Cargando…

Machine Learning for the Prediction of Lymph Nodes Micrometastasis in Patients with Non-Small Cell Lung Cancer: A Comparative Analysis of Two Practical Prediction Models for Gross Target Volume Delineation

PURPOSE: The lymph node gross target volume (GTV) delineation in patients with non-small cell lung cancer (NSCLC) is crucial for prognosis. This study aimed to develop a predictive model that can be used to differentiate between lymph nodes micrometastasis (LNM) and non-lymph nodes micrometastasis (...

Descripción completa

Detalles Bibliográficos
Autores principales:	Hu, Shuli, Luo, Man, Li, Yaling
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Dove 2021
Materias:	Original Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8217594/ https://www.ncbi.nlm.nih.gov/pubmed/34168500 http://dx.doi.org/10.2147/CMAR.S313941

Ejemplares similares

Micrometastasis in lymph nodes of colorectal cancer
por: Yamamoto, Hirofumi
Publicado: (2022)

Current status of lymph node micrometastasis in gastric cancer
por: Zhou, Yang, et al.
Publicado: (2017)

Current Status and Scope of Lymph Node Micrometastasis in Gastric Cancer
por: Lee, Chang Min, et al.
Publicado: (2015)

Detection of micrometastasis in lymph nodes of oral squamous cell carcinoma: A comparative study
por: Thakare, Eesha, et al.
Publicado: (2013)

Clinical Implications of Immunohistochemically Demonstrated Lymph Node Micrometastasis in Resectable Pancreatic Cancer
por: Lee, Seung Eun, et al.
Publicado: (2011)

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

Can Axillary Lymph Node Dissection Be Safely Omitted for Early-Stage Breast Cancer Patients with Sentinel Lymph Node Micrometastasis?
por: Damle, Sameer, et al.
Publicado: (2009)

Impact on Prognosis of Lymph Node Micrometastasis and Isolated Tumor Cells in Stage II Colorectal Cancer
por: Oh, Tai Young, et al.
Publicado: (2011)

Cytokeratin Expression Pattern in Human Endometrial Carcinomas and Lymph Nodes Micrometastasis: a Mini-review
por: Vasilevska, Danuta, et al.
Publicado: (2022)

Prognostic value of lymph node micrometastasis in esophageal cancer: A systematic review and meta-analysis
por: Yang, Jing, et al.
Publicado: (2023)

Efficacy of radiomics model based on the concept of gross tumor volume and clinical target volume in predicting occult lymph node metastasis in non-small cell lung cancer
por: Zeng, Chao, et al.
Publicado: (2023)

Survival impact of immediate complete lymph node dissection for Chinese acral and cutaneous melanoma with micrometastasis in sentinel nodes: a retrospective study
por: Zhong, Jingqin, et al.
Publicado: (2023)

Signal transducer and activator of transcription 3 overexpression promotes lymph node micrometastasis in early‐stage non‐small cell lung cancer
por: Yu, Yang, et al.
Publicado: (2018)

Patterns of lymph node metastases and their implications in individualized radiotherapeutic clinical target volume delineation of regional lymph nodes in patients with endometrial cancer
por: Teng, Fei, et al.
Publicado: (2022)

Clinical Significance of Metastasis or Micrometastasis to the Lymph Node Along the Superior Mesenteric Vein in Gastric Carcinoma: A Retrospective Analysis
por: Xu, Xing, et al.
Publicado: (2021)

Evaluation of Positive Predictors of Micrometastasis in Central Lymph Nodes in Patients with Papillary Thyroid Cancer; A Cross-Sectional Study
por: Asherloo, Hamid, et al.
Publicado: (2022)

Mucin 1 expression correlation with lymph node metastasis and micrometastasis and poor prognosis in patients with esophageal squamous cell carcinomas
por: Yang, Fei, et al.
Publicado: (2019)

Pathological validation and significance of micrometastasis in sentinel nodes in primary breast cancer
por: Rampaul, Rajendra S, et al.
Publicado: (2001)

Attempting to define sentinel node micrometastasis in oral squamous cell carcinoma
por: Matsuzuka, Takashi, et al.
Publicado: (2020)

Deep learning-based auto-delineation of gross tumour volumes and involved nodes in PET/CT images of head and neck cancer patients
por: Moe, Yngve Mardal, et al.
Publicado: (2021)

Ex vivo localization and immunohistochemical detection of sentinel lymph node micrometastasis in patients with colorectal cancer can upgrade tumor staging
por: Wang, Fu-Long, et al.
Publicado: (2012)

Detection of human papillomavirus DNA in peri-tumor tissues and pelvic lymph nodes as potential molecular marker of micrometastasis in cervical cancer
por: Tortora, Marianna, et al.
Publicado: (2016)

Detection of cervical lymph node micrometastasis and isolated tumor cells in oral squamous cell carcinoma using immunohistochemistry and serial sectioning
por: Dhawan, Isha, et al.
Publicado: (2016)

Evaluation of Multisource Adaptive MRI Fusion for Gross Tumor Volume Delineation of Hepatocellular Carcinoma
por: Cheung, Andy Lai-Yin, et al.
Publicado: (2022)

Comparison of immunohistology using pan-CK and EMA in the diagnosis of lymph node metastasis of gastric cancer, particularly micrometastasis and isolated tumor cells
por: YANG, YI, et al.
Publicado: (2013)

Aberrant Cytokeratin 20 mRNA Expression in Peripheral Blood and Lymph Nodes Indicates Micrometastasis and Poor Prognosis in Patients With Gastric Carcinoma
por: You, Xiaolan, et al.
Publicado: (2019)

Combination of CEACAM5, EpCAM and CK19 gene expressions in mediastinal lymph node micrometastasis is a prognostic factor for non-small cell lung cancer
por: Süer, Hande, et al.
Publicado: (2023)

Head and neck lymph node region delineation with image registration
por: Teng, Chia-Chi, et al.
Publicado: (2010)

MRI to delineate the gross tumor volume of nasopharyngeal cancers: which sequences and planes should be used?
por: Popovtzer, Aron, et al.
Publicado: (2014)

Micrometastasis in non–small-cell lung cancer: Detection and staging
por: Mohajeri, Gholamreza, et al.
Publicado: (2012)

Lymphatic invasion using D2-40 monoclonal antibody and its relationship to lymph node micrometastasis in pN0 gastric cancer
por: Arigami, T, et al.
Publicado: (2005)

Concurrent sarcoidal granulomas and melanoma micrometastasis in a sentinel node – a case report
por: Trøstrup, Hannah, et al.
Publicado: (2019)

Clinical evaluation of 4D MRI in the delineation of gross and internal tumor volumes in comparison with 4DCT
por: Zhang, Jingjing, et al.
Publicado: (2019)

Comparison of different images in gross target volume delineating on VX2 nasopharyngeal transplantation tumor models
por: Xiang, Zhang-Qiang, et al.
Publicado: (2020)

Distribution pattern of lymph node metastases and its implication in individualized radiotherapeutic clinical target volume delineation of regional lymph nodes in patients with stage IA to IIA cervical cancer
por: Li, Xinglan, et al.
Publicado: (2015)

Optimization of cervical lymph node clinical target volume delineation in nasopharyngeal carcinoma: a single center experience and recommendation
por: Li, Li, et al.
Publicado: (2018)

Prognostic values of the gross volume of metastatic lymph nodes in patients with esophageal squamous cell carcinoma treated with definitive concurrent chemoradiotherapy
por: Li, Yang, et al.
Publicado: (2022)

Variability of radiotherapy volume delineation: PSMA PET/MRI and MRI based clinical target volume and lymph node target volume for high-risk prostate cancer
por: Liu, Lin-Lin, et al.
Publicado: (2023)

SLN melanoma micrometastasis predictivity of nodal status: a long term retrospective study
por: Migliano, Emilia, et al.
Publicado: (2013)

Intraglomerular micrometastasis of squamous cell carcinoma
por: Sasaki, Kotaro, et al.
Publicado: (2012)

Cannot write session to /tmp/vufind_sessions/sess_e19ql8794h8a7kq7ufurnduj0f