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Post-stroke epilepsy: From clinical predictors to possible mechanisms
Background Stroke is the most common cause of newly diagnosed epilepsy in the elderly,
ahead of degenerative disorders, brain tumors, and head trauma. Stroke accounts for 30 …
ahead of degenerative disorders, brain tumors, and head trauma. Stroke accounts for 30 …
Predicting long-term outcomes for acute ischemic stroke using multi-model MRI radiomics and clinical variables
Purpose The objective of this study was to create and validate a novel prediction model that
incorporated both multi-modal radiomics features and multi-clinical features, with the aim of …
incorporated both multi-modal radiomics features and multi-clinical features, with the aim of …
A review of handcrafted and deep radiomics in neurological diseases: transitioning from oncology to clinical neuroimaging
Medical imaging technologies have undergone extensive development, enabling non-
invasive visualization of clinical information. The traditional review of medical images by …
invasive visualization of clinical information. The traditional review of medical images by …
An interpretable artificial intelligence model based on CT for prognosis of intracerebral hemorrhage: a multicenter study
H Zhang, YF Yang, XL Song, HJ Hu, YY Yang… - BMC Medical …, 2024 - Springer
Objectives To develop and validate a novel interpretable artificial intelligence (AI) model that
integrates radiomic features, deep learning features, and imaging features at multiple …
integrates radiomic features, deep learning features, and imaging features at multiple …
Predictive models for secondary epilepsy in patients with acute ischemic stroke within one year
J Liu, H He, Y Wang, J Du, K Liang, J Xue, Y Liang… - eLife, 2024 - elifesciences.org
Background: Post-stroke epilepsy (PSE) is a critical complication that worsens both
prognosis and quality of life in patients with ischemic stroke. An interpretable machine …
prognosis and quality of life in patients with ischemic stroke. An interpretable machine …
Editorial comment on “Development and validation of a novel radiomics-clinical model for predicting post-stroke epilepsy after first-ever intracerebral haemorrhage”
Epileptic seizures are a common complication of stroke, especially in intracerebral
haemorrhage (ICH). Post-stroke epilepsy (PSE) is typically defined as unprovoked seizures …
haemorrhage (ICH). Post-stroke epilepsy (PSE) is typically defined as unprovoked seizures …
Comparisons among radiologist, MR findings and radiomics-clinical models in predicting placenta accreta spectrum disorders: a multicenter study
C Guo, S Guo, C He, X Zhang, D Han, H Tan… - Archives of Gynecology …, 2025 - Springer
Objective To assess and compare the diagnostic accuracy of radiologist, MR findings, and
radiomics-clinical models in the diagnosis of placental implantation disorders. Methods …
radiomics-clinical models in the diagnosis of placental implantation disorders. Methods …
[HTML][HTML] An automatic deep-learning approach for the prediction of post-stroke epilepsy after an initial intracerebral hemorrhage based on non-contrast computed …
Z Wang, H Xu, J Liu, R Lin, D He… - … Imaging in Medicine …, 2025 - qims.amegroups.org
Background: Post-stroke epilepsy (PSE) is a common and significant complication that often
occurs after stroke, and affects patients' prognosis and overall quality of life. In recent years …
occurs after stroke, and affects patients' prognosis and overall quality of life. In recent years …
Predictive models for secondary epilepsy within 1 year in patients with acute ischemic stroke: a multicenter retrospective study
J Liu, H He, Y Wang, J Du, K Liang, J Xue, Y Liang… - medRxiv, 2024 - medrxiv.org
Objective Post-stroke epilepsy (PSE) is a significant complication that has a negative impact
on the prognosis and quality of life of ischemic stroke patients. We collected medical records …
on the prognosis and quality of life of ischemic stroke patients. We collected medical records …
[HTML][HTML] Risk Evaluation and Management of Post-Stroke Epilepsy
Seizure is an important complication following ischemic or hemorrhagic stroke in older
adults. Post-stroke seizure can be classified as early or late according to the onset time after …
adults. Post-stroke seizure can be classified as early or late according to the onset time after …