Artificial Intelligence Medical Compendium

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

Showing 43,861 to 43,870 of 224,055 articles

Duala: Dual-Level Alignment of Subjects and Stimuli for Cross-Subject fMRI Decoding

arXiv Mar 8, 2026
Cross-subject visual decoding aims to reconstruct visual experiences from brain activity across individuals, enabling more scalable and practical brain-computer interfaces. However, existing methods often suffer from degraded performance when adaptin... read more 
Computer Vision and Pattern Recognition

Real-Time Glottis Detection Framework via Spatial-decoupled Feature Learning for Nasal Transnasal Intubation

arXiv Mar 8, 2026
Nasotracheal intubation (NTI) is a vital procedure in emergency airway management, where rapid and accurate glottis detection is essential to ensure patient safety. However, existing machine assisted visual detection systems often rely on high perfor... read more 
Computer Vision and Pattern Recognition

FusionRegister: Every Infrared and Visible Image Fusion Deserves Registration

arXiv Mar 8, 2026
Spatial registration across different visual modalities is a critical but formidable step in multi-modality image fusion for real-world perception. Although several methods are proposed to address this issue, the existing registration-based fusion me... read more 
Computer Vision and Pattern Recognition

RoboPCA: Pose-centered Affordance Learning from Human Demonstrations for Robot Manipulation

arXiv Mar 8, 2026
Understanding spatial affordances -- comprising the contact regions of object interaction and the corresponding contact poses -- is essential for robots to effectively manipulate objects and accomplish diverse tasks. However, existing spatial afforda... read more 
Robotics cs.CV

TDM-R1: Reinforcing Few-Step Diffusion Models with Non-Differentiable Reward

arXiv Mar 8, 2026
While few-step generative models have enabled powerful image and video generation at significantly lower cost, generic reinforcement learning (RL) paradigms for few-step models remain an unsolved problem. Existing RL approaches for few-step diffusion... read more 
Computer Vision and Pattern Recognition cs.AI

PARSE: Part-Aware Relational Spatial Modeling

arXiv Mar 8, 2026
Inter-object relations underpin spatial intelligence, yet existing representations -- linguistic prepositions or object-level scene graphs -- are too coarse to specify which regions actually support, contain, or contact one another, leading to ambigu... read more 
Computer Vision and Pattern Recognition

DECADE: A Temporally-Consistent Unsupervised Diffusion Model for Enhanced Rb-82 Dynamic Cardiac PET Image Denoising

arXiv Mar 8, 2026
Rb-82 dynamic cardiac PET imaging is widely used for the clinical diagnosis of coronary artery disease (CAD), but its short half-life results in high noise levels that degrade dynamic frame quality and parametric imaging. The lack of paired clean-noi... read more 
Computer Vision and Pattern Recognition cs.AI

MedQ-Deg: A Multidimensional Benchmark for Evaluating MLLMs Across Medical Image Quality Degradations

arXiv Mar 8, 2026
Despite impressive performance on standard benchmarks, multimodal large language models (MLLMs) face critical challenges in real-world clinical environments where medical images inevitably suffer various quality degradations. Existing benchmarks exhi... read more 
Computer Vision and Pattern Recognition

Geometric Knowledge-Assisted Federated Dual Knowledge Distillation Approach Towards Remote Sensing Satellite Imagery

arXiv Mar 8, 2026
Federated learning (FL) has recently become a promising solution for analyzing remote sensing satellite imagery (RSSI). However, the large scale and inherent data heterogeneity of images collected from multiple satellites, where the local data distri... read more 
Computer Vision and Pattern Recognition

Parameterized Brushstroke Style Transfer

arXiv Mar 8, 2026
Computer Vision-based Style Transfer techniques have been used for many years to represent artistic style. However, most contemporary methods have been restricted to the pixel domain; in other words, the style transfer approach has been modifying the... read more 
Computer Vision and Pattern Recognition cs.GR
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