AIMC Journal:
Scientific reports

Showing 1421 to 1430 of 5369 articles

Foot fractures diagnosis using a deep convolutional neural network optimized by extreme learning machine and enhanced snow ablation optimizer.

Scientific reports Nov 18, 2024
The current investigation proposes a novel hybrid methodology for the diagnosis of the foot fractures. The method uses a combination of deep learning methods and a metaheuristic to provide an efficient model for the diagnosis of the foot fractures pr...
Machine Learning Humans Neural Networks, Computer Algorithms Fractures, Bone Deep Learning Foot Bones
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Enhancing decision-making with linear diophantine multi-fuzzy set: application of novel information measures in medical and engineering fields.

Scientific reports Nov 18, 2024
This study offers a comprehensive analysis of novel information for linear diophantine multi-fuzzy sets and illustrates its applications in practical scenarios. We introduce innovative similarity metrics tailored for linear diophantine multi-fuzzy se...
Pre-Eclampsia Fuzzy Logic Decision Making Humans Algorithms Pregnancy Female
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Computational analysis of controlled drug release from porous polymeric carrier with the aid of Mass transfer and Artificial Intelligence modeling.

Scientific reports Nov 18, 2024
Controlled release of a desired drug from porous polymeric biomaterials was analyzed via computational method. The method is based on simulation of mass transfer and utilization of artificial intelligence (AI). This study explores the efficacy of thr...
Artificial Intelligence Computer Simulation Drug Liberation Drug Carriers Delayed-Action Preparations Polymers Porosity
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Generating and evaluating synthetic data in digital pathology through diffusion models.

Scientific reports Nov 18, 2024
Synthetic data is becoming a valuable tool for computational pathologists, aiding in tasks like data augmentation and addressing data scarcity and privacy. However, its use necessitates careful planning and evaluation to prevent the creation of clini...
Image Processing, Computer-Assisted Pathology, Clinical Reproducibility of Results Deep Learning Humans
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Optimizing early diagnosis by integrating multiple classifiers for predicting brain stroke and critical diseases.

Scientific reports Nov 18, 2024
Machine learning has gained attention in the medical field. Continuous efforts are being made to develop robust models for early prognosis purposes. The brain is the most pivotal organ in the human body. A brain stroke is generally caused by a blocka...
Machine Learning Algorithms Prognosis Parkinson Disease Stroke Myocardial Infarction Alzheimer Disease Early Diagnosis Humans
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Machine learning insights into scapular stabilization for alleviating shoulder pain in college students.

Scientific reports Nov 18, 2024
Non-specific shoulder pain is a common musculoskeletal condition, especially among college students, and it can have a negative impact on the patient's life. Therapists have used scapular stabilization exercises (SSE) to enhance scapular control and ...
Scapula Adult Male Students Universities Exercise Therapy Shoulder Pain Humans Machine Learning Female Young Adult
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Predictive risk models for COVID-19 patients using the multi-thresholding meta-algorithm.

Scientific reports Nov 18, 2024
This study aims to develop a Machine Learning model to assess the risks faced by COVID-19 patients in a hospital setting, focusing specifically on predicting the complications leading to Intensive Care Unit (ICU) admission or mortality, which are min...
Bayes Theorem Male Middle Aged Risk Assessment Intensive Care Units Female SARS-CoV-2 Risk Factors Hospitalization Aged Machine Learning COVID-19 Algorithms Humans
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An adaptive multi-graph neural network with multimodal feature fusion learning for MDD detection.

Scientific reports Nov 18, 2024
Major Depressive Disorder (MDD) is an affective disorder that can lead to persistent sadness and a decline in the quality of life, increasing the risk of suicide. Utilizing multimodal data such as electroencephalograms and patient interview audios ca...
Humans Neural Networks, Computer Male Depressive Disorder, Major Electroencephalography Algorithms Female Adult
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Comparative efficacy of anteroposterior and lateral X-ray based deep learning in the detection of osteoporotic vertebral compression fracture.

Scientific reports Nov 18, 2024
Magnetic resonance imaging remains the gold standard for diagnosing osteoporotic vertebral compression fractures (OVCF), but the use of X-ray imaging, particularly anteroposterior (AP) and lateral views, is prevalent due to its accessibility and cost...
Osteoporotic Fractures Spinal Fractures Fractures, Compression X-Rays Aged, 80 and over Male Middle Aged Deep Learning ROC Curve Retrospective Studies Humans Magnetic Resonance Imaging Female Algorithms Aged
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Enhanced breast cancer diagnosis through integration of computer vision with fusion based joint transfer learning using multi modality medical images.

Scientific reports Nov 17, 2024
Breast cancer (BC) is a type of cancer which progresses and spreads from breast tissues and gradually exceeds the entire body; this kind of cancer originates in both sexes. Prompt recognition of this disorder is most significant in this phase, and it...
Humans Machine Learning Image Processing, Computer-Assisted Multimodal Imaging Algorithms Image Interpretation, Computer-Assisted Female Breast Neoplasms
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