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
- positron emission tomography
- emergency department
- public health
- magnetic resonance imaging
- machine learning
- palliative care
- magnetic resonance
- label free
- loop mediated isothermal amplification
- image quality
- pet ct
- sensitive detection