Neurology

Latest AI and machine learning research in neurology for healthcare professionals.

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Cerebral blood flow and modern approaches for clinical assessment & monitoring: a view to the future.

Cerebral blood flow (CBF) is under homeostatic control via cerebral autoregulation, maintaining a co...

Dec 2025 41403179
Development and validation of a deep learning-based automatic segmentation and classification of cerebral white matter hyperintensities.

OBJECTIVES: White matter hyperintensities (WMH) represent neuroimaging markers of cerebral small ves...

Dec 2025 41398110
Efficacy and comparative performance of machine learning models for stroke risk prediction in hypertensive patients: A systematic review and meta-analysis.

BACKGROUND: Stroke poses a significant health burden among hypertensive patients, where traditional ...

Dec 2025 41550126
A subject-based association network defines new pediatric sleep apnea phenotypes with different odds of recovery after treatment.

BACKGROUND AND OBJECTIVES: Timely treatment of pediatric obstructive sleep apnea (OSA) can prevent o...

(1)
Dec 2025 41411777
Optimising Sleep Stage Detection Using a Minimal Non-EEG Physiological Signal Set and Deep Learning.

Automatic sleep stage classification is essential for enabling non-invasive, at-home monitoring. How...

Dec 2025 41391449
Neuroanatomical-based machine learning prediction of Alzheimer's Disease across sex and age.

Alzheimer's Disease (AD) is a progressive neurodegenerative disorder characterized by cognitive decl...

Dec 2025 41401892
A review of deep learning techniques in Alzheimer's disease with emphasis on data tools and transfer learning.

Alzheimer's disease (AD) is a significant neurological condition that is marked by the gradual decli...

Dec 2025 41401894
Brain connectivity predict surgical outcomes of low-grade epilepsy-associated neuroepithelial tumors.

OBJECTIVE: Low-grade epilepsy-associated neuroepithelial tumors (LEATs) often cause drug-resistant e...

Dec 2025 41421050
Mind the Gap! What do people with epilepsy want to know?

BACKGROUND: There is little research about the questions asked by people with epilepsy, and how thes...

Dec 2025 41389470
The Influence of Sport Representation and Attitudes Toward Strength Training on Neuromuscular Performance Profiles in University Athletes: Part II Male Athletes.

McClean, ZJ, da Silva Torres, R, Herzog, W, Pasanen, K, Lun, V, and Jordan, MJ. The influence of spo...

(2)
Dec 2025 41384801
Effect of a Robot Pet Companion on the Mood of Older Adults Receiving Family Caregiver Support: Pilot RCT.

BACKGROUND AND OBJECTIVES: Use of companion robot pets to reduce social isolation and loneliness in ...

Dec 2025 41478790
mModPoEs: Multimodal posture estimation and feedback-driven correction of load-bearing human movements using wearable sensors and computer vision.

OBJECTIVE: Improper spinal posture during activities of daily living such as seated posture, upright...

Dec 2025 41492323
Cognitive training effects are shaped more by individual brain dynamics than age-evidence from younger and older women.

Given the well-established structural and functional changes in the aging brain, it is widely assume...

Dec 2025 41379287
Toward AI-Powered Neurovascular Intervention: From Imaging to XR-Robotic Convergence.

Stroke remains a leading cause of mortality and long-term disability worldwide, where rapid diagnosi...

Dec 2025 41376583
Enzyme-based biosensors: emerging tools for advanced biomedical applications.

Proteins and enzymes are fundamental elements for the correct regulation of cell metabolism and thei...

Dec 2025 41389693
Development and multicenter validation of a machine learning model for postoperative sepsis risk in critically Ill traumatic spinal injury patients.

OBJECTIVE: To develop and validate a machine learning model for postoperative sepsis in critically i...

Dec 2025 41389427
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