A Clinical and Imaging Fused Deep Learning Model Matches Expert Clinician Prediction of 90-Day Stroke Outcomes.
Yongkai LiuPreya ShahYannan YuJai HorseyJiahong OuyangBin JiangGuang YangNicholas J LeeperMargy E McCullough-HicksStephen M HugdalMax WintermarkPatrik MichelDavid S LiebeskindMaarten G LansbergGregory W AlbersGreg ZaharchukPublished in: AJNR. American journal of neuroradiology (2024)
A deep learning method using acute clinical and imaging data for long-term functional outcome prediction in patients with acute ischemic stroke, the DLPD, was noninferior to that of clinical readers.
Keyphrases
- deep learning
- acute ischemic stroke
- high resolution
- machine learning
- atrial fibrillation
- liver failure
- respiratory failure
- skeletal muscle
- extracorporeal membrane oxygenation
- photodynamic therapy
- brain injury
- blood brain barrier
- weight loss
- subarachnoid hemorrhage
- acute respiratory distress syndrome
- mechanical ventilation