Evaluating Generalizability of Oncology Trial Results to Real-World Patients Using Machine Learning-Based Trial Emulations

Information Science, Artificial Intelligence, Medicine, Oncology,
oncology   randomized controlled trials   machine learning   generalizability   real-world data   prognostic models   survival analysis  

Evaluation of the Generalizability of Oncology Trial Results Using Machine Learning-Based Trial Emulations Academic Background Randomized Controlled Trials (RCTs) are the gold standard for evaluating the efficacy of anti-cancer drugs, but their results often cannot be directly generalized to real-world oncology patients. RCTs typically employ stric...

Glutamatergic Medications for Obsessive-Compulsive and Related Disorders: A Systematic Review and Meta-Analysis

Medicine, Psychiatry,
glutamatergic medications   obsessive-compulsive disorder   meta-analysis   randomized controlled trials   neuropsychiatric disorders   treatment efficacy   subgroup analysis  

A Systematic Review and Meta-Analysis of Glutamatergic Medications for Obsessive-Compulsive and Related Disorders (OCRDs) Academic Context Obsessive-Compulsive and Related Disorders (OCRDs) represent a group of neuropsychiatric conditions characterized by excessive, persistent obsessions or compulsions. These disorders include Obsessive-Compulsive ...