AIMC Topic: Research Design

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Point-Of-Care low-field MRI in acute Stroke (POCS): protocol for a multicentric prospective open-label study evaluating diagnostic accuracy.

BMJ open Jan 31, 2024
INTRODUCTION: Fast and accurate diagnosis of acute stroke is crucial to timely initiate reperfusion therapies. Conventional high-field (HF) MRI yields the highest accuracy in discriminating early ischaemia from haemorrhages and mimics. Rapid access t...
Humans Point-of-Care Systems Multicenter Studies as Topic Artificial Intelligence Stroke Magnetic Resonance Imaging Research Design Prospective Studies
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Machine Learning and Health Science Research: Tutorial.

Journal of medical Internet research Jan 30, 2024
Machine learning (ML) has seen impressive growth in health science research due to its capacity for handling complex data to perform a range of tasks, including unsupervised learning, supervised learning, and reinforcement learning. To aid health sci...
Research Personnel Reinforcement, Psychology Humans Machine Learning Research Design
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Reproducible Reporting of the Collection and Evaluation of Annotations for Artificial Intelligence Models.

Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc Jan 28, 2024
This work puts forth and demonstrates the utility of a reporting framework for collecting and evaluating annotations of medical images used for training and testing artificial intelligence (AI) models in assisting detection and diagnosis. AI has uniq...
Research Design Prognosis Image Processing, Computer-Assisted Checklist Humans Artificial Intelligence
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Impact of study design on adenoma detection in the evaluation of artificial intelligence-aided colonoscopy: a systematic review and meta-analysis.

Gastrointestinal endoscopy Jan 24, 2024
BACKGROUND AND AIMS: Randomized controlled trials (RCTs) have reported that artificial intelligence (AI) improves endoscopic polyp detection. Different methodologies-namely, parallel and tandem designs-have been used to evaluate the efficacy of AI-as...
Colonoscopy Adenoma Colonic Neoplasms Colonic Polyps Humans Research Design Randomized Controlled Trials as Topic Artificial Intelligence Colorectal Neoplasms
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IUPHAR Review: New strategies for medications to treat substance use disorders.

Pharmacological research Jan 20, 2024
Substance use disorders (SUDs) and drug overdose are a public health emergency and safe and effective treatments are urgently needed. Developing new medications to treat them is expensive, time-consuming, and the probability of a compound progressing...
Pharmaceutical Preparations Nitrosamines Research Design Substance-Related Disorders Humans Artificial Intelligence
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Designing, validation and evaluation of the expert system of "Healthy Menopause" and assessing its effect on the management of menopause symptoms: an exploratory mixed method study protocol.

Reproductive health Jan 20, 2024
BACKGROUND: Menopause is a period of women's life that has the especial physical, psychological and social challenges. So provision of an effective, practical and affordable way for meeting women's related needs is important. In addition, women shoul...
Female Adult Middle Aged Humans Research Design Expert Systems Menopause Randomized Controlled Trials as Topic Review Literature as Topic Qualitative Research Health Status
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A checklist for reporting, reading and evaluating Artificial Intelligence Technology Enhanced Learning (AITEL) research in medical education.

Medical teacher Jan 16, 2024
Advances in Artificial Intelligence (AI) have led to AI systems' being used increasingly in medical education research. Current methods of reporting on the research, however, tend to follow patterns of describing an intervention and reporting on resu...
Education, Medical Checklist Research Design Learning Artificial Intelligence Humans Algorithms
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Automatic segmentation of ameloblastoma on ct images using deep learning with limited data.

BMC oral health Jan 9, 2024
BACKGROUND: Ameloblastoma, a common benign tumor found in the jaw bone, necessitates accurate localization and segmentation for effective diagnosis and treatment. However, the traditional manual segmentation method is plagued with inefficiencies and ...
Tomography, X-Ray Computed Deep Learning Ameloblastoma Humans Research Design
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An integration of hybrid MCDA framework to the statistical analysis of computer-based health monitoring applications.

Frontiers in public health Jan 8, 2024
The surge in computer-based health surveillance applications, leveraging technologies like big data analytics, artificial intelligence, and the Internet of Things, aims to provide personalized and streamlined medical services. These applications enco...
Computers Decision Support Techniques Research Design Health Personnel Humans Artificial Intelligence
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Relabeling for Indoor Localization Using Stationary Beacons in Nursing Care Facilities.

Sensors (Basel, Switzerland) Jan 5, 2024
In this study, we propose an augmentation method for machine learning based on relabeling data in caregiving and nursing staff indoor localization with Bluetooth Low Energy (BLE) technology. Indoor localization is used to monitor staff-to-patient ass...
Data Collection Recognition, Psychology Research Design Technology Humans Machine Learning
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