Cargando…

Population-level and individual-level explainers for propensity score matching in observational studies

PRECIS: The exclusion of unmatched observations in propensity score matching has implications for the generalizability of causal effects. Machine learning methods can help to identify how the study population differs from the unmatched subpopulation. BACKGROUND: There has been widespread use of prop...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ghosh, Debashis, Amini, Arya, Jones, Bernard L., Karam, Sana D.
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/PMC9630947/ https://www.ncbi.nlm.nih.gov/pubmed/36338745 http://dx.doi.org/10.3389/fonc.2022.958907

Ejemplares similares

Preoperative Metabolic Syndrome and HDL-C Level Predict the Prognosis of Patients Following Radical Cystectomy: A Propensity Score Matching Study
por: Liu, Zenan, et al.
Publicado: (2022)

Synergy of Losartan and chemotherapy for patients with cholangiocarcinoma: A propensity score-matched analysis
por: Li, Qing, et al.
Publicado: (2022)

Evaluating the Guiding Role of Elevated Pretreatment Serum Carcinoembryonic Antigen Levels for Adjuvant Chemotherapy in Stage IIA Colon Cancer: A Large Population-Based and Propensity Score-Matched Study
por: Liu, Qi, et al.
Publicado: (2019)

Comparison of Sutureless and Conventional Laparoscopic Partial Nephrectomy: A Propensity Score-Matching Analysis
por: Zhang, Feng, et al.
Publicado: (2021)

Propensity Score Matching Analysis of the Effect of Payer Status on the Survival of Colon Cancer Patients
por: Shi, Lawrence, et al.
Publicado: (2021)

Surgical Options for Resectable Lung Adenosquamous Carcinoma: A Propensity Score-Matched Analysis
por: Zhu, Shuncang, et al.
Publicado: (2022)

Survival benefit of primary tumor resection for gastric cancer with liver metastasis: A propensity score-matched, population-based study
por: Wu, Jiayan, et al.
Publicado: (2022)

Gustave Roussy Immune Score as a Novel Prognostic Scoring System for Colorectal Cancer Patients: A Propensity Score Matching Analysis
por: Tian, Shan, et al.
Publicado: (2021)

Transarterial Chemoembolization Combined With Apatinib for Advanced Hepatocellular Carcinoma: A Propensity Score Matching Analysis
por: Kan, Xuefeng, et al.
Publicado: (2020)

Prognostic Effect of Age in Resected Pancreatic Cancer Patients: A Propensity Score Matching Analysis
por: Xu, Yaolin, et al.
Publicado: (2022)

Comparison of laparoscopic and open pancreaticoduodenectomy for the treatment of distal cholangiocarcinoma: A propensity score matching analysis
por: Zhu, Yuwen, et al.
Publicado: (2022)

Overcoming Resistance to Immunotherapy in Head and Neck Cancer Using Radiation: A Review
por: Hui, Caressa, et al.
Publicado: (2021)

Impact of breast surgery on survival of patients with stage IV breast cancer: a SEER population-based propensity score matching analysis
por: Lin, Yuxiang, et al.
Publicado: (2020)

Incidence of venous thromboembolism after surgery for adenocarcinoma in situ and the validity of the modified Caprini score: A propensity score-matched study
por: Cai, Yong-sheng, et al.
Publicado: (2022)

Effect of short-term prehabilitation of older patients with colorectal cancer: A propensity score-matched analysis
por: Wang, Xiayun, et al.
Publicado: (2023)

Mucinous Prostate Cancer Shows Similar Prognosis to Typical Prostate Acinar Carcinoma: A Large Population-Based and Propensity Score-Matched Study
por: Zhao, Feng, et al.
Publicado: (2020)

Comparison of Lobectomy and Sublobar Resection for Stage IA Elderly NSCLC Patients (≥70 Years): A Population-Based Propensity Score Matching’s Study
por: Zhang, Bo, et al.
Publicado: (2021)

Selection of the surgical approach for patients with cStage IA lung squamous cell carcinoma: A population-based propensity score matching analysis
por: Shao, Shengteng, et al.
Publicado: (2022)

Prognostic Value of Preoperative Systemic Immune-Inflammation Index in Breast Cancer: A Propensity Score-Matching Study
por: Hua, Xin, et al.
Publicado: (2020)

