AIMC Topic: Checklist

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The NERVE-ML (neural engineering reproducibility and validity essentials for machine learning) checklist: ensuring machine learning advances neural engineering.

Journal of neural engineering Mar 27, 2025
Machine learning's (MLs) ability to capture intricate patterns makes it vital in neural engineering research. With its increasing use, ensuring the validity and reproducibility of ML methods is critical. Unfortunately, this has not always been the ca...
Machine Learning Reproducibility of Results Checklist Humans
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AI for glaucoma, Are we reporting well? a systematic literature review of DECIDE-AI checklist adherence.

Eye (London, England) Feb 18, 2025
BACKGROUND/OBJECTIVES: This systematic literature review examines the quality of early clinical evaluation of artificial intelligence (AI) decision support systems (DSS) reported in glaucoma care. Artificial Intelligence applications within glaucoma ...
Glaucoma Artificial Intelligence Decision Support Systems, Clinical Humans Checklist
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Using artificial intelligence to semi-automate trustworthiness assessment of randomized controlled trials: a case study.

Journal of clinical epidemiology Jan 17, 2025
BACKGROUND AND OBJECTIVE: Randomized controlled trials (RCTs) are the cornerstone of evidence-based medicine. Unfortunately, not all RCTs are based on real data. This serious breach of research integrity compromises the reliability of systematic revi...
Randomized Controlled Trials as Topic Reproducibility of Results Humans Checklist Trust Artificial Intelligence
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Developing a simplified measure to predict the risk of autism spectrum disorders: Abbreviating the M-CHAT-R using a machine learning approach in China.

Psychiatry research Jan 3, 2025
BACKGROUND: Early screening for autism spectrum disorder (ASD) is crucial, yet current assessment tools in Chinese primary child care are limited in efficacy.
Checklist Risk Factors Male China Child, Preschool Infant Machine Learning Humans Autism Spectrum Disorder Female
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QUAIDE - Quality assessment of AI preclinical studies in diagnostic endoscopy.

Gut Dec 10, 2024
Artificial intelligence (AI) holds significant potential for enhancing quality of gastrointestinal (GI) endoscopy, but the adoption of AI in clinical practice is hampered by the lack of rigorous standardisation and development methodology ensuring ge...
Humans Artificial Intelligence Delphi Technique Consensus Endoscopy, Gastrointestinal Research Design Animals Checklist
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Machine learning models including patient-reported outcome data in oncology: a systematic literature review and analysis of their reporting quality.

Journal of patient-reported outcomes Nov 5, 2024
PURPOSE: To critically examine the current state of machine learning (ML) models including patient-reported outcome measure (PROM) scores in cancer research, by investigating the reporting quality of currently available studies and proposing areas of...
Checklist Patient Reported Outcome Measures Medical Oncology Humans Reproducibility of Results Neoplasms Machine Learning
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Generative artificial intelligence and ethical considerations in health care: a scoping review and ethics checklist.

The Lancet. Digital health Sep 17, 2024
The widespread use of Chat Generative Pre-trained Transformer (known as ChatGPT) and other emerging technology that is powered by generative artificial intelligence (GenAI) has drawn attention to the potential ethical issues they can cause, especiall...
Checklist Artificial Intelligence Delivery of Health Care Humans
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The simplification of the symptom Checklist-90 scale utilizing machine learning techniques.

Journal of affective disorders Aug 28, 2024
The Symptom Checklist-90 (SCL-90), widely utilized for psychological assessments, faces challenges due to its extensive nature. Streamlining the SCL-90 is essential in order to enhance its practicality without compromising its broad applicability acr...
Checklist Humans Sensitivity and Specificity Machine Learning Male Reproducibility of Results Young Adult Psychometrics Algorithms Psychiatric Status Rating Scales Adolescent Adult Female
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An abbreviated Chinese dyslexia screening behavior checklist for primary school students using a machine learning approach.

Behavior research methods Jul 29, 2024
To increase early identification and intervention of dyslexia, a prescreening instrument is critical to identifying children at risk. The present work sought to shorten and validate the 30-item Mandarin Dyslexia Screening Behavior Checklist for Prima...
Schools Checklist Dyslexia Child Mass Screening Female East Asian People Humans Students Reproducibility of Results Machine Learning China Male
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Consolidated Health Economic Evaluation Reporting Standards for Interventions That Use Artificial Intelligence (CHEERS-AI).

Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research May 23, 2024
OBJECTIVES: Economic evaluations (EEs) are commonly used by decision makers to understand the value of health interventions. The Consolidated Health Economic Evaluation Reporting Standards (CHEERS 2022) provide reporting guidelines for EEs. Healthcar...
Cost-Benefit Analysis Economics, Medical Checklist Artificial Intelligence Delphi Technique Surveys and Questionnaires Humans Consensus
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