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
- atrial fibrillation
- type diabetes
- machine learning
- liver failure
- artificial intelligence
- electronic health record
- photodynamic therapy
- convolutional neural network
- mass spectrometry
- hepatitis b virus
- brain injury
- insulin resistance
- subarachnoid hemorrhage
- weight loss