AIMC Journal:
Scientific reports

Showing 1341 to 1350 of 5367 articles

Development and validation of electronic health record-based, machine learning algorithms to predict quality of life among family practice patients.

Scientific reports Dec 3, 2024
Health-related quality of life (HRQol) is a crucial dimension of care outcomes. Many HRQoL measures exist, but methodological and implementation challenges impede primary care (PC) use. We aim to develop and evaluate a novel machine learning (ML) alg...
Adult Electronic Health Records Humans Self Report Female Machine Learning Male Family Practice Aged Middle Aged Algorithms Quality of Life Surveys and Questionnaires Primary Health Care
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Speech-based personality prediction using deep learning with acoustic and linguistic embeddings.

Scientific reports Dec 3, 2024
This study introduces a novel method for predicting the Big Five personality traits through the analysis of speech samples, advancing the field of computational personality assessment. We collected data from 2045 participants who completed a self-rep...
Deep Learning Linguistics Neural Networks, Computer Humans Adult Personality Assessment Personality Speech Female Acoustics Male Middle Aged Young Adult
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Artificial intelligence enabled smart mask for speech recognition for future hearing devices.

Scientific reports Dec 3, 2024
In recent years, Lip-reading has emerged as a significant research challenge. The aim is to recognise speech by analysing Lip movements. The majority of Lip-reading technologies are based on cameras and wearable devices. However, these technologies h...
SARS-CoV-2 Wearable Electronic Devices Speech Recognition Software Masks Radio Frequency Identification Device Hearing Aids Hearing Loss Artificial Intelligence Machine Learning COVID-19 Humans Lipreading
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Exploring an novel diagnostic gene of trastuzumab-induced cardiotoxicity based on bioinformatics and machine learning.

Scientific reports Dec 3, 2024
Trastuzumab (Tra)-induced cardiotoxicity (TIC) is a serious side effect of cancer chemotherapy, which can seriously harm the health of cancer patients. However, there is currently a lack of effective and reliable biomarkers for the early diagnosis of...
Computational Biology Myocytes, Cardiac Trastuzumab Cardiotoxicity Female Humans Animals Machine Learning Mice
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A novel deep learning algorithm for real-time prediction of clinical deterioration in the emergency department for a multimodal clinical decision support system.

Scientific reports Dec 3, 2024
The array of complex and evolving patient data has limited clinical decision making in the emergency department (ED). This study introduces an advanced deep learning algorithm designed to enhance real-time prediction accuracy for integration into a n...
Deep Learning Decision Support Systems, Clinical Triage Emergency Service, Hospital Clinical Deterioration Aged Artificial Intelligence Male Algorithms Middle Aged Humans Retrospective Studies Electronic Health Records Female
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Exploring vision transformers and XGBoost as deep learning ensembles for transforming carcinoma recognition.

Scientific reports Dec 3, 2024
Early detection of colorectal carcinoma (CRC), one of the most prevalent forms of cancer worldwide, significantly enhances the prognosis of patients. This research presents a new method for improving CRC detection using a deep learning ensemble with ...
Diagnosis, Computer-Assisted Deep Learning Image Processing, Computer-Assisted Neural Networks, Computer Databases, Factual Colorectal Neoplasms Early Detection of Cancer Humans
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Exploring neural architectures for simultaneously recognizing multiple visual attributes.

Scientific reports Dec 3, 2024
Much experimental evidence in neuroscience has suggested a division of higher visual processing into a ventral pathway specialized for object recognition and a dorsal pathway specialized for spatial recognition. Previous computational studies have su...
Models, Neurological Visual Perception Pattern Recognition, Visual Visual Pathways Humans Neural Networks, Computer
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Smart agriculture: utilizing machine learning and deep learning for drought stress identification in crops.

Scientific reports Dec 3, 2024
Plant stress reduction research has advanced significantly with the use of Artificial Intelligence (AI) techniques, such as machine learning and deep learning. This is a significant step toward sustainable agriculture. Innovative insights into the ph...
Crops, Agricultural Stress, Physiological Droughts Deep Learning Neural Networks, Computer Agriculture Machine Learning Support Vector Machine Algorithms
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Cytokine profiles as predictors of HIV incidence using machine learning survival models and statistical interpretable techniques.

Scientific reports Dec 2, 2024
HIV remains a critical global health issue, with an estimated 39.9 million people living with the virus worldwide by the end of 2023 (according to WHO). Although the epidemic's impact varies significantly across regions, Africa remains the most affec...
Incidence Cytokines Support Vector Machine Female Proportional Hazards Models Humans Adult Machine Learning Male HIV Infections
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Identification of diagnostic biomarkers and molecular subtype analysis associated with m6A in Tuberculosis immunopathology using machine learning.

Scientific reports Dec 2, 2024
Tuberculosis (TB), ranking just below COVID-19 in global mortality, is a highly complex infectious disease involving intricate immunological molecules, diverse signaling pathways, and multifaceted immune processes. N6-methyladenosine (m6A), a critica...
Gene Expression Profiling Humans Transcriptome Tuberculosis Machine Learning Adenosine Biomarkers
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