Artificial Intelligence Medical Compendium

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

Showing 19,571 to 19,580 of 215,899 articles

Reduce the Artifacts Bias for More Generalizable AI-Generated Image Detection

arXiv May 14, 2026
As the misuse of AI-generated images grows, generalizable image detection techniques are urgently needed. Recent state-of-the-art (SOTA) methods adopt aligned training datasets to reduce content, size, and format biases, empowering models to capture ... read more 
Computer Vision and Pattern Recognition

From Sparse to Dense: Spatio-Temporal Fusion for Multi-View 3D Human Pose Estimation with DenseWarper

arXiv May 14, 2026
In multi-view 3D human pose estimation, models typically rely on images captured simultaneously from different camera views to predict a pose at a specific moment. While providing accurate spatial information, this traditional approach often overlook... read more 
Computer Vision and Pattern Recognition

PROVE: A Perceptual RemOVal cohErence Benchmark for Visual Media

arXiv May 14, 2026
Evaluating object removal in images and videos remains challenging because the task is inherently one-to-many, yet existing metrics frequently disagree with human perception. Full-reference metrics reward copy-paste behaviors over genuine erasure; no... read more 
Computer Vision and Pattern Recognition cs.AI cs.MM

RxEval: A Prescription-Level Benchmark for Evaluating LLM Medication Recommendation

arXiv May 14, 2026
Inpatient medication recommendation requires clinicians to repeatedly select specific medications, doses, and routes as a patient's condition evolves. Existing benchmarks formulate this task as admission-level prediction over coarse drug codes with m... read more 
Machine Learning cs.AI

Multi-Dimensional Model Integrity and Responsibility Assessment Index and Scoring Framework

arXiv May 14, 2026
Artificial intelligence in high-stakes tabular domains cannot be evaluated by predictive performance alone, yet current practice still assesses explainability, fairness, robustness, privacy, and sustainability mostly in isolation. We propose the Mode... read more 
Machine Learning

LiWi: Layering in the Wild

arXiv May 14, 2026
Recent advances in generative models have empowered impressive layered image generation, yet their success is largely confined to graphic design domains. The layering of in-the-wild images remains an underexplored problem, limiting fine-grained editi... read more 
Computer Vision and Pattern Recognition

SpectraFlow: Unifying Structural Pretraining and Frequency Adaptation for Medical Image Segmentation

arXiv May 14, 2026
Medical image segmentation remains challenging in low-data regimes, where scarce annotations often yield poor generalization and ambiguous boundaries with missing fine structures. Recent self-supervised pretraining has improved transferability, but i... read more 
Computer Vision and Pattern Recognition

Bridging Brain and Semantics: A Hierarchical Framework for Semantically Enhanced fMRI-to-Video Reconstruction

arXiv May 14, 2026
Reconstructing dynamic visual experiences as videos from functional magnetic resonance imaging (fMRI) is pivotal for advancing the understanding of neural processes. However, current fMRI-to-video reconstruction methods are hindered by a semantic gap... read more 
Computer Vision and Pattern Recognition

Let Robots Feel Your Touch: Visuo-Tactile Cortical Alignment for Embodied Mirror Resonance

arXiv May 14, 2026
Observing touch on another's body can elicit corresponding tactile sensations in the observer, a phenomenon termed mirror touch that supports empathy and social perception. This visuo-tactile resonance is thought to rely on structural correspondence ... read more 
Robotics cs.LG

Med-DisSeg: Dispersion-Driven Representation Learning for Fine-Grained Medical Image Segmentation

arXiv May 14, 2026
Accurate medical image segmentation is fundamental to precision medicine, yet robust delineation remains challenging under heterogeneous appearances, ambiguous boundaries, and large anatomical variability. Similar intensity and texture patterns betwe... read more 
Computer Vision and Pattern Recognition
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