AIMC Topic: Evidence Gaps

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Research Gaps, Challenges, and Opportunities in Automated Insulin Delivery Systems.

Journal of diabetes science and technology Jul 1, 2025
BACKGROUND: Since the discovery of the life-saving hormone insulin in 1921 by Dr Frederick Banting in 1921, there have been many critical discoveries and technical breakthroughs that have enabled people living with type 1 diabetes (T1D) to live longe...
Diabetes Mellitus, Type 1 Hypoglycemic Agents Insulin Pancreas, Artificial Evidence Gaps Insulin Infusion Systems Blood Glucose Self-Monitoring Humans Blood Glucose Pregnancy
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Artificial intelligence technologies in bioprocess: Opportunities and challenges.

Bioresource technology Dec 9, 2022
Bioprocess control and optimization are crucial for tapping the metabolic potential of microorganisms, and which have made great progress in the past decades. Combination of the current control and optimization technologies with the latest computer-b...
Evidence Gaps Forecasting Artificial Intelligence Models, Theoretical
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Applied Machine Learning for IIoT and Smart Production-Methods to Improve Production Quality, Safety and Sustainability.

Sensors (Basel, Switzerland) Nov 25, 2022
Industrial IoT (IIoT) has revolutionized production by making data available to stakeholders at many levels much faster, with much greater granularity than ever before. When it comes to smart production, the aim of analyzing the collected data is usu...
Data Collection Industry Communication Machine Learning Evidence Gaps
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Guidelines and evaluation of clinical explainable AI in medical image analysis.

Medical image analysis Nov 17, 2022
Explainable artificial intelligence (XAI) is essential for enabling clinical users to get informed decision support from AI and comply with evidence-based medical practice. Applying XAI in clinical settings requires proper evaluation criteria to ensu...
Clinical Relevance Evidence Gaps Artificial Intelligence Benchmarking Humans
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A comprehensive survey of deep learning research on medical image analysis with focus on transfer learning.

Clinical imaging Nov 12, 2022
This survey aims to identify commonly used methods, datasets, future trends, knowledge gaps, constraints, and limitations in the field to provide an overview of current solutions used in medical image analysis in parallel with the rapid developments ...
Deep Learning Evidence Gaps Humans
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Research Gaps, Challenges, and Opportunities in Automated Insulin Delivery Systems.

Diabetes technology & therapeutics Jul 1, 2025
Since the discovery of the life-saving hormone insulin in 1921 by Dr. Frederick Banting in 1921, there have been many critical discoveries and technical breakthroughs that have enabled people living with type 1 diabetes (T1D) to live longer, healthie...
Pregnancy Female Humans Diabetes Mellitus, Type 1 Hypoglycemic Agents Insulin Blood Glucose Evidence Gaps Blood Glucose Self-Monitoring Insulin Infusion Systems Pancreas, Artificial
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Bridging Gaps with Generative AI: Enhancing Hypertension Monitoring Through Patient and Provider Insights.

Studies in health technology and informatics Aug 22, 2024
This study introduces a Generative Artificial Intelligence (GenAI) assistant designed to address key challenges in Remote Patient Monitoring (RPM) for hypertension. After a comprehensive needs assessment from clinicians and patients, we identified pi...
Patient Participation Evidence Gaps Needs Assessment Telemedicine Stakeholder Participation Physician-Patient Relations Hypertension Digital Health Health Knowledge, Attitudes, Practice Humans Natural Language Processing Monitoring, Physiologic Reproducibility of Results Surveys and Questionnaires Physicians
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