Artificial Intelligence Medical Compendium

Explore the latest research on artificial intelligence and machine learning in medicine.

Showing 1,611 to 1,620 of 163,957 articles

TrinityDNA: A Bio-Inspired Foundational Model for Efficient Long-Sequence DNA Modeling

arXiv Jul 25, 2025
The modeling of genomic sequences presents unique challenges due to their length and structural complexity. Traditional sequence models struggle to capture long-range dependencies and biological features inherent in DNA. In this work, we propose Tr... read more 
Computational Engineering, Finance, and Science Genomics

AEDR: Training-Free AI-Generated Image Attribution via Autoencoder Double-Reconstruction

arXiv Jul 25, 2025
The rapid advancement of image-generation technologies has made it possible for anyone to create photorealistic images using generative models, raising significant security concerns. To mitigate malicious use, tracing the origin of such images is e... read more 
Computer Vision and Pattern Recognition Cryptography and Security Image and Video Processing

Querying Autonomous Vehicle Point Clouds: Enhanced by 3D Object Counting with CounterNet

arXiv Jul 25, 2025
Autonomous vehicles generate massive volumes of point cloud data, yet only a subset is relevant for specific tasks such as collision detection, traffic analysis, or congestion monitoring. Effectively querying this data is essential to enable target... read more 
Computer Vision and Pattern Recognition Multimedia

Differentiated Thyroid Cancer Recurrence Classification Using Machine Learning Models and Bayesian Neural Networks with Varying Priors: A SHAP-Based Interpretation of the Best Performing Model

arXiv Jul 25, 2025
Differentiated thyroid cancer DTC recurrence is a major public health concern, requiring classification and predictive models that are not only accurate but also interpretable and uncertainty aware. This study introduces a comprehensive framework f... read more 
Machine Learning Artificial Intelligence

GPUnion: Autonomous GPU Sharing on Campus

arXiv Jul 25, 2025
A pronounced imbalance in GPU resources exists on campus, where some laboratories own underutilized servers while others lack the compute needed for AI research. GPU sharing can alleviate this disparity, while existing platforms typically rely on c... read more 
Distributed, Parallel, and Cluster Computing C.2.4; C.2.1

MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality Assessment

arXiv Jul 25, 2025
Rapid advances in medical imaging technology underscore the critical need for precise and automated image quality assessment (IQA) to ensure diagnostic accuracy. Existing medical IQA methods, however, struggle to generalize across diverse modalitie... read more 
Computer Vision and Pattern Recognition Artificial Intelligence

Considerations on GPT-4o and Gemini Flash 2.0 in Acne/Rosacea.

International journal of dermatology Jul 25, 2025
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Automatic Cough Analysis for Non-Small Cell Lung Cancer Detection

arXiv Jul 25, 2025
Early detection of non-small cell lung cancer (NSCLC) is critical for improving patient outcomes, and novel approaches are needed to facilitate early diagnosis. In this study, we explore the use of automatic cough analysis as a pre-screening tool f... read more 
Machine Learning

Fine-Grained Traffic Inference from Road to Lane via Spatio-Temporal Graph Node Generation

arXiv Jul 25, 2025
Fine-grained traffic management and prediction are fundamental to key applications such as autonomous driving, lane change guidance, and traffic signal control. However, obtaining lane-level traffic data has become a critical bottleneck for data-dr... read more 
Artificial Intelligence Computer Vision and Pattern Recognition

Reconstruct or Generate: Exploring the Spectrum of Generative Modeling for Cardiac MRI

arXiv Jul 25, 2025
In medical imaging, generative models are increasingly relied upon for two distinct but equally critical tasks: reconstruction, where the goal is to restore medical imaging (usually inverse problems like inpainting or superresolution), and generati... read more 
Image and Video Processing Computer Vision and Pattern Recognition
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