AIMC Topic: Reproducibility of Results

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Fully automated measurement of paediatric cerebral palsy pelvic radiographs with BoneFinder : external validation using a national surveillance database.

The bone & joint journal Jul 1, 2025
AIMS: BoneFinder is a machine-learning tool that can automatically calculate Reimers migration percentage (RMP) and head-shaft angle (HSA) from paediatric cerebral palsy (CP) pelvic radiographs. This study's primary aim was to compare BoneFinder's fu...
Female Reproducibility of Results Male Humans Machine Learning Databases, Factual Child Pelvic Bones Radiography Cerebral Palsy Infant Adolescent Child, Preschool
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Proposal for Using AI to Assess Clinical Data Integrity and Generate Metadata: Algorithm Development and Validation.

JMIR medical informatics Jun 30, 2025
BACKGROUND: Evidence-based medicine combines scientific research, clinical expertise, and patient preferences to enhance the patient outcomes and improve health care quality. Clinical data are crucial in aligning medical decisions with evidence-based...
Humans Reproducibility of Results Data Accuracy Metadata Artificial Intelligence Machine Learning Algorithms
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AI-augmented differential diagnosis of granulomatous rosacea and lupus miliaris disseminatus faciei: A 23-year retrospective pilot study.

PloS one Jun 30, 2025
Granulomatous rosacea (GR) and lupus miliaris disseminatus faciei (LMDF) exhibit overlapping clinical features, making their differentiation challenging. While histopathological examination remains the gold standard, it is invasive and time-consuming...
Humans Young Adult Adult Female Diagnosis, Differential Reproducibility of Results Male Neural Networks, Computer Middle Aged Aged Rosacea Artificial Intelligence Pilot Projects Retrospective Studies
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Analyzing Patient Complaints in Web-Based Reviews of Private Hospitals in Selangor, Malaysia, Using Large Language Model-Assisted Content Analysis: Mixed Methods Study.

JMIR formative research Jun 27, 2025
BACKGROUND: Large language model (LLM)-assisted content analysis (LACA) is a modification of traditional content analysis, leveraging the LLM to codevelop codebooks and automatically assign thematic codes to a web-based reviews dataset.
Patient Satisfaction Large Language Models Hospitals, Private Malaysia Natural Language Processing Internet Humans Reproducibility of Results
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International ophthalmology Jun 27, 2025
UNLABELLED: Early detection of glaucoma represents a vital factor in securing vision while the disease retains its position as one of the central causes of blindness worldwide. The current glaucoma screening strategies with expert interpretation depe...
Fundus Oculi Optic Disk Algorithms Reproducibility of Results Intraocular Pressure Humans Neural Networks, Computer Glaucoma
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Large Language Model-Assisted Risk-of-Bias Assessment in Randomized Controlled Trials Using the Revised Risk-of-Bias Tool: Usability Study.

Journal of medical Internet research Jun 24, 2025
BACKGROUND: The revised Risk-of-Bias tool (RoB2) overcomes the limitations of its predecessor but introduces new implementation challenges. Studies demonstrate low interrater reliability and substantial time requirements for RoB2 implementation. Larg...
Randomized Controlled Trials as Topic Bias Humans Large Language Models Language Reproducibility of Results Risk Assessment
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Inflammation-related 5-hydroxymethylation signatures as markers for clinical presentations of coronary artery disease.

Cardiovascular diabetology Jun 23, 2025
BACKGROUND: Coronary angiography remains the gold standard for diagnosing coronary artery disease (CAD), but its invasive nature limits its applicability for widespread screening. Identifying non-invasive molecular markers could improve CAD classific...
Humans Machine Learning Biomarkers Reproducibility of Results 5-Methylcytosine Aged Prognosis Female DNA Methylation Coronary Artery Disease Cell-Free Nucleic Acids Predictive Value of Tests Severity of Illness Index Male Inflammation Mediators Non-ST Elevated Myocardial Infarction ST Elevation Myocardial Infarction Middle Aged Epigenesis, Genetic Risk Assessment Inflammation
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Test-retest reliability of kinematic and EEG low-beta spectral features in a robot-based arm movement task.

Biomedical physics & engineering express Jun 18, 2025
Low-beta (L, 13-20 Hz) power plays a key role in upper-limb motor control and afferent processing, making it a strong candidate for a neurophysiological biomarker. We investigate the test-retest reliability of Lpower and kinematic features from a rob...
Robotics Humans Electroencephalography Movement Female Arm Adult Reproducibility of Results Biomechanical Phenomena Young Adult Male
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Evaluating the readability, quality, and reliability of responses generated by ChatGPT, Gemini, and Perplexity on the most commonly asked questions about Ankylosing spondylitis.

PloS one Jun 18, 2025
Ankylosing spondylitis (AS), which usually occurs in the second and third decades of life, is associated with chronic pain, limitation of mobility, and severe decreases in quality of life. This study aimed to make a comparative evaluation in terms of...
Comprehension Spondylitis, Ankylosing Surveys and Questionnaires Generative Artificial Intelligence Humans Internet Artificial Intelligence Reproducibility of Results
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Recent Advancements in Wearable Hydration-Monitoring Technologies: Scoping Review of Sensors, Trends, and Future Directions.

JMIR mHealth and uHealth Jun 13, 2025
BACKGROUND: Monitoring hydration is crucial for maintaining health and preventing dehydration. Despite the potential of wearable devices for continuous hydration monitoring, health research hasn't fully explored this application, and clear design gui...
Humans Wearable Electronic Devices Dehydration Reproducibility of Results Monitoring, Physiologic
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