Harnessing real-world evidence for the development of novel cancer therapies

J Greshock, M Lewi, B Hartog, C Tendler - Trends in Cancer, 2020 - cell.com
Resourcing real-world evidence (RWE) is becoming an increasingly important asset in
developing novel therapies for cancer. In this article, an overview of the benefits and …

Prediction of ECOG performance status of lung cancer patients using LIME-based machine learning

HV Nguyen, H Byeon - Mathematics, 2023 - mdpi.com
The Eastern Cooperative Oncology Group (ECOG) performance status is a widely used
method for evaluating the functional abilities of cancer patients and predicting their …

LIME-based ensemble machine for predicting performance status of patients with liver cancer

HV Nguyen, H Byeon - Digital Health, 2023 - journals.sagepub.com
Objective The Eastern Cooperative Oncology Group performance status (ECOG PS) is a
widely recognized measure used to assess the functional abilities of cancer patients and …

Extraction and Imputation of Eastern Cooperative Oncology Group Performance Status From Unstructured Oncology Notes Using Language Models

W Xu, B Gu, WE Lotter, KL Kehl - JCO Clinical Cancer Informatics, 2024 - ascopubs.org
PURPOSE Eastern Cooperative Oncology Group (ECOG) performance status (PS) is a key
clinical variable for cancer treatment and research, but it is usually only recorded in …

Modified Glasgow prognostic score predicts the prognosis of patients with advanced esophageal squamous cell carcinoma: A propensity score‐matched analysis

C Cui, X Wu, L Deng, W Wang, W Cui… - Thoracic Cancer, 2022 - Wiley Online Library
Objective The aim of this study is to evaluate the prognostic value of the modified Glasgow
prognostic score (mGPS) in advanced esophageal squamous cell carcinoma (SCC) …

A 25-year perspective on advances in the study of the epidemiology, disparities, and outcomes of urologic cancers

SP Psutka, EA Singer, J Gore - Urologic Oncology: Seminars and Original …, 2021 - Elsevier
In this narrative review, key developments in epidemiologic and clinical outcomes-based
research from eminent historical data sources over the past quarter century are summarized …