Publications by authors named "Ilia Awakimjan"
Neurosurgery
September 2022
Article Synopsis
- Current models for predicting survival in brain metastasis (BM) patients mainly rely on data from those receiving radiotherapy, which raises questions about their relevance for surgical patients.
- Researchers aimed to create and validate a machine learning model that predicts 6-month survival after BM resection, using data from 1,062 patients.
- The best-performing model was a logistic regression that achieved an AUC of 0.71 and accurately stratified patients by risk, with the tool being accessible via a web application for further use and validation.*
