Automated intracranial hemorrhage detection in traumatic brain injury using 3D CNN.
Deepak AgrawalLatha PoonamalleeSharwari JoshiVaibhav BahelPublished in: Journal of neurosciences in rural practice (2023)
Our study reveals that the automated screening tool exhibits a commendable level of accuracy and sensitivity in detecting ICH from the head CT scans. The results indicate that the 3D CNN approach has a potential for further exploring the TBI-related pathologies.
Keyphrases
- traumatic brain injury
- deep learning
- computed tomography
- convolutional neural network
- machine learning
- high throughput
- optic nerve
- dual energy
- contrast enhanced
- severe traumatic brain injury
- magnetic resonance imaging
- image quality
- magnetic resonance
- loop mediated isothermal amplification
- climate change
- mild traumatic brain injury