AIMC Topic: 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...
Image Processing, Computer-Assisted Checklist Research Design Prognosis 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...
Research Design Colorectal Neoplasms Colonoscopy Adenoma Colonic Polyps Randomized Controlled Trials as Topic Humans Colonic Neoplasms Artificial Intelligence
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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...
Middle Aged Qualitative Research Female Adult Review Literature as Topic Expert Systems Health Status Randomized Controlled Trials as Topic Humans Research Design Menopause
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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...
Artificial Intelligence Research Design Algorithms Learning Humans Education, Medical Checklist
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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 Humans Research Design Ameloblastoma
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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 Humans Research Design Artificial Intelligence Health Personnel
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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...
Machine Learning Humans Research Design Data Collection Technology Recognition, Psychology
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DMGL-MDA: A dual-modal graph learning method for microbe-drug association prediction.

Methods (San Diego, Calif.) Jan 4, 2024
The interaction between human microbes and drugs can significantly impact human physiological functions. It is crucial to identify potential microbe-drug associations (MDAs) before drug administration. However, conventional biological experiments to ...
Neural Networks, Computer Research Design Benchmarking Humans
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Machine learning application for prediction of surgical site infection after posterior cervical surgery.

International wound journal Dec 28, 2023
Surgical site infection (SSI) is one of the most common complications of posterior cervical surgery. It is difficult to diagnose in the early stage and may lead to severe consequences such as wound dehiscence and central nervous system infection. Thi...
Child Surgical Wound Infection Research Design Retrospective Studies Humans Machine Learning
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