AIMC Journal:
Scientific reports

Showing 1961 to 1970 of 5949 articles

Brain CT image classification based on mask RCNN and attention mechanism.

Scientific reports Nov 26, 2024
Along with the computer application technology progress, machine learning, and block-chain techniques have been applied comprehensively in various fields. The application of machine learning, and block-chain techniques into medical image retrieval, c...
Brain Neoplasms Algorithms Image Processing, Computer-Assisted Humans Brain Neural Networks, Computer Tomography, X-Ray Computed Machine Learning
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Audio-visual aesthetic teaching methods in college students' vocal music teaching by deep learning.

Scientific reports Nov 26, 2024
In recent times, characterized by the rapid advancement of science and technology, the educational system has continuously evolved. Within this modern educational landscape, Science, Technology, Engineering, Arts, and Mathematics (STEAM) education ha...
Music Humans Universities Female Teaching Students Young Adult Curriculum Deep Learning Male Esthetics Surveys and Questionnaires
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Interpretable machine learning model based on CT semantic features and radiomics features to preoperatively predict Ki-67 expression in gastrointestinal stromal tumors.

Scientific reports Nov 26, 2024
To develop and validate a machine learning (ML) model which combined computed tomography (CT) semantic and radiomics features to preoperatively predict Ki-67 expression in gastrointestinal stromal tumors (GISTs) patients. We retrospectively collected...
Gastrointestinal Neoplasms Semantics Gastrointestinal Stromal Tumors Ki-67 Antigen Male Middle Aged ROC Curve Aged Adult Radiomics Machine Learning Retrospective Studies Tomography, X-Ray Computed Female Humans
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Extraction and evaluation of features of preterm patent ductus arteriosus in chest X-ray images using deep learning.

Scientific reports Nov 26, 2024
Echocardiography is the gold standard of diagnosis and evaluation of patent ductus arteriosus (PDA), a common condition among preterm infants that can cause hemodynamic abnormalities and increased mortality rates, but this technique requires a skille...
Female Infant, Newborn Humans Ductus Arteriosus, Patent Infant, Premature Radiography, Thoracic Intensive Care Units, Neonatal Male Echocardiography Deep Learning
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Effective Alzheimer's disease detection using enhanced Xception blending with snapshot ensemble.

Scientific reports Nov 26, 2024
Alzheimer's disease (AD), a prevalent neurodegenerative disorder, leads to progressive dementia, which impairs decision-making, problem-solving, and communication. While there is no cure, early detection can facilitate treatments to slow its progress...
Algorithms Biomarkers Brain Humans Male Disease Progression Deep Learning Magnetic Resonance Imaging Female Aged Aged, 80 and over Alzheimer Disease Neuroimaging
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Machine learning methods to identify risk factors for corneal graft rejection in keratoconus.

Scientific reports Nov 25, 2024
Machine learning can be used to identify risk factors associated with graft rejection after corneal transplantation for keratoconus. The study included all keratoconus eyes that underwent primary corneal transplantation from 1994 to 2021. Data relati...
Keratoplasty, Penetrating Graft Rejection Keratoconus Corneal Transplantation Male Middle Aged Adolescent Humans Young Adult Machine Learning Female Adult Risk Factors
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ParaAntiProt provides paratope prediction using antibody and protein language models.

Scientific reports Nov 25, 2024
Efficiently predicting the paratope holds immense potential for enhancing antibody design, treating cancers and other serious diseases, and advancing personalized medicine. Although traditional methods are highly accurate, they are often time-consumi...
Single-Domain Antibodies Complementarity Determining Regions Humans Deep Learning Antibodies Amino Acid Sequence Computational Biology Models, Molecular
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Deep learning-accelerated T2WI of the prostate for transition zone lesion evaluation and extraprostatic extension assessment.

Scientific reports Nov 25, 2024
This bicenter retrospective analysis included 162 patients who had undergone prostate biopsy following prebiopsy MRI, excluding those with PCa identified only in the peripheral zone (PZ). DLR T2WI achieved a 69% reduction in scan time relative to TSE...
Middle Aged Deep Learning ROC Curve Retrospective Studies Prostate Humans Magnetic Resonance Imaging Aged Biopsy Prostatic Neoplasms Male
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The risk of shortcutting in deep learning algorithms for medical imaging research.

Scientific reports Nov 25, 2024
While deep learning (DL) offers the compelling ability to detect details beyond human vision, its black-box nature makes it prone to misinterpretation. A key problem is algorithmic shortcutting, where DL models inform their predictions with patterns ...
Deep Learning Image Processing, Computer-Assisted Diagnostic Imaging Humans Neural Networks, Computer Algorithms
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Human motion recognition based on feature fusion and residual networks.

Scientific reports Nov 24, 2024
Addressing the issue of low recognition accuracy in human motion detection when relying on a single feature, a novel approach integrating Frequency Modulated Continuous Wave (FMCW) radar technology with a Residual Network (ResNet) architecture has be...
Motion Pattern Recognition, Automated Movement Fourier Analysis Humans Neural Networks, Computer Algorithms
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