Artificial Intelligence Medical Compendium

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

Showing 2,191 to 2,200 of 166,891 articles

ClinicalFMamba: Advancing Clinical Assessment using Mamba-based Multimodal Neuroimaging Fusion

arXiv Aug 5, 2025
Multimodal medical image fusion integrates complementary information from different imaging modalities to enhance diagnostic accuracy and treatment planning. While deep learning methods have advanced performance, existing approaches face critical l... read more 
Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition

Beyond Illumination: Fine-Grained Detail Preservation in Extreme Dark Image Restoration

arXiv Aug 5, 2025
Recovering fine-grained details in extremely dark images remains challenging due to severe structural information loss and noise corruption. Existing enhancement methods often fail to preserve intricate details and sharp edges, limiting their effec... read more 
Computer Vision and Pattern Recognition

Prototype-Enhanced Confidence Modeling for Cross-Modal Medical Image-Report Retrieval

arXiv Aug 5, 2025
In cross-modal retrieval tasks, such as image-to-report and report-to-image retrieval, accurately aligning medical images with relevant text reports is essential but challenging due to the inherent ambiguity and variability in medical data. Existin... read more 
Computer Vision and Pattern Recognition

BadBlocks: Low-Cost and Stealthy Backdoor Attacks Tailored for Text-to-Image Diffusion Models

arXiv Aug 5, 2025
In recent years,Diffusion models have achieved remarkable progress in the field of image generation.However,recent studies have shown that diffusion models are susceptible to backdoor attacks,in which attackers can manipulate the output by injectin... read more 
Cryptography and Security Computer Vision and Pattern Recognition

AlignCAT: Visual-Linguistic Alignment of Category and Attributefor Weakly Supervised Visual Grounding

arXiv Aug 5, 2025
Weakly supervised visual grounding (VG) aims to locate objects in images based on text descriptions. Despite significant progress, existing methods lack strong cross-modal reasoning to distinguish subtle semantic differences in text expressions due... read more 
Computer Vision and Pattern Recognition

Preserving the Cognitive Process: Rethinking Radiology Education in the Age of Artificial Intelligence.

Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes Aug 5, 2025
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Distributed Source Coding for Compressing Vector-Linear Functions

arXiv Aug 5, 2025
Inspired by mobile satellite communication systems and the important and prevalent applications of computational tasks, we consider a distributed source coding model for compressing vector-linear functions, which consists of multiple sources, multi... read more 
Information Theory Information Theory

Injecting Measurement Information Yields a Fast and Noise-Robust Diffusion-Based Inverse Problem Solver

arXiv Aug 5, 2025
Diffusion models have been firmly established as principled zero-shot solvers for linear and nonlinear inverse problems, owing to their powerful image prior and iterative sampling algorithm. These approaches often rely on Tweedie's formula, which r... read more 
Machine Learning Computation

Investigation on deep learning-based galaxy image translation models

arXiv Aug 5, 2025
Galaxy image translation is an important application in galaxy physics and cosmology. With deep learning-based generative models, image translation has been performed for image generation, data quality enhancement, information extraction, and gener... read more 
Instrumentation and Methods for Astrophysics Astrophysics of Galaxies Computer Vision and Pattern Recognition

COFFEE: A Shadow-Resilient Real-Time Pose Estimator for Unknown Tumbling Asteroids using Sparse Neural Networks

arXiv Aug 5, 2025
The accurate state estimation of unknown bodies in space is a critical challenge with applications ranging from the tracking of space debris to the shape estimation of small bodies. A necessary enabler to this capability is to find and track featur... read more 
Computer Vision and Pattern Recognition Robotics
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