Artificial Intelligence Medical Compendium

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

Showing 41,561 to 41,570 of 223,853 articles

TopoVST: Toward Topology-fidelitous Vessel Skeleton Tracking

arXiv Mar 16, 2026
Automatic extraction of vessel skeletons is crucial for many clinical applications. However, achieving topologically faithful delineation of thin vessel skeletons remains highly challenging, primarily due to frequent discontinuities and the presence ... read more 
Computer Vision and Pattern Recognition

ILV: Iterative Latent Volumes for Fast and Accurate Sparse-View CT Reconstruction

arXiv Mar 16, 2026
A long-term goal in CT imaging is to achieve fast and accurate 3D reconstruction from sparse-view projections, thereby reducing radiation exposure, lowering system cost, and enabling timely imaging in clinical workflows. Recent feed-forward approache... read more 
Computer Vision and Pattern Recognition

EditHF-1M: A Million-Scale Rich Human Preference Feedback for