AIMC Topic: Algorithms

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Scalable Precision Psychiatry With an Objective Measure of Psychological Stress: Prospective Real-World Study.

Journal of medical Internet research Jul 7, 2025
BACKGROUND: Before meaningful progress toward precision psychiatry is possible, objective (unbiased) assessment of patient mental well-being must be validated and adopted broadly.
Adult Male Middle Aged Precision Medicine Female Ecological Momentary Assessment Stress, Psychological Psychotherapy Humans Artificial Intelligence Prospective Studies Psychiatry Algorithms
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Machine learning-based prediction of short- and long-term mortality for shared decision-making in older hip fracture patients: the Dutch Hip Fracture Audit algorithms in 74,396 cases.

Acta orthopaedica Jul 7, 2025
BACKGROUND AND PURPOSE:  Treatment-related shared decision-making (SDM) in older adults with hip fractures is complex due to the need to balance patient-specific factors such as life goals, frailty, and surgical risks. It includes considerations such...
Humans Machine Learning Aged, 80 and over Decision Making, Shared Male Female Aged Netherlands Registries Algorithms Hip Fractures Retrospective Studies
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Novel 59-layer dense inception network for robust deepfake identification.

Scientific reports Jul 7, 2025
The exponential growth of Artificial Intelligence (AI) has led to the emergence of cutting edge methods and a plethora of new tools for media editing. The use of these tools has also facilitated the spread of false information, propaganda, and harass...
Algorithms Neural Networks, Computer Social Media Video Recording Artificial Intelligence Humans
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It is not about autonomy: realigning the ethical debate on substitute judgement and AI preference predictors in healthcare.

Journal of medical ethics Jul 7, 2025
This article challenges two dominant assumptions in the current ethical debate over the use of algorithmic Personalised Patient Preference Predictors (P4) in substitute judgement for incapacitated patients. First, I question the belief that the auton...
Artificial Intelligence Algorithms Delivery of Health Care Humans Personal Autonomy Judgment Patient Preference Clinical Decision-Making Decision Making
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Air-ground collaborative multi-source orbital integrated detection system: Combining 3D imaging and intrusion recognition.

PloS one Jul 7, 2025
With the rapid expansion of railway networks globally, ensuring rail infrastructure safety through efficient detection methods has become critical. Traditional inspection systems face limitations in flexibility, adaptability to adverse weather, and m...
Railroads Unmanned Aerial Devices Deep Learning Imaging, Three-Dimensional Humans Algorithms
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Application effect of short-term traffic flow prediction method based on CNNBLSTM algorithm.

PloS one Jul 7, 2025
Reduced forecast efficiency and accuracy are the result of traditional traffic flow prediction algorithms' inability to adequately capture the spatiotemporal characteristics and dynamic changes of traffic flow. To address this problem, this study pro...
Neural Networks, Computer Algorithms Humans Forecasting
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Saliency-enhanced infrared and visible image fusion via sub-window variance filter and weighted least squares optimization.

PloS one Jul 7, 2025
This paper proposes a novel method for infrared and visible image fusion (IVIF) to address the limitations of existing techniques in enhancing salient features and improving visual clarity. The method employs a sub-window variance filter (SVF) based ...
Least-Squares Analysis Infrared Rays Humans Algorithms Deep Learning Image Processing, Computer-Assisted
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Video swin-CLSTM transformer: Enhancing human action recognition with optical flow and long-term dependencies.

PloS one Jul 7, 2025
As video data volumes soar exponentially, the significance of video content analysis, particularly Human Action Recognition (HAR), has become increasingly prominent in fields such as intelligent surveillance, sports analytics, medical rehabilitation,...
Pattern Recognition, Automated Optic Flow Image Processing, Computer-Assisted Video Recording Algorithms Humans Deep Learning
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A Multi-kernel CNN model with attention mechanism for classification of citrus plants diseases.

Scientific reports Jul 5, 2025
One of the primary challenges leading to a significant reduction in agricultural production is the prevalence of diseases affecting citrus plants. Prevention and monitoring the spread of citrus plant diseases is crucial for maintaining citrus product...
Citrus Image Processing, Computer-Assisted Neural Networks, Computer Plant Diseases Algorithms
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Enhancing remote patient monitoring with AI-driven IoMT and cloud computing technologies.

Scientific reports Jul 5, 2025
The rapid advancement of the Internet of Medical Things (IoMT) has revolutionized remote healthcare monitoring, enabling real-time disease detection and patient care. This research introduces a novel AI-driven telemedicine framework that integrates I...
Cloud Computing Remote Patient Monitoring Telemedicine Internet of Things Humans Artificial Intelligence Algorithms Monitoring, Physiologic
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