AIMC Topic: Research Design

Clear Filters Showing 141 to 150 of 643 articles

A Convex Optimization Approach to Multi-Robot Task Allocation and Path Planning.

Sensors (Basel, Switzerland) May 26, 2023
In real-world applications, multiple robots need to be dynamically deployed to their appropriate locations as teams while the distance cost between robots and goals is minimized, which is known to be an NP-hard problem. In this paper, a new framework...
Neural Networks, Computer Computer Simulation Robotics Algorithms Research Design
View on PubMed DOI

Using machine learning to improve Q-matrix validation.

Behavior research methods May 25, 2023
The Q-matrix, which specifies the relationship between items and attributes, is a crucial component of cognitive diagnostic models (CDMs). A precisely specified Q-matrix allows for valid cognitive diagnostic assessments. In practice, a Q-matrix is us...
Psychometrics Humans Research Design Neural Networks, Computer Machine Learning Computer Simulation
View on PubMed DOI

Diagnostic performance of deep learning in infectious keratitis: a systematic review and meta-analysis protocol.

BMJ open May 10, 2023
INTRODUCTION: Infectious keratitis (IK) represents the fifth-leading cause of blindness worldwide. A delay in diagnosis is often a major factor in progression to irreversible visual impairment and/or blindness from IK. The diagnostic challenge is fur...
Artificial Intelligence Research Design Humans Sample Size Systematic Reviews as Topic Meta-Analysis as Topic Keratitis Deep Learning
View on PubMed DOI

Strengths and limitations of new artificial intelligence tool for rare disease epidemiology.

Journal of translational medicine Apr 30, 2023
The recent paper by Kariampuzha et al. describes an exciting application of artificial intelligence to rare disease epidemiology. The authors' AI model appears to offer a major leap over Orphanet, the resource which is often a "first stop" for basic ...
PubMed Rare Diseases Artificial Intelligence Research Design Humans
View on PubMed DOI

Simultaneous assessment and training of an upper-limb amputee using incremental machine-learning-based myocontrol: a single-case experimental design.

Journal of neuroengineering and rehabilitation Apr 7, 2023
BACKGROUND: Machine-learning-based myocontrol of prosthetic devices suffers from a high rate of abandonment due to dissatisfaction with the training procedure and with the reliability of day-to-day control. Incremental myocontrol is a promising appro...
Hand Electromyography Recovery of Function Functional Status Prosthesis Design Exercise Therapy Amputees Artificial Limbs Humans Machine Learning Research Design Reproducibility of Results
View on PubMed DOI

Benchmarking machine learning robustness in Covid-19 genome sequence classification.

Scientific reports Mar 13, 2023
The rapid spread of the COVID-19 pandemic has resulted in an unprecedented amount of sequence data of the SARS-CoV-2 genome-millions of sequences and counting. This amount of data, while being orders of magnitude beyond the capacity of traditional ap...
SARS-CoV-2 Research Design Machine Learning Genome, Viral Computer Simulation Sequence Analysis, RNA COVID-19 Viral Proteins
View on PubMed DOI

Computational design of clinical trials using a combination of simulation and the genetic algorithm.

CPT: pharmacometrics & systems pharmacology Mar 5, 2023
Artificial intelligence (AI) has come to be used in various technological fields in recent years. However, there have been no reports of AI-designed clinical trials. In this study, we tried to develop study designs by a genetic algorithm (GA), which ...
Artificial Intelligence Research Design Humans Child Computer Simulation
View on PubMed DOI

Bayesian Statistics for Medical Devices: Progress Since 2010.

Therapeutic innovation & regulatory science Mar 3, 2023
The use of Bayesian statistics to support regulatory evaluation of medical devices began in the late 1990s. We review the literature, focusing on recent developments of Bayesian methods, including hierarchical modeling of studies and subgroups, borro...
Bayes Theorem United States Food and Drug Administration United States Artificial Intelligence Humans Sample Size Research Design Child
View on PubMed DOI

Formulation and Characterization of Buccal Films Containing Valsartan with Additional Support from Image Analysis.

AAPS PharmSciTech Mar 3, 2023
The present study was aimed to the development and characterization of valsartan-containing buccal films with an introduction to a novel technique of image analysis. Visual inspection of the film provided a wealth of information that was difficult to...
Water Valsartan Image Processing, Computer-Assisted Neural Networks, Computer Research Design
View on PubMed DOI

Effect of multimodal comprehensive communication skills training with video analysis by artificial intelligence for physicians on acute geriatric care: a mixed-methods study.

BMJ open Mar 3, 2023
OBJECTIVES: To quantitatively analyse by artificial intelligence (AI) the communication skills of physicians in an acute care hospital for geriatric care following a multimodal comprehensive care communication skills training programme and to qualita...
Humans Artificial Intelligence Research Design Educational Status Communications Media Aged Communication
View on PubMed DOI
Popular Topics
Recent Journals