xiaodong, et al.
Publicado: (2018)

Risk factors and prognostic significance of lateral pelvic lymph node dissection after neoadjuvant chemoradiotherapy for rectal patients with clinically suspected lateral lymph node metastasis
por: Zhou, Sicheng, et al.
Publicado: (2021)

Accuracy of a nomogram for prediction of lymph-node metastasis detected with conventional histopathology and ultrastaging in endometrial cancer
por: Koskas, M, et al.
Publicado: (2013)

Cannot write session to /tmp/vufind_sessions/sess_ejv6ndhd5ripi2g4fpuqnjg6gs