AIMC Journal:
Scientific reports

Showing 401 to 410 of 5092 articles

Deep learning based ensemble model for accurate tomato leaf disease classification by leveraging ResNet50 and MobileNetV2 architectures.

Scientific reports Apr 22, 2025
Global food security depends on tomato growing, but several fungal, bacterial, and viral illnesses seriously reduce productivity and quality, therefore causing major financial losses. Reducing these impacts depends on early, exact diagnosis of diseas...
Deep Learning Solanum lycopersicum Plant Leaves Plant Diseases
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Efficient human activity recognition on edge devices using DeepConv LSTM architectures.

Scientific reports Apr 22, 2025
Driven by the rapid development of the Internet of Things (IoT), deploying deep learning models on resource-constrained hardware has become an increasingly critical challenge, which has propelled the emergence of TinyML as a viable solution. This stu...
Neural Networks, Computer Deep Learning Internet of Things Human Activities Humans
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Machine learning based identification of suicidal ideation using non-suicidal predictors in a university mental health clinic.

Scientific reports Apr 22, 2025
Suicide causes over 700,000 deaths annually worldwide. Mental disorders are closely linked to suicidal ideation, but predicting suicide remains complex due to the multifaceted nature of contributing factors. Traditional assessment tools often fail to...
Female Risk Factors Young Adult Machine Learning Humans Students Mental Disorders Adolescent Universities Adult Suicidal Ideation Mental Health Mental Health Services Male
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A comparative analysis of three graph neural network models for predicting axillary lymph node metastasis in early-stage breast cancer.

Scientific reports Apr 22, 2025
The presence of axillary lymph node metastasis (ALNM) in breast cancer patients is an important factor in deciding whether to have axillary surgery or pursue alternative treatments. Based on axillary ultrasound (US) and histopathologic data, three gr...
Aged Adult Breast Neoplasms Middle Aged Lymph Nodes Humans Neural Networks, Computer Female Neoplasm Staging Lymphatic Metastasis Axilla
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Explainable machine learning framework for biomarker discovery by combining biological age and frailty prediction.

Scientific reports Apr 22, 2025
Biological age (BA) and frailty represent two distinct health measures that offer valuable insights into the aging process. Comparing and analyzing blood-based biomarkers from the machine learning (ML) predictors of BA and frailty helps deepen our un...
Longitudinal Studies Frailty Cystatin C Biomarkers Middle Aged Female Humans China Aged Aged, 80 and over Machine Learning Male Aging
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Artificial intelligence real-time automated recognition of the gastric antrum cross-sectional area and motility rhythm via bedside ultrasound: a pilot study.

Scientific reports Apr 22, 2025
The cross-sectional area (CSA) of the gastric antrum and its motility rhythm reflects the gastrointestinal function of critically ill patients. Monitoring the CSA and motility rhythm is crucial but remains time-consuming and operator dependent. This ...
Middle Aged Pilot Projects Ultrasonography Male Point-of-Care Systems Gastrointestinal Motility Pyloric Antrum Humans Artificial Intelligence Female Aged Adult
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Efficient control of spider-like medical robots with capsule neural networks and modified spring search algorithm.

Scientific reports Apr 22, 2025
This study introduces an innovative method for gesture recognition in medical robotics, utilizing Capsule Neural Networks (CNNs) in conjunction with the Modified Spring Search Algorithm (MSSA). This approach achieves remarkable efficiency in gesture ...
Neural Networks, Computer Algorithms Gestures Humans Robotics Robotic Surgical Procedures
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Enhancing medical text classification with GAN-based data augmentation and multi-task learning in BERT.

Scientific reports Apr 22, 2025
With the rapid advancement of medical informatics, the accumulation of electronic medical records and clinical diagnostic data provides unprecedented opportunities for intelligent medical text classification. However, challenges such as class imbalan...
Medical Informatics Algorithms Humans ROC Curve Electronic Health Records Neural Networks, Computer Decision Support Systems, Clinical Machine Learning Data Mining
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Deep learning based adaptive and automatic measurement of palpebral margin in eyelid morphology.

Scientific reports Apr 22, 2025
Accurate anatomical measurements of the eyelids are essential in periorbital plastic surgery for both disease treatment and procedural planning. Recent researches in eye diseases have adopted deep learning works to measure MRD. However, such works en...
Algorithms Deep Learning Image Processing, Computer-Assisted Eyelids Humans
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Vocal performance evaluation of the intelligent note recognition method based on deep learning.

Scientific reports Apr 22, 2025
This study aims to optimize the ability of note recognition and improve the accuracy of vocal performance evaluation. Firstly, the basic theory of music is analyzed. Secondly, the convolutional neural network (CNN) in deep learning (DL) is selected t...
Deep Learning Humans Voice Neural Networks, Computer Music
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