Three dimensional convolutional neural network-based automated detection of midline shift in traumatic brain injury cases from head computed tomography scans.
Deepak AgrawalSharwari JoshiVaibhav BahelLatha PoonamalleeAmit AgrawalPublished in: Journal of neurosciences in rural practice (2024)
An automated solution for screening the MLS can prove useful for neurosurgeons. The results are strong evidence that 3D CNN can assist clinicians in screening MLS cases in an emergency setting.
Keyphrases
- convolutional neural network
- computed tomography
- deep learning
- traumatic brain injury
- emergency department
- public health
- positron emission tomography
- magnetic resonance imaging
- machine learning
- healthcare
- palliative care
- contrast enhanced
- dual energy
- high throughput
- optic nerve
- loop mediated isothermal amplification
- image quality
- real time pcr
- quantum dots