Artificial Intelligence Medical Compendium

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

Showing 1,731 to 1,740 of 213,568 articles

ESAR: Event-Based Synthetic Aperture Reconstruction

arXiv Jul 16, 2026
Event cameras report asynchronous polarity events when changes in log--radiance exceed a fixed contrast threshold, producing signed temporal contrast measurements rather than conventional image frames. We formulate monocular event-based imaging as a ... read more 
Image and Video Processing cs.CV eess.SP

Towards Hierarchical Structure Understanding of Newspaper Images

arXiv Jul 16, 2026
Understanding newspaper images remains a challenging task due to their complex, nested hierarchical structures and dense, heterogeneous layouts. In this paper, we explore two complementary approaches for newspaper structure understanding. First, we p... read more 
Computer Vision and Pattern Recognition cs.AI cs.IR

AlphaWiSE: Adaptive Weight Interpolation for Continual Multimodal Representation Learning

arXiv Jul 16, 2026
Multimodal models such as CLIP learn a shared embedding space for cross-modal retrieval, but continual adaptation to sequentially arriving data can disrupt the cross-modal alignment acquired from earlier phases. Conventional continual-learning method... read more 
Computer Vision and Pattern Recognition cs.LG

QuReC: All-in-One Image Restoration with Query-Specific Guidance and Local-Global Response Calibration

arXiv Jul 16, 2026
All-in-one image restoration aims to recover clean images degraded by multiple corruption types using a single unified model. Existing methods typically rely on image-level prompts or shared guidance to handle diverse degradations. However, such a pa... read more 
Computer Vision and Pattern Recognition

DAPGNet: Dynamic Adaptive Physics-Guided Graph Diffusion Network for Hyperspectral Image Classification

arXiv Jul 16, 2026
Hyperspectral image (HSI) classification requires reliable pixel-relation modeling under spectral variability, mixed pixels, and heterogeneous boundaries. Existing graph-based HSI classifiers usually construct graph topology from spatial proximity, s... read more 
Computer Vision and Pattern Recognition

Ray-based phase error correction for miniaturized DOE projector-based FPP under single-directional hyperbolic projection

arXiv Jul 16, 2026
Fringe Projection Profilometry (FPP) systems using miniaturized DOE pro-jectors often suffer from severe phase artifacts due to nonlinear projection characteristics and limited pattern controllability. We propose a ray-based phase error correction fr... read more 
Computer Vision and Pattern Recognition

Symbal: Detecting Systematic Misalignments in Model-Generated Captions

arXiv Jul 16, 2026
Multimodal large language models (MLLMs) often introduce errors when generating image captions, resulting in misaligned image-text pairs. Our work focuses on a class of captioning errors that we refer to as systematic misalignments, where a recurring... read more 
Computer Vision and Pattern Recognition cs.AI

NeuronSoup: Evolving Asynchronous, Shared-Neuron Temporal Graphs without Backpropagation

arXiv Jul 16, 2026
We present NeuronSoup, a neural computation architecture that replaces synchronous layer-by-layer processing with asynchronous, delay-mediated signal propagation through a pool of shared neurons. Each path in the network routes a continuous-valued si... read more 
Neural and Evolutionary Computing cs.LG

CRISP: Constrained Refinement via Iterative Squeezing Process for Robust Medical Image Segmentation under Domain Shift

arXiv Jul 16, 2026
Distribution shift in medical imaging remains a central bottleneck for the clinical translation of medical AI. Failure to address it can lead to severe performance degradation in unseen environments and exacerbate health inequities. Existing methods ... read more 
Computer Vision and Pattern Recognition

Beyond the Leaderboard: Design Lessons for Trustworthy Multimodal VQA

arXiv Jul 16, 2026
Healthcare multimodal AI must combine visual and textual evidence while remaining reliable and interpretable. Using MediaEval Medico 2025 as a retrospective GI endoscopy case study, we analyze design choices across nine documented systems for questio... read more 
Computation and Language cs.CV
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