AIMC Journal:
Scientific reports

Showing 611 to 620 of 5345 articles

Multi-center study: ultrasound-based deep learning features for predicting Ki-67 expression in breast cancer.

Scientific reports Mar 25, 2025
Applying deep learning algorithms to mine ultrasound features of breast cancer and construct a machine learning model that accurately predicts Ki-67 expression level. This multi-center retrospective study analyzed clinical and ultrasound data from 92...
Ultrasonography Support Vector Machine Ultrasonography, Mammary Retrospective Studies Middle Aged Deep Learning Female Adult Ki-67 Antigen Breast Neoplasms Humans Aged Algorithms
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Multiscale analysis of heart sound signals in the wavelet domain for heart murmur detection.

Scientific reports Mar 25, 2025
A heart murmur is an atypical sound produced by blood flow through the heart. It can indicate a serious heart condition, so detecting heart murmurs is critical for identifying and managing cardiovascular diseases. However, current methods for identif...
Algorithms Support Vector Machine Humans Signal Processing, Computer-Assisted Heart Sounds Wavelet Analysis Heart Murmurs Phonocardiography Heart Auscultation
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Research on wheelchair form design based on Kansei engineering and GWO-BP neural network.

Scientific reports Mar 25, 2025
With the increasing emphasis on humanistic care in society, consumers are no longer only concerned about the functional needs of products but also about the spiritual, cultural, and emotional needs that products bring to people. This study proposes a...
Wheelchairs Emotions Equipment Design Algorithms Humans Neural Networks, Computer
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An ensemble approach using multidimensional convolutional neural networks in wavelet domain for schizophrenia classification from sMRI data.

Scientific reports Mar 25, 2025
Schizophrenia is a complicated mental condition marked by disruptions in thought processes, perceptions, and emotional responses, which can cause severe impairment in everyday functioning. sMRI is a non-invasive neuroimaging technology that visualize...
Magnetic Resonance Imaging Schizophrenia Wavelet Analysis Male Neural Networks, Computer Neuroimaging Brain Humans Female
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Machine learning prediction of preterm birth in women under 35 using routine biomarkers in a retrospective cohort study.

Scientific reports Mar 25, 2025
Preterm birth (PTB), defined as delivery before 37 weeks, affects 15 million infants annually, accounting for 11% of live births and over 35% of neonatal deaths. While advanced maternal age (≥ 35 years) is a known risk factor, PTB risk in women under...
Maternal Age Infant, Newborn Premature Birth Adult Logistic Models Risk Factors Retrospective Studies Pregnancy Female Machine Learning Humans Biomarkers
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IoT powered RNN for improved human activity recognition with enhanced localization and classification.

Scientific reports Mar 25, 2025
Human activity recognition (HAR) and localization are green research areas of the modern era that are being propped up by smart devices. But the data acquired from the sensors embedded in smart devices, contain plenty of noise that makes it indispens...
Neural Networks, Computer Algorithms Internet of Things Humans Pattern Recognition, Automated Human Activities
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An automated classification pipeline for tables in pharmacokinetic literature.

Scientific reports Mar 24, 2025
Pharmacokinetic (PK) models are essential for optimising drug candidate selection and dosing regimens in drug development. Preclinical and population PK models benefit from integrating prior knowledge from existing compounds. While tables in scientif...
Pharmacokinetics Humans Data Mining
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Machine learning insights for sustainable hydroponic cultivation and growth monitoring of allium cepa using smart hydro kit.

Scientific reports Mar 24, 2025
This research paper emphasizes the growing importance of Allium Cepa (Onions)-a medicinal plant, as a safe and effective alternative to conventional medicinal therapies for both humans and livestock. The increasing concerns over the high costs and si...
Machine Learning Soil Plant Roots Hydroponics Plants, Medicinal Onions
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A deep learning model based on Mamba for automatic segmentation in cervical cancer brachytherapy.

Scientific reports Mar 24, 2025
This study developed and evaluated an automatic segmentation model based on the Mamba framework (AM-UNet) for rapid and precise delineation of high-risk clinical target volume (HRCTV) and organs at risk (OARs) in cervical cancer brachytherapy. Using ...
Radiotherapy Planning, Computer-Assisted Female Brachytherapy Aged Radiotherapy Dosage Uterine Cervical Neoplasms Deep Learning Humans Middle Aged Organs at Risk Adult Tomography, X-Ray Computed
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AI optimization algorithms enhance higher education management and personalized teaching through empirical analysis.

Scientific reports Mar 24, 2025
This research investigates the application of artificial intelligence (AI) optimization algorithms in higher education management and personalized teaching. Through a comprehensive literature review, theoretical analysis, and empirical study, the pot...
Learning Students Teaching Artificial Intelligence Algorithms Humans
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