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ds-FCRN: three-dimensional dual-stream fully convolutional residual networks and transformer-based global-local feature learning for brain age prediction.
Brain Struct Funct
January 2025
Department of Biomedical Engineering, College of Chemistry and Life Sciences, Beijing University of Technology, Beijing, 100124, China.
The brain undergoes atrophy and cognitive decline with advancing age. The utilization of brain age prediction represents a pioneering methodology in the examination of brain aging. This study aims to develop a deep learning model with high predictive accuracy and interpretability for brain age prediction tasks.
View Article and Find Full Text PDFSymptomatic Accessory Navicular Treated With Endoscopic Accessory Navicular and Partial Navicular Resection.
Foot Ankle Int
January 2025
Center for Foot and Ankle Surgery, Department of Orthopedic Surgery, Yashio Central General Hospital, Saitama, Japan.
Background: This study aims to report the results of the patients with symptomatic accessory navicular (AN) who underwent endoscopic AN and partial navicular resection.
Methods: The medical records of patients with type 2 symptomatic AN who underwent the aforementioned surgery at our hospital from November 2019 to May 2022 with a follow-up of >2 years were reviewed. Data on clinical, radiographic, and patient-reported outcomes were obtained.
The potential of MRI radiomics based on extrapulmonary metastases in predicting EGFR mutations: a systematic review and meta-analysis.
Biomed Eng Online
January 2025
Department of Medical Ultrasound, Maoming People's Hospital, Maoming, Guangdong, 525011, People's Republic of China.
Background: Epidermal growth factor receptor (EGFR) gene mutations can lead to distant metastasis in non-small cell lung cancer (NSCLC). When the primary NSCLC lesions are removed or cannot be sampled, the EGFR status of the metastatic lesions are the potential alternative method to reflect EGFR mutations in the primary NSCLC lesions. This review aimed to evaluate the potential of magnetic resonance imaging (MRI) radiomics based on extrapulmonary metastases in predicting EGFR mutations through a systematic reviews and meta-analysis.
View Article and Find Full Text PDFAlterations in whole muscle quality and physiological cross-sectional area measured with quantitative MRI following ACL injury.
J Transl Med
January 2025
Department of Physical Therapy, University of Kentucky, 900 S Limestone, Lexington, KY, 40536-0284, USA.
Background: Emerging evidence suggests that there are morphological and physiological changes to the vastus lateralis after an anterior cruciate ligament (ACL) tear. However, it is unclear whether these alterations are limited to just the vastus lateralis or are more representative of widespread changes across the thigh musculature and/or if these changes precede reconstruction. The purpose of this study was to determine T1ρ relaxation time, a measure of extracellular matrix organization in muscle, and physiological cross-sectional area (PCSA) for muscles of the quadriceps and hamstrings of the ACL-deficient and contralateral limbs soon after ACL injury.
View Article and Find Full Text PDFPrenatal inflammation impairs early CD11c-positive microglia induction and delays myelination in neurodevelopmental disorders.
Commun Biol
January 2025
Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, Nagoya, Japan.
Histological chorioamnionitis (HCA) is a form of maternal immune activation (MIA) linked to an increased risk of neurodevelopmental disorders in offspring. Our previous study identified neurodevelopmental impairments in an MIA mouse model mimicking HCA. Thus, this study investigated the role of CD11c microglia, key contributors to myelination through IGF-1 production, in this pathology.
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