AIMC Topic: United States
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Incorporating machine learning and statistical methods to address maternal healthcare disparities in US: A systematic review.
International journal of medical informatics
Aug 1, 2025
BACKGROUND: Maternal health disparities are recognized as a significant public health challenge, with pronounced disparities evident across racial, socioeconomic, and geographic dimensions. Although healthcare technologies have advanced, these dispar...
Prediction of first attempt of suicide in early adolescence using machine learning.
Journal of affective disorders
Aug 1, 2025
BACKGROUND: Suicide is the second leading cause of death among early adolescents, yet the first onset of suicide attempts during this critical developmental period remains poorly understood. This study aimed to identify key characteristics associated...
Machine learning-driven risk prediction and feature identification for major depressive disorder and its progression: an exploratory study based on five years of longitudinal data from the US national health survey.
Journal of affective disorders
Jul 15, 2025
BACKGROUND: Major depressive disorder (MDD) presents significant public health challenges due to its increasing prevalence and complex risk factors. This study systematically analyzed data from 2019 to 2023 to explore trends in MDD incidence, symptom...
Navigating FDA Regulations for the Development of Artificial Intelligence Technologies in Plastic Surgery.
Aesthetic surgery journal
Jul 15, 2025
Artificial intelligence (AI) technologies are rapidly transforming the field of plastic surgery, offering new opportunities for improving patient outcomes through enhanced diagnostic capabilities, personalized treatment planning, and outcome predicti...
Non-traditional socio-environmental and geospatial determinants of Alzheimer's disease-related dementia mortality.
The Science of the total environment
Jul 1, 2025
IMPORTANCE: Recent data point to the impact of non-traditional environmental and social factors on Alzheimer's Disease-Related Dementias (ADRD) mortality. Our study aimed to determine the extent to which antecedent air pollution, social vulnerability...
Evaluating Algorithmic Approaches to Uncover Racial, Ethnic, and Gender Disparities in Scientific Authorship.
American journal of public health
Jul 1, 2025
To explore the capabilities of race/ethnicity and gender prediction algorithms in uncovering patterns of authorship distribution in scientific paper submissions to a major peer-reviewed scientific journal (), we analyzed 17 667 manuscript submissions...
Adoption of artificial intelligence in healthcare: survey of health system priorities, successes, and challenges.
Journal of the American Medical Informatics Association : JAMIA
Jul 1, 2025
IMPORTANCE: The US healthcare system faces significant challenges, including clinician burnout, operational inefficiencies, and concerns about patient safety. Artificial intelligence (AI), particularly generative AI, has the potential to address thes...
Machine learning risk-prediction model for in-hospital mortality in Takotsubo cardiomyopathy.
International journal of cardiology
Jul 1, 2025
BACKGROUND: Takotsubo cardiomyopathy (TC) is an acute heart failure syndrome characterized by transient left ventricular dysfunction, often triggered by stress. Data on risk scores predicting mortality in TC is sparse. We developed a machine-learning...
[Analysis of the global registration status of clinical trials for artificial intelligence medical device].
Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi
Jun 25, 2025
The rapid development of artificial intelligence technology is driving profound changes in medical practice, particularly in the field of medical device application. Based on data from the U.S. clinical trials registry, this study analyzes the global...
[Analysis of the global competitive landscape in artificial intelligence medical device research].
Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi
Jun 25, 2025
The objective of this study is to map the global scientific competitive landscape in the field of artificial intelligence (AI) medical devices using scientific data. A bibliometric analysis was conducted using the Web of Science Core Collection to ex...
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