AIMC Topic: Humans

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Improved salp swarm algorithm-driven deep CNN for brain tumor analysis.

Scientific reports Jul 9, 2025
The efficiency of the swarm-based approach depends on the perfect balance of operators: exploration and exploitation. Due to a lack of balance between these two factors, the Salp Swarm Algorithm (SSA), a recently developed swarm-based metaheuristic a...
Magnetic Resonance Imaging Algorithms Brain Neoplasms Humans Deep Learning Neural Networks, Computer
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Prediction and characterisation of the human B cell response to a heterologous two-dose Ebola vaccine.

Nature communications Jul 9, 2025
Ebola virus disease (EVD) outbreaks are increasing, posing significant threats to affected communities. Effective outbreak management depends on protecting frontline health workers, a key focus of EVD vaccination strategies. IgG specific to the viral...
Ebolavirus Humans Receptors, Antigen, B-Cell Immunoglobulin G Antibodies, Viral Plasma Cells Machine Learning Female Hemorrhagic Fever, Ebola Vaccination Single-Cell Analysis Immunologic Memory Ebola Vaccines B-Lymphocytes
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Predicting time-to-first cancer diagnosis across multiple cancer types.

Scientific reports Jul 9, 2025
Cancer causes over 10 million deaths annually worldwide, with 40.5% of Americans expected to be diagnosed in their lifetime. Early detection is critical; for liver cancer, survival rates improve from 4 to 37% when caught early. However, predicting ti...
Lung Neoplasms Early Detection of Cancer Proportional Hazards Models Middle Aged Neoplasms Time Factors Humans Aged Machine Learning Male Female
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Advantages and effectiveness of AI three-dimensional reconstruction technology in the preoperative planning of total hip arthroplasty.

Scientific reports Jul 9, 2025
In order to explore the application effect of artificial intelligence (AI) 3D reconstruction technology in total hip arthroplasty (THA), this study included a total of 109 patients with unilateral femoral head ischemic necrosis. According to the preo...
Humans Artificial Intelligence Female Treatment Outcome Operative Time Arthroplasty, Replacement, Hip Preoperative Care Aged Femur Head Necrosis Middle Aged Adult Hip Prosthesis Length of Stay Male Imaging, Three-Dimensional
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Deep ensemble learning with transformer models for enhanced Alzheimer's disease detection.

Scientific reports Jul 9, 2025
The progression of Alzheimer's disease is relentless, leading to a worsening of mental faculties over time. Currently, there is no remedy for this illness. Accurate detection and prompt intervention are pivotal in mitigating the progression of the di...
Ensemble Learning Biomarkers Deep Learning Alzheimer Disease Humans Neural Networks, Computer
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Consensus stability among composite decision makers in the framework of hesitant fuzzy graph model with application to doctor-patient disputes.

Scientific reports Jul 9, 2025
Doctor-patient disputes are inevitable in human beings' social lives. The rapid development of social media makes doctor-patient disputes easier to spiral out of control. One of the ensuing problems is that the size of the parties in conflict has inc...
Physician-Patient Relations Dissent and Disputes Humans Consensus Models, Theoretical Fuzzy Logic Decision Making
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Resolving out of Africa event for Papua New Guinean population using neural network.

Nature communications Jul 9, 2025
The demographic history of the Papua New Guinean (PNG) population is a subject of interest due to its early settlement in New Guinea, its relative isolation and substantial Denisovan ancestry. Previous research suggested an admixture with an early di...
Neural Networks, Computer Africa Black People Humans Genetics, Population Papua New Guinea
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Integrating deep learning in stride-to-stride muscle activity estimation of young and old adults with wearable inertial measurement units.

Scientific reports Jul 9, 2025
Deep learning has become powerful and yet versatile tool that allows for the extraction of complex patterns from rich datasets. One field that can benefits from this advancement is human gait analysis. Conventional gait analysis requires a specialize...
Neural Networks, Computer Female Aged Humans Wearable Electronic Devices Muscle, Skeletal Walking Gait Gait Analysis Male Young Adult Middle Aged Adult Deep Learning
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A hybrid deep learning model EfficientNet with GRU for breast cancer detection from histopathology images.

Scientific reports Jul 9, 2025
Breast cancer remains a significant global health challenge among women, with histopathological image analysis playing a critical role in early detection. However, existing diagnostic models often struggle to extract complex patterns from high-resolu...
Deep Learning Convolutional Neural Networks Humans Image Interpretation, Computer-Assisted Image Processing, Computer-Assisted Algorithms Female Breast Neoplasms
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TCMP-300: A Comprehensive Traditional Chinese Medicinal Plant Dataset for Plant Recognition.

Scientific data Jul 9, 2025
Traditional Chinese Medicinal Plants (TCMPs) are often used to prevent and treat diseases for the human body. Since various medicinal plants have different therapeutic effects, plant recognition has become an important topic. Traditional identificati...
Databases, Factual Medicine, Chinese Traditional Humans Plants, Medicinal Artificial Intelligence
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