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Deep learning based decision-making and outcome prediction for adolescent idiopathic scoliosis patients with posterior surgery.
Sci Rep
January 2025
Department of Orthopedics, Shanghai Changhai Hospital, Shanghai, 200433, China.
With the emergence of numerous classifications, surgical treatment for adolescent idiopathic scoliosis (AIS) can be guided more effectively. However, surgical decision-making and optimal strategies still lack standardization and personalized customization. Our study aims to devise proper deep learning (DL) models that incorporate key factors influencing surgical outcomes on the coronal plane in AIS patients to facilitate surgical decision-making and predict surgical results for AIS patients.
View Article and Find Full Text PDFInfluence of alexithymia severity in the healthy population on the susceptibility to false interoceptive feedback.
Front Psychol
January 2025
Department of Physical Therapy, Niigata University of Health and Welfare, Niigata, Japan.
Alexithymia is a psychological trait characterized by difficulty expressing emotions. Previous studies reported that individuals with higher alexithymia have a decreased sense of interoception, which is the sense of monitoring and controlling internal organs. Thus, we hypothesized that internal organ activity (cardiac activities in the present study) was easily affected by false feedback in individuals with severe alexithymia.
View Article and Find Full Text PDFCerebral Microbleeds and Amyloid Pathology Estimates From the Amyloid Biomarker Study.
JAMA Netw Open
January 2025
Alzheimer Center Limburg, Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands.
Importance: Baseline cerebral microbleeds (CMBs) and APOE ε4 allele copy number are important risk factors for amyloid-related imaging abnormalities in patients with Alzheimer disease (AD) receiving therapies to lower amyloid-β plaque levels.
Objective: To provide prevalence estimates of any, no more than 4, or fewer than 2 CMBs in association with amyloid status, APOE ε4 copy number, and age.
Design, Setting, And Participants: This cross-sectional study used data included in the Amyloid Biomarker Study data pooling initiative (January 1, 2012, to the present [data collection is ongoing]).
Association between healthy lifestyle choices and mental health among students: a cross sectional study.
BMC Public Health
January 2025
Huazhong University of Science and Technology Hospital, Luoyu Road 1037, Wuhan, Hubei, 430074, China.
Background: The prevalence of mental health problems among college students, both domestically and internationally, has emerged as a significant public health concern. College students are in a period of transition to independent living. Adopting a healthy lifestyle can have advantageous effects on their overall well-being.
View Article and Find Full Text PDFEvaluation of a mentorship matchmaking event at an academic research institution to reinforce the scientific workforce pathway for underrepresented minority groups.
BMC Med Educ
January 2025
Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA.
Background: Mentorship and research experiences are crucial for STEMM career entry and advancement. However, systemic barriers have excluded people from historically underrepresented groups.
Methods: In 2021, a virtual "matchmaking event" was held to connect NIH-funded research mentors with historically underrepresented trainees and initiate mentored research experiences.
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