AIMC Topic: Deep Learning

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Accurate VLE Predictions via COSMO-RS-Guided Deep Learning Models: Solubility and Selectivity in Physical Solvent Systems for Carbon Capture.

Journal of chemical information and modeling Aug 4, 2025
Carbon capture through physical solvents reduces energy consumption and lowers environmental impact compared with conventional chemical absorption methods. Typical properties for solvent screening are solubility and selectivity. However, they require...
Deep Learning Solvents Thermodynamics Carbon Solubility
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Real-time facial recognition via multitask learning on raspberry Pi.

Scientific reports Aug 4, 2025
This paper investigates the feasibility of multi-task learning (MTL) for facial recognition on the Raspberry Pi, a low-cost single-board computer, demonstrating its ability to perform complex deep learning tasks in real time. Using MobileNet, MobileN...
Humans Female Male Deep Learning Facial Recognition Automated Facial Recognition Face
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Human fall direction recognition in the indoor and outdoor environment using multi self-attention RBnet deep architectures and tree seed optimization.

Scientific reports Aug 4, 2025
Falling poses a significant health risk to the elderly, often resulting in severe injuries if not promptly addressed. As the global population increases, the frequency of falls increases along with the associated financial burden. Hence, early detect...
Accidental Falls Aged Humans Deep Learning Neural Networks, Computer Algorithms
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Internet of things enabled deep learning monitoring system for realtime performance metrics and athlete feedback in college sports.

Scientific reports Aug 4, 2025
This study presents an Internet of Things (IoT)-enabled Deep Learning Monitoring (IoT-E-DLM) model for real-time Athletic Performance (AP) tracking and feedback in collegiate sports. The proposed work integrates advanced wearable sensor technologies ...
Athletes Internet of Things Universities Athletic Performance Sports Feedback Male Deep Learning Wearable Electronic Devices Neural Networks, Computer Young Adult Humans
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Adaptive-learning physics-assisted light-field microscopy enables day-long and millisecond-scale super-resolution imaging of 3D subcellular dynamics.

Nature communications Aug 4, 2025
Long-term and high-spatiotemporal-resolution 3D imaging of living cells remains an unmet challenge for super-resolution microscopy, owing to the noticeable phototoxicity and limited scanning speed. While emerging light-field microscopy can mitigate t...
Deep Learning Imaging, Three-Dimensional Humans Microscopy Endoplasmic Reticulum HeLa Cells Lysosomes Mitochondrial Dynamics Mitochondria
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Artificial intelligence in orthopedics: fundamentals, current applications, and future perspectives.

Military Medical Research Aug 4, 2025
Conventional diagnostic and therapeutic approaches in orthopedics are frequently time intensive and associated with elevated rates of diagnostic error, underscoring the urgent need for more efficient tools to improve the current situation. Recently, ...
Orthopedics Machine Learning Humans Deep Learning Artificial Intelligence
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Prediction of protein-protein interaction based on interaction-specific learning and hierarchical information.

BMC biology Aug 4, 2025
BACKGROUND: Prediction of protein-protein interactions (PPIs) is fundamental for identifying drug targets and understanding cellular processes. The rapid growth of PPI studies necessitates the development of efficient and accurate tools for automated...
Computational Biology Deep Learning Protein Interaction Mapping
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Multi-scale feature pyramid network with bidirectional attention for efficient mural image classification.

PloS one Aug 4, 2025
Mural image recognition plays a critical role in the digital preservation of cultural heritage; however, it faces cross-cultural and multi-period style generalization challenges, compounded by limited sample sizes and intricate details, such as losse...
Humans Image Processing, Computer-Assisted Neural Networks, Computer Algorithms Deep Learning
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Sentiment analysis for deepfake X posts using novel transfer learning based word embedding and hybrid LGR approach.

Scientific reports Aug 3, 2025
With the growth of social media, people are sharing more content than ever, including X posts that reflect a variety of emotions and opinions. AI-generated synthetic text, known as deepfake text, is used to imitate human writing to disseminate mislea...
Emotions Social Media Algorithms Humans Deep Learning Machine Learning
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Adapting foundation models for rapid clinical response: intracerebral hemorrhage segmentation in emergency settings.

Scientific reports Aug 3, 2025
Intracerebral hemorrhage (ICH) is a medical emergency that demands rapid and accurate diagnosis for optimal patient management. Hemorrhagic lesions' segmentation on CT scans is a necessary first step for acquiring quantitative imaging data that are b...
Image Processing, Computer-Assisted Cerebral Hemorrhage Tomography, X-Ray Computed Humans Deep Learning Algorithms
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