Brain injury mobile diagnostic system: Applications in civilian medical service and on the battlefield-General concept and medical aspects.
Radoslaw KazmierskiPublished in: Journal of clinical ultrasound : JCU (2023)
To present the concept of a portable ultrasound tomography device for diagnosing traumatic and vascular brain lesions. The device consisting of multiple transcranial ultrasound probes placed on the surface of the head, specifically but not exclusively in natural acoustic windows. An integral part of the mobile diagnostic system (MDS) is a decision support system based on artificial intelligence algorithms utilizing information from: head images, laboratory data, and assessment of the patient's clinical condition. The MDS can significantly reduce the time from stroke onset to rtPA therapy in civilian medical services and support therapeutic and evacuation strategies in instances of brain and skull trauma on the battlefield.
Keyphrases
- brain injury
- artificial intelligence
- healthcare
- deep learning
- cerebral ischemia
- machine learning
- big data
- subarachnoid hemorrhage
- magnetic resonance imaging
- mental health
- white matter
- resting state
- primary care
- small molecule
- optic nerve
- spinal cord injury
- atrial fibrillation
- electronic health record
- case report
- stem cells
- convolutional neural network
- cell therapy
- bone marrow
- fluorescence imaging
- smoking cessation
- affordable care act
- replacement therapy