Cargando…

Prediction of survival in oropharyngeal squamous cell carcinoma using machine learning algorithms: A study based on the surveillance, epidemiology, and end results database

BACKGROUND: We determined appropriate survival prediction machine learning models for patients with oropharyngeal squamous cell carcinoma (OPSCC) using the “Surveillance, Epidemiology, and End Results” (SEER) database. METHODS: In total, 4039 patients diagnosed with OPSCC between 2004 and 2016 were...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kim, Su Il, Kang, Jeong Wook, Eun, Young-Gyu, Lee, Young Chan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Oncology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9441569/ https://www.ncbi.nlm.nih.gov/pubmed/36072804 http://dx.doi.org/10.3389/fonc.2022.974678

Ejemplares similares

Incidence, Prognostic Factors and Survival for Hemangioblastoma of the Central Nervous System: Analysis Based on the Surveillance, Epidemiology, and End Results Database
por: Yin, Xiangdong, et al.
Publicado: (2020)

Post-treatment surveillance testing of patients with colorectal cancer and the association with survival: protocol for a retrospective cohort study of the Surveillance, Epidemiology, and End Results (SEER)-Medicare database
por: Hines, Robert B, et al.
Publicado: (2018)

Clear Cell Meningioma in the Central Nervous System: Analysis of Surveillance, Epidemiology, and End Results Database
por: Wang, Yubo, et al.
Publicado: (2021)

Prognostic factors and treatment outcomes of spinal osteosarcoma: Surveillance, epidemiology, and end results database analysis
por: Wang, Jing, et al.
Publicado: (2023)

Primary lung cancer in children and adolescents: Analysis of a surveillance, epidemiology, and end results database
por: Shao, Weipeng, et al.
Publicado: (2023)

Women With Ovarian Cancer and With Fertility Preservation: A Survival Analysis Using the Surveillance, Epidemiology, and End Results Database and Construction of Nomograms to Predict Cancer-Specific Survival
por: Hou, Yue-min, et al.
Publicado: (2022)

Clinical Characteristics and Outcome Between Gallbladder Squamous Cell Carcinoma and Adenocarcinoma: A Propensity Matched Analysis Based on the Surveillance, Epidemiology, and End Results Database
por: Chen, Xiaorong, et al.
Publicado: (2022)

Thymic Squamous Cell Carcinoma: A Population-Based Surveillance, Epidemiology, and End Result Analysis
por: Yang, Xudong, et al.
Publicado: (2020)

Evaluation of machine learning algorithms for the prognosis of breast cancer from the Surveillance, Epidemiology, and End Results database
por: Wu, Ruiyang, et al.
Publicado: (2023)

Treatment Patterns for Patients With Unresected Stage III NSCLC: Analysis of the Surveillance, Epidemiology, and End Results (SEER) Database
por: Shang, Shijie, et al.
Publicado: (2022)

Applying nomograms based on the surveillance, epidemiology and end results database to predict long-term overall survival and cancer-specific survival in patients with oropharyngeal squamous cell carcinomas: A case–control research
por: Wang, Fengze, et al.
Publicado: (2020)

Development of a Novel Prognostic Model for Predicting Lymph Node Metastasis in Early Colorectal Cancer: Analysis Based on the Surveillance, Epidemiology, and End Results Database
por: Ahn, Ji Hyun, et al.
Publicado: (2021)

An Update on the Immunotherapy for Oropharyngeal Squamous Cell Carcinoma
por: Huang, Yaxuan, et al.
Publicado: (2022)

Histological Characteristics and Early-Stage Diagnosis Are Associated With Better Survival in Young Patients With Epithelial Ovarian Cancer: A Retrospective Analysis Based on Surveillance Epidemiology and End Results Database
por: Huang, Yue, et al.
Publicado: (2020)

HPV Positive Status Is a Favorable Prognostic Factor in Non-Nasopharyngeal Head and Neck Squamous Cell Carcinoma Patients: A Retrospective Study From the Surveillance, Epidemiology, and End Results Database
por: Wu, Qiuji, et al.
Publicado: (2021)

Deep learning models for predicting the survival of patients with chondrosarcoma based on a surveillance, epidemiology, and end results analysis
por: Yan, Lizhao, et al.
Publicado: (2022)

The Tumor Microenvironment and Immunotherapy of Oropharyngeal Squamous Cell Carcinoma
por: Welters, Marij J. P., et al.
Publicado: (2020)

Improved Survival With Surgical Treatment of Primary Lung Lesions in Non-Small Cell Lung Cancer With Brain Metastases: A Propensity‐Matched Analysis of Surveillance, Epidemiology, and End Results Database
por: Wang, Qing, et al.
Publicado: (2022)

