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Standard observation plane annotation for diagnosis of ossicular chain in the temporal bone CT images.
Med Biol Eng Comput
January 2025
Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, 100050, China.
Temporal bone CT is an essential technique for diagnosing ossicular chain trauma, and the location of standard observation planes (SOP) is the foundation of imaging diagnosis. The ossicular chain is small in volume, and there are about 11 standard observation planes for ossicular chain diagnosis, so it is a professional and time-consuming task to label SOPs accurately. An automatic annotation method of SOP is proposed.
View Article and Find Full Text PDFA brain-computer interface system for lower-limb exoskeletons based on motor imagery and stacked ensemble approach.
Rev Sci Instrum
January 2025
Shenyang Bluewisdom Technology Co., Ltd., Shenyang, Liaoning Province 110623, China.
Existing lower limb exoskeletons (LLEs) have demonstrated a lack of sufficient patient involvement during rehabilitation training. To address this issue and better incorporate the patient's motion intentions, this paper proposes an online brain-computer interface (BCI) system for LLE based motor imagery and stacked ensemble. The establishment of this online BCI system enables a comprehensive closed-loop control process, which includes the collection and decoding of brain signals, robotic control, and real-time feedback mechanisms.
View Article and Find Full Text PDFExertional Compartment Syndrome Strategies for Evaluation and Management.
Clin J Sport Med
January 2025
Memorial Care Long Beach Medical Center, Long Beach, California.
Objective: The exertional compartment syndrome (ECS) is often a delayed diagnosis. Compartment pressure measurements (CPM) confirm the diagnosis. Herein we present our algorithm for the evaluation and management (E&M) of ECS.
View Article and Find Full Text PDFThe Multicentre Acute ischemic stroke imaGIng and Clinical data (MAGIC) repository: rationale and blueprint.
Front Neuroinform
January 2025
Department of Neurology, University Hospital Zurich, Zurich, Switzerland.
Purpose: The Multicentre Acute ischemic stroke imaGIng and Clinical data (MAGIC) repository is a collaboration established in 2024 by seven stroke centres in Europe. MAGIC consolidates clinical and radiological data from acute ischemic stroke (AIS) patients who underwent endovascular therapy, intravenous thrombolysis, a combination of both, or conservative management.
Participants: All centres ensure accuracy and completeness of the data.
A data-driven machine learning algorithm to predict the effectiveness of inulin intervention against type II diabetes.
Front Nutr
January 2025
School of Life Science and Technology, Wuhan Polytechnic University, Wuhan, China.
Introduction: The incidence of type 2 diabetes mellitus (T2DM) has increased in recent years. Alongside traditional pharmacological treatments, nutritional therapy has emerged as a crucial aspect of T2DM management. Inulin, a fructan-type soluble fiber that promotes the growth of probiotic species like and , is commonly used in nutritional interventions for T2DM.
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