Cargando…

Application of machine learning algorithms to predict lymph node metastasis in gastric neuroendocrine neoplasms

BACKGROUND: Neuroendocrine neoplasms (NENs) are tumors that originate from secretory cells of the diffuse endocrine system and typically produce bioactive amines or peptide hormones. This paper describes the development and validation of a predictive model of the risk of lymph node metastasis among...

Descripción completa

Detalles Bibliográficos
Autores principales:	Liu, Lu, Liu, Wen, Jia, Zhenyu, Li, Yao, Wu, Hongyu, Qu, Shuting, Zhu, Jinzhou, Liu, Xiaolin, Xu, Chunfang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier 2023
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10622622/ https://www.ncbi.nlm.nih.gov/pubmed/37928390 http://dx.doi.org/10.1016/j.heliyon.2023.e20928

Ejemplares similares

A nomogram based on platelet-to-lymphocyte ratio for predicting lymph node metastasis in patients with early gastric cancer
por: Wu, Hongyu, et al.
Publicado: (2023)

Lymph Node Diameter as a Predictor of Lymph Node Metastasis in Patients with Colorectal Neuroendocrine Neoplasms
por: Fujikawa, Kaoru, et al.
Publicado: (2022)

Risk factors for lymph node metastasis in patients with pancreatic neuroendocrine neoplasms
por: Nakao, Yosuke, et al.
Publicado: (2022)

Application of Machine Learning Algorithms to Predict Lymph Node Metastasis in Early Gastric Cancer
por: Tian, HuaKai, et al.
Publicado: (2022)

Lymph node ratio, but not the total number of examined lymph nodes or lymph node metastasis, is a predictor of overall survival for pancreatic neuroendocrine neoplasms after surgical resection
por: Liu, Peng, et al.
Publicado: (2017)

Clinicopathological features and lymph node and distant metastasis patterns in patients with gastroenteropancreatic mixed neuroendocrine‐non‐neuroendocrine neoplasm
por: Zhang, Panpan, et al.
Publicado: (2021)

Risk factors for lymph node metastasis in gastric neuroendocrine tumor: a retrospective study
por: Li, Xianghui, et al.
Publicado: (2021)

Patterns of Lymph Node Metastasis in Patients With T1/T2 Gastroduodenal Neuroendocrine Neoplasms: Implications for Endoscopic Treatment
por: Zhou, Yu-Jie, et al.
Publicado: (2021)

Gastric neuroendocrine neoplasm with late liver metastasis
por: Marques, Bernardo, et al.
Publicado: (2018)

Machine Learning Algorithms for the Prediction of Central Lymph Node Metastasis in Patients With Papillary Thyroid Cancer
por: Wu, Yijun, et al.
Publicado: (2020)

Number of Positive Lymph Nodes Is Superior to LNR and LODDS for Predicting the Prognosis of Pancreatic Neuroendocrine Neoplasms
por: Gao, Bingqiang, et al.
Publicado: (2021)

Focal neuroendocrine carcinoma mixed with adenocarcinoma of the gallbladder with aggressive lymph node metastasis in a patient who did not meet the mixed neuroendocrine–non-neuroendocrine neoplasm criteria
por: Kadota, Yoshie, et al.
Publicado: (2021)

Lymph Node Metastasis of Gastric Cancer
por: Akagi, Tomonori, et al.
Publicado: (2011)

Ultrasonography for lymph nodes metastasis identification in bitches with mammary neoplasms
por: Silva, Priscila, et al.
Publicado: (2018)

Machine learning predicts lymph node metastasis of poorly differentiated-type intramucosal gastric cancer
por: Zhou, Cheng-Mao, et al.
Publicado: (2021)

Analysis of risk factors for lymph node metastasis and prognosis study in patients with early gastric cancer: A SEER data-based study
por: Li, Jinzhou, et al.
Publicado: (2023)

Using the K-Nearest Neighbor Algorithm for the Classification of Lymph Node Metastasis in Gastric Cancer
por: Li, Chao, et al.
Publicado: (2012)

