AIMC Topic: Research Design

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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 ...
Benchmarking Humans Neural Networks, Computer Research Design
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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...
Surgical Wound Infection Retrospective Studies Child Research Design Humans Machine Learning
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CRPU-NET: a deep learning model based semantic segmentation for the detection of colorectal polyp in lower gastrointestinal tract.

Biomedical physics & engineering express Dec 27, 2023
. The objectives of the proposed work are twofold. Firstly, to develop a specialized light weight CRPU-Net for the segmentation of polyps in colonoscopy images. Secondly, to conduct a comparative analysis of the performance of CRPU-Net with implement...
Colonic Polyps Semantics Lower Gastrointestinal Tract Research Design Deep Learning Humans
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Evaluation of DNA-protein complex structures using the deep learning method.

Physical chemistry chemical physics : PCCP Dec 21, 2023
Biological processes such as transcription, repair, and regulation require interactions between DNA and proteins. To unravel their functions, it is imperative to determine the high-resolution structures of DNA-protein complexes. However, experimental...
Deep Learning Protein Binding Research Design Proteins DNA Neural Networks, Computer
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Accuracy Comparison between Robot-Assisted Dental Implant Placement and Static/Dynamic Computer-Assisted Implant Surgery: A Systematic Review and Meta-Analysis of In Vitro Studies.

Medicina (Kaunas, Lithuania) Dec 20, 2023
: The present systematic review and meta-analysis undertake a comparison of studies that examine the accuracy of robot-assisted dental implant placement in relation to static computer-assisted implant surgery (SCAIS), dynamic computer-assisted implan...
Imaging, Three-Dimensional Robotics Humans Computers Research Design Surgery, Computer-Assisted Dental Implants
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Recent Advances and Challenges in Protein Structure Prediction.

Journal of chemical information and modeling Dec 18, 2023
Artificial intelligence has made significant advances in the field of protein structure prediction in recent years. In particular, DeepMind's end-to-end model, AlphaFold2, has demonstrated the capability to predict three-dimensional structures of num...
Artificial Intelligence Research Design Drug Discovery Protein Folding
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Simulation-based design optimization for statistical power: Utilizing machine learning.

Psychological methods Dec 14, 2023
The planning of adequately powered research designs increasingly goes beyond determining a suitable sample size. More challenging scenarios demand simultaneous tuning of multiple design parameter dimensions and can only be addressed using Monte Carlo...
Machine Learning Research Design Humans Data Interpretation, Statistical Psychology Computer Simulation Models, Statistical
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Modelling human vision needs to account for subjective experience.

The Behavioral and brain sciences Dec 6, 2023
Vision is inseparably connected to perceptual awareness which can be seen as the culmination of sensory processing. Studies on conscious vision reveal that object recognition is just one of the means through which our representation of the world is b...
Humans Neural Networks, Computer Visual Perception Sensation Consciousness Research Design
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Real-Time Robotic Presentation Skill Scoring Using Multi-Model Analysis and Fuzzy Delphi-Analytic Hierarchy Process.

Sensors (Basel, Switzerland) Dec 5, 2023
Existing methods for scoring student presentations predominantly rely on computer-based implementations and do not incorporate a robotic multi-classification model. This limitation can result in potential misclassification issues as these approaches ...
Humans Research Design Gestures Robotics Emotions Analytic Hierarchy Process
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Investigation on the fault monitoring of high-voltage circuit breaker using improved deep learning.

PloS one Dec 1, 2023
Mechanical faults are the main causes of abnormal opening, refusal operation, or malfunction of high-voltage circuit breakers. Accurately assessing the operational condition of high-voltage circuit breakers and delivering fault evaluations is essenti...
Deep Learning Phenotype Systems Analysis Research Design Reproducibility of Results
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