Myasthenia Gravis Is Not an Independent Prognostic Factor of Thymoma: Results of a Propensity Score Matching Trial of 470 Patients
por: Zhai, Yirui, et al.
Publicado: (2020)

The Outcome of Primary Hepatic Carcinoid Tumor: A Retrospective Study Based on Propensity Score Matched Survival Analysis
por: Jiang, Shaotao, et al.
Publicado: (2021)

Real-World Lenvatinib Versus Sorafenib in Patients With Advanced Hepatocellular Carcinoma: A Propensity Score Matching Analysis
por: Kuo, Yuan-Hung, et al.
Publicado: (2021)

Radical Versus Non-Radical Resection for Early-Stage Retroperitoneal Sarcoma: A Propensity Score-Matched Analysis
por: Weng, Chengxin, et al.
Publicado: (2021)

Anatomical liver resection improves surgical outcomes for combined hepatocellular-cholangiocarcinoma: A propensity score matched study
por: Wang, Wen-qiang, et al.
Publicado: (2022)

Benign gallbladder disease is a risk factor for colorectal cancer, but cholecystectomy is not: A propensity score matching analysis
por: Qin, Qiong, et al.
Publicado: (2022)

Effects of surgery on survival of elderly patients with gallbladder cancer: A propensity score matching analysis of the SEER database
por: Xu, Xiaoming, et al.
Publicado: (2023)

Propensity Score Matching with Retrospective and Observational Data in Palliative Care
por: Nair, Abhijit S, et al.
Publicado: (2020)

Stage IA Patients With Pancreatic Ductal Adenocarcinoma Cannot Benefit From Chemotherapy: A Propensity Score Matching Study
por: Zhang, Yuchao, et al.
Publicado: (2020)

Postoperative Outcomes and Functional Recovery After Preoperative Combination Chemotherapy for Pancreatic Cancer: A Propensity Score-Matched Study
por: Pecorelli, Nicolò, et al.
Publicado: (2019)

The Impact of Unplanned Excision on the Outcomes of Patients With Soft Tissue Sarcoma of the Trunk and Extremity: A Propensity Score Matching Analysis
por: Liang, Yao, et al.
Publicado: (2021)

Suction Versus Nonsuction Drainage After Uniportal Video-Assisted Thoracoscopic Surgery: A Propensity Score-Matched Study
por: Zhou, Jian, et al.
Publicado: (2021)

Prognostic Analysis of Gastric Signet Ring Cell Carcinoma and Hepatoid Adenocarcinoma of the Stomach: A Propensity Score-Matched Study
por: Yang, Yu, et al.
Publicado: (2021)

Association Between Chemotherapy and Survival in T1 Colon Cancer With Lymph Node Metastasis: A Propensity-Score Matched Analysis
por: Yan, Wangxin, et al.
Publicado: (2021)

The Effect of Post-Mastectomy Radiotherapy in Patients With Metaplastic Breast Cancer: A Propensity Score-Matched Analysis of the SEER Database
por: Hu, Jin, et al.
Publicado: (2022)

Impact of Adjuvant Chemotherapy on Variant Histology of Upper Tract Urothelial Carcinoma: A Propensity Score-Matched Cohort Analysis
por: Lo, Chi-Wen, et al.
Publicado: (2022)

Aggressiveness of Differentiated Thyroid Carcinoma in Pediatric Patients Younger Than 16 years: A Propensity Score-Matched Analysis
por: Kim, Soo Young, et al.
Publicado: (2022)

Laparoscopic vs. Open Repeat Hepatectomy for Recurrent Liver Tumors: A Propensity Score–Matched Study and Meta-Analysis
por: Chen, Jia-Feng, et al.
Publicado: (2021)

Corrigendum: Real-World Lenvatinib Versus Sorafenib in Patients With Advanced Hepatocellular Carcinoma: A Propensity Score Matching Analysis
por: Kuo, Yuan-Hung, et al.
Publicado: (2021)

The Effect of Complications on Oncological Outcomes of Colorectal Cancer Patients After Primary Surgery: A Propensity Score Matching Analysis
por: Liu, Xiao-Yu, et al.
Publicado: (2022)

Comparison of Efficacy and Safety Between Laparoscopic and Open Radical Resection for Hilar Cholangiocarcinoma—A Propensity Score-Matching Analysis
por: He, Yong-Gang, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_6ig8ca3s9kqc3rrihluv8t6i23