AIMC Topic: Deep Learning

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Multiplex Detection and Quantification of Virus Co-Infections Using Label-free Surface-Enhanced Raman Spectroscopy and Deep Learning Algorithms.

ACS sensors Jan 28, 2025
Multiple respiratory viruses can concurrently or sequentially infect the respiratory tract, making their identification crucial for diagnosis, treatment, and disease management. We present a label-free diagnostic platform integrating surface-enhanced...
Humans Deep Learning Coinfection Saliva Nanotubes Spectrum Analysis, Raman Silver Viruses
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DO-GMA: An End-to-End Drug-Target Interaction Identification Framework with a Depthwise Overparameterized Convolutional Network and the Gated Multihead Attention Mechanism.

Journal of chemical information and modeling Jan 28, 2025
Identification of potential drug-target interactions (DTIs) is a crucial step in drug discovery and repurposing. Although deep learning effectively deciphers DTIs, most deep learning-based methods represent drug features from only a single perspectiv...
Drug Discovery Deep Learning Neural Networks, Computer Proteins
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Chemically Informed Deep Learning for Interpretable Radical Reaction Prediction.

Journal of chemical information and modeling Jan 28, 2025
Organic radical reactions are crucial in many areas of chemistry, including synthetic, biological, and atmospheric chemistry. We develop a predictive framework based on the interaction of molecular orbitals that operates on mechanistic-level radical ...
Deep Learning Free Radicals
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Impacted lower third molar classification and difficulty index assessment: comparisons among dental students, general practitioners and deep learning model assistance.

BMC oral health Jan 28, 2025
BACKGROUND: Assessing the difficulty of impacted lower third molar (ILTM) surgical extraction is crucial for predicting postoperative complications and estimating procedure duration. The aim of this study was to evaluate the effectiveness of a convol...
Students, Dental Tooth Extraction Tooth, Impacted Humans General Practitioners Molar, Third Radiography, Panoramic Neural Networks, Computer Female Male Deep Learning Clinical Competence
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Digital framework for georeferenced multiplatform surveillance of banana wilt using human in the loop AI and YOLO foundation models.

Scientific reports Jan 28, 2025
Bananas (Musa spp.) are a critical global food crop, providing a primary source of nutrition for millions of people. Traditional methods for disease monitoring and detection are often time-consuming, labor-intensive, and prone to inaccuracies. This s...
Humans Deep Learning Fusarium Artificial Intelligence Musa Plant Diseases Xanthomonas
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A pediatric emergency prediction model using natural language process in the pediatric emergency department.

Scientific reports Jan 28, 2025
This study developed a predictive model using deep learning (DL) and natural language processing (NLP) to identify emergency cases in pediatric emergency departments. It analyzed 87,759 pediatric cases from a South Korean tertiary hospital (2012-2021...
Pediatrics Electronic Health Records Republic of Korea Child Male Humans Deep Learning Natural Language Processing Infant Female Machine Learning Child, Preschool Emergency Service, Hospital
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Development of a handheld GPU-assisted DSC-TransNet model for the real-time classification of plant leaf disease using deep learning approach.

Scientific reports Jan 28, 2025
In agriculture, promptly and accurately identifying leaf diseases is crucial for sustainable crop production. To address this requirement, this research introduces a hybrid deep learning model that combines the visual geometric group version 19 (VGG1...
Capsicum Vitis Plant Diseases Deep Learning Plant Leaves Solanum lycopersicum Image Processing, Computer-Assisted
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Deep learning based tractography with TractSeg in patients with hemispherotomy: Evaluation and refinement.

NeuroImage. Clinical Jan 28, 2025
Deep learning-based tractography implicitly learns anatomical prior knowledge that is required to resolve ambiguities inherent in traditional streamline tractography. TractSeg is a particularly widely used example of such an approach. Even though it ...
Adult Diffusion Tensor Imaging Male Hemispherectomy Adolescent Image Processing, Computer-Assisted Child Epilepsy Deep Learning Female Humans Brain Young Adult
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Identification of diabetic retinopathy lesions in fundus images by integrating CNN and vision mamba models.

PloS one Jan 28, 2025
Diabetic retinopathy, a retinal disorder resulting from diabetes mellitus, is a prominent cause of visual degradation and loss among the global population. Therefore, the identification and classification of diabetic retinopathy are of utmost importa...
Image Interpretation, Computer-Assisted Image Processing, Computer-Assisted Fundus Oculi Humans Diabetic Retinopathy Algorithms Deep Learning Neural Networks, Computer
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Towards automated recipe genre classification using semi-supervised learning.

PloS one Jan 28, 2025
Sharing cooking recipes is a great way to exchange culinary ideas and provide instructions for food preparation. However, categorizing raw recipes found online into appropriate food genres can be challenging due to a lack of adequate labeled data. In...
Humans Cookbooks as Topic Deep Learning Supervised Machine Learning Cooking
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