Artificial Intelligence Medical Compendium

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

Showing 58,171 to 58,180 of 227,634 articles

DisasterInsight: A Multimodal Benchmark for Function-Aware and Grounded Disaster Assessment

arXiv Jan 26, 2026
Timely interpretation of satellite imagery is critical for disaster response, yet existing vision-language benchmarks for remote sensing largely focus on coarse labels and image-level recognition, overlooking the functional understanding and instruct... read more 
Computer Vision and Pattern Recognition

Regulatory Hub Discovery in MDD Methylome: Hypotheses for Molecular Subtypes via Computational Analysis

arXiv Jan 26, 2026
Major Depressive Disorder (MDD) is a clinically heterogeneous syndrome with diverse etiological pathways. Traditional Epigenome-Wide Association Studies (EWAS) have successfully identified risk loci based on differential methylation magnitude. As a c... read more 
Computational Engineering, Finance, and Science

From Cold Start to Active Learning: Embedding-Based Scan Selection for Medical Image Segmentation

arXiv Jan 26, 2026
Accurate segmentation annotations are critical for disease monitoring, yet manual labeling remains a major bottleneck due to the time and expertise required. Active learning (AL) alleviates this burden by prioritizing informative samples for annotati... read more 
Computer Vision and Pattern Recognition cs.LG

GenAgent: Scaling Text-to-Image Generation via Agentic Multimodal Reasoning

arXiv Jan 26, 2026
We introduce GenAgent, unifying visual understanding and generation through an agentic multimodal model. Unlike unified models that face expensive training costs and understanding-generation trade-offs, GenAgent decouples these capabilities through a... read more 
Computer Vision and Pattern Recognition

REMAC: Reference-Based Martian Asymmetrical Image Compression

arXiv Jan 26, 2026
To expedite space exploration on Mars, it is indispensable to develop an efficient Martian image compression method for transmitting images through the constrained Mars-to-Earth communication channel. Although the existing learned compression methods... read more 
Computer Vision and Pattern Recognition cs.MM

Automated Landmark Detection for assessing hip conditions: A Cross-Modality Validation of MRI versus X-ray

arXiv Jan 26, 2026
Many clinical screening decisions are based on angle measurements. In particular, FemoroAcetabular Impingement (FAI) screening relies on angles traditionally measured on X-rays. However, assessing the height and span of the impingement area requires ... read more 
Computer Vision and Pattern Recognition

Generative Diffusion Augmentation with Quantum-Enhanced Discrimination for Medical Image Diagnosis

arXiv Jan 26, 2026
In biomedical engineering, artificial intelligence has become a pivotal tool for enhancing medical diagnostics, particularly in medical image classification tasks such as detecting pneumonia from chest X-rays and breast cancer screening. However, rea... read more 
Computer Vision and Pattern Recognition cs.LG

AI-enabled Satellite Edge Computing: A Single-Pixel Feature based Shallow Classification Model for Hyperspectral Imaging

arXiv Jan 26, 2026
As the important component of the Earth observation system, hyperspectral imaging satellites provide high-fidelity and enriched information for the formulation of related policies due to the powerful spectral measurement capabilities. However, the tr... read more 
Computer Vision and Pattern Recognition

GimmBO: Interactive Generative Image Model Merging via Bayesian Optimization

arXiv Jan 26, 2026
Fine-tuning-based adaptation is widely used to customize diffusion-based image generation, leading to large collections of community-created adapters that capture diverse subjects and styles. Adapters derived from the same base model can be merged wi... read more 
Computer Vision and Pattern Recognition cs.GR

AGSP-DSA: An Adaptive Graph Signal Processing Framework for Robust Multimodal Fusion with Dynamic Semantic Alignment

arXiv Jan 26, 2026
In this paper, we introduce an Adaptive Graph Signal Processing with Dynamic Semantic Alignment (AGSP DSA) framework to perform robust multimodal data fusion over heterogeneous sources, including text, audio, and images. The requested approach uses a... read more 
Computer Vision and Pattern Recognition cs.MM
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