Publications by authors named "Minglin Yu"
Article Synopsis
- The study investigates how inflammatory cytokines relate to brain imaging in patients with depression, using MRI to analyze the whole brain.
- The research found specific correlations between certain cytokines (like interleukin-1, interleukin-6, and interferon-α) and brain regions, indicating how these cytokines might influence brain structure and function.
- Abnormal imaging features in the left pallidum were identified as potential biomarkers for depression, suggesting that inflammation in the brain could help distinguish between depressed patients and healthy individuals.
Identification of patients with internet gaming disorder via a radiomics-based machine learning model of subcortical structures in high-resolution T1-weighted MRI.
Prog Neuropsychopharmacol Biol Psychiatry
July 2024
Article Synopsis
- A study aimed to create a reliable model for diagnosing internet gaming disorder (IGD) using MRI data from 133 IGD patients and 110 healthy controls.
- Researchers extracted radiomic features from brain structures and tested various feature selection methods and classification algorithms to distinguish IGD patients from healthy individuals.
- A nomogram was developed combining radiomic data and clinical factors, showing strong performance metrics (AUCs up to 0.961) and suggesting it could effectively aid in the early detection of IGD.