Risk factors for lymph node metastasis and prognosis in colorectal neuroendocrine tumours
por: Zheng, Xiuli, et al.
Publicado: (2022)

Pattern of No. 12a lymph node metastasis in gastric cancer
por: Shu, Ping, et al.
Publicado: (2021)

Application of machine learning algorithm in prediction of lymph node metastasis in patients with intermediate and high-risk prostate cancer
por: Wang, Xiangrong, et al.
Publicado: (2023)

Clinicopathological models for predicting lymph node metastasis in patients with early-stage lung adenocarcinoma: the application of machine learning algorithms
por: Chong, Yuming, et al.
Publicado: (2021)

LASSO-Based Machine Learning Algorithm for Prediction of Lymph Node Metastasis in T1 Colorectal Cancer
por: Kang, Jeonghyun, et al.
Publicado: (2021)

A retrospective analysis based on multiple machine learning models to predict lymph node metastasis in early gastric cancer
por: Yang, Tao, et al.
Publicado: (2022)

Difficulty of predicting lymph node metastasis on CT in patients with rectal neuroendocrine tumors
por: Ushigome, Hajime, et al.
Publicado: (2019)

Risk Factors of Lymph Node Metastasis in Patients with Pancreatic Neuroendocrine Tumors (PNETs)
por: Wang, Zhe, et al.
Publicado: (2020)

Risk Factors for Lymph Node Metastasis and Survival Outcomes in Colorectal Neuroendocrine Tumors
por: Wu, Zijian, et al.
Publicado: (2020)

Evaluation of Risk Factors for Distant and Lymph Node Metastasis of Pancreatic Neuroendocrine Tumors
por: Molasy, Bartosz, et al.
Publicado: (2022)

Should the left gastric artery lymph node be considered as the predictive lymph node for extra-gastric lymph node metastases?
por: Sun, Weilin, et al.
Publicado: (2020)

Clinical implications of micro lymph node metastasis for patients with gastric cancer
por: Tian, Yuan, et al.
Publicado: (2023)

Establishment and Validation for Predicting the Lymph Node Metastasis in Early Gastric Adenocarcinoma
por: Li, Xuan, et al.
Publicado: (2022)

Loss of GNE Predicts Lymph Node Metastasis in Early Gastric Cancer
por: Guo, Xinying, et al.
Publicado: (2022)

Analysis of factors related to non-sentinel lymph node metastasis in 296 sentinel lymph node-positive Chinese breast cancer patients
por: Maimaitiaili, Amina, et al.
Publicado: (2018)

Machine Learning-Based Prediction of Lymph Node Metastasis Among Osteosarcoma Patients
por: Li, Wenle, et al.
Publicado: (2022)

Synchronous Peripancreatic Lymph Node Gastrinoma and Gastric Neuroendocrine Tumor Type 2
por: Lee, Hee Woo, et al.
Publicado: (2016)

Identification of molecular biomarkers for the diagnosis of gastric cancer and lymph-node metastasis
por: Seeruttun, Sharvesh Raj, et al.
Publicado: (2019)

Patterns of Lymph Node Metastasis and Optimal Surgical Strategy in Small (≤20 mm) Gastroenteropancreatic Neuroendocrine Tumors
por: Cai, Yibo, et al.
Publicado: (2022)

Preoperative Prediction of Lymph Node Metastasis in Patients With Early-T-Stage Non-small Cell Lung Cancer by Machine Learning Algorithms
por: Wu, Yijun, et al.
Publicado: (2020)

Gastric neuroendocrine neoplasms: A review
por: Köseoğlu, Hüseyin, et al.
Publicado: (2021)

New Developments in Gastric Neuroendocrine Neoplasms
por: Exarchou, Klaire, et al.
Publicado: (2022)

Identification of the Characteristic Genes and their Roles in Lung Adenocarcinoma Lymph Node Metastasis through Machine Learning Algorithm
por: Zhou, Qian, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_c5prt61o88q0ckm3mtkk3vn55e