Impact of Prior Cancer on the Prognosis of Patients With Laryngeal Cancer: A Population-Based Study Using the Surveillance, Epidemiology, and End Results Database
por: Chen, Kailin, et al.
Publicado: (2020)

Prognostic Value of Lymph Node Evaluation in Stage II Small Bowel Adenocarcinoma: An Updated Analysis of Surveillance, Epidemiology, and End Results Database
por: Liu, Zhen, et al.
Publicado: (2022)

Survival analysis of extrahepatic cholangiocarcinoma based on surveillance, epidemiology, and end results database
por: Ali, Hassam, et al.
Publicado: (2023)

Impact of Adjuvant Chemoradiotherapy on Survival of Resected Pancreatic Adenocarcinoma Cancer: A Surveillance, Epidemiology and End Results (SEER) Analysis
por: Shi, Xiaomao, et al.
Publicado: (2021)

Incidence trends and survival of metastatic prostate cancer with bone and visceral involvement: 2010-2019 surveillance, epidemiology, and end results
por: Kadeerhan, Gaohaer, et al.
Publicado: (2023)

Incidence and Mortality Trends and Risk Prediction Nomogram for Extranodal Diffuse Large B-Cell Lymphoma: An Analysis of the Surveillance, Epidemiology, and End Results Database
por: Yin, Xuejiao, et al.
Publicado: (2019)

Surveillance Epidemiology and End Results Analysis Demonstrates Improvement in Overall Survival for Cervical Cancer Patients Treated in the Era of Concurrent Chemoradiotherapy
por: Hsu, Howard C., et al.
Publicado: (2015)

Comparisons of different lymph node staging systems for predicting overall survival of node-positive patients with renal cell carcinoma: a retrospective cohort study using the Surveillance, Epidemiology and End Results database
por: Zheng, Wenwen, et al.
Publicado: (2023)

Prognosis of the Keratinizing Squamous Cell Carcinoma of the Tongue Based on Surveillance, Epidemiology, and End Results Database
por: Yu, Hai, et al.
Publicado: (2023)

Metabolic Syndrome and Risk of Upper Tract Urothelial Carcinoma: A Case-Control Study From Surveillance, Epidemiology and End Results-Medicare-Linked Database
por: Lu, Yi, et al.
Publicado: (2021)

Perioperative Mortality Risk in Patients Undergoing Transoral Robotic Surgery for T1-T2 Oropharyngeal Squamous Cell Carcinoma: A National Cancer Database Study
por: Davies, Joel C., et al.
Publicado: (2022)

Editorial: Considerations in the surgical management of HPV-positive oropharyngeal squamous cell carcinoma
por: Mallen-St Clair, Jon, et al.
Publicado: (2023)

Epidemiology and Survival of Kaposi’s Sarcoma by Race in the United States: A Surveillance, Epidemiology, and End Results Database Analysis
por: Ragi, Sara D, et al.
Publicado: (2022)

Influence of sex on survival rates of HPV-positive oropharyngeal cancers
por: Preissner, Sally H., et al.
Publicado: (2022)

Marital Status and Survival in Osteosarcoma Patients: An Analysis of the Surveillance, Epidemiology, and End Results (SEER) Database
por: Qiu, Shui, et al.
Publicado: (2019)

Individual-patient prediction of meningioma malignancy and survival using the Surveillance, Epidemiology, and End Results database
por: Moreau, Jeremy T., et al.
Publicado: (2020)

Survival characteristics of fibrolamellar hepatocellular carcinoma: A Surveillance, Epidemiology, and End Results database study
por: Sempokuya, Tomoki, et al.
Publicado: (2022)

Oral health in HPV-positive and HPV-negative patients with oropharyngeal squamous cell carcinoma
por: Kanzow, Philipp, et al.
Publicado: (2023)

Flap Reconstruction of the Oropharyngeal Defect After Tumor Resection via Combined Transcervical and Transoral Approach in Patients With HPV-Positive and -Negative Oropharyngeal Squamous Cell Carcinoma
por: Chen, Jiaming, et al.
Publicado: (2022)

Sociodemographic Disparities in the Diagnosis and Prognosis of Patients With Cervical Cancer: An Analysis of the Surveillance, Epidemiology, and End Results Program
por: Zreik, Jad, et al.
Publicado: (2023)

Incidence and survival outcomes of secondary liver cancer: a Surveillance Epidemiology and End Results database analysis
por: Wang, Zheng-Gang, et al.
Publicado: (2021)

Changing incidence and survival of intrahepatic cholangiocarcinoma based on Surveillance, Epidemiology, and End Results Database (2000-2017)
por: Ali, Hassam, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_npakhf50ahjpcru1vaasm8mpgt