Radiomics Predicts Survival in Colorectal Liver Metastases Treated with TACE
Machine learning models using baseline imaging intensity and longitudinal changes stratify survival risk and identify lesion response.
MRI Index Quantifies Alzheimer’s Pattern to Predict Dementia Onset
A structural brain vulnerability index identifies early neurodegeneration and predicts conversion from mild cognitive impairment.
Imaging Score Predicts Survival in Node-Negative Esophageal Cancer
A temporal lymph node stratification score identifies high-risk patients who may benefit from adjuvant therapy after neoadjuvant treatment.
Risk-Weighted Impact Metric May Reduce Overtreatment of Incidental Aneurysms
A simulation study shows that accounting for the timing of adverse events preserves quality-adjusted life years compared to standard models.
Automated CT Analysis Predicts 90-Day Mortality in Subarachnoid Hemorrhage
A deep learning model using only admission imaging matches the accuracy of clinical scoring systems for predicting patient outcomes.
Bedside AI Analyzes EEG to Predict Cardiac Arrest Outcomes
A deep learning tool integrated into ICU monitors provides continuous prognostic trajectories for comatose patients within 36 hours.
TNM-9 Staging Shows Limited Prognostic Accuracy in Nasopharyngeal Carcinoma
A retrospective study finds the ninth edition TNM system lacks strong survival discrimination when patients receive PET/CT imaging.