Objective triaging of traumatic brain injury patients with a novel machine learning powered near-infrared spectroscopy-based biomarker at different time-intervals post injury

Sumit Raj; Radha Sarawagi Gupta; Rajesh Malik; Md Yunus; Pradeep Chouksey; Adesh Shrivastav; Manoj Nagar; Amit Agrawal

doi:10.1016/j.wnsx.2024.100304

Objective triaging of traumatic brain injury patients with a novel machine learning powered near-infrared spectroscopy-based biomarker at different time-intervals post injury

World Neurosurg X. 2024 Feb 22:22:100304. doi: 10.1016/j.wnsx.2024.100304. eCollection 2024 Apr.

Authors

Sumit Raj¹, Radha Sarawagi Gupta², Rajesh Malik², Md Yunus³, Pradeep Chouksey¹, Adesh Shrivastav¹, Manoj Nagar³, Amit Agrawal¹

Affiliations

¹ Department of Neurosurgery, All India Institute of Medical Sciences, Saket Nagar, Bhopal 462020, Madhya Pradesh India.
² Department of Radiodiagnosis, All India Institute of Medical Sciences, Saket Nagar, Bhopal 462020, Madhya Pradesh India.
³ Department of Trauma and Emergency Medicine, All India Institute of Medical Sciences, Saket Nagar, Bhopal 462020, Madhya Pradesh India.

No abstract available

Keywords: Intracranial hemorrhage; Machine learning; Near infrared; Non-invasive detection; Objective assessment; Rapid detection; Traumatic brain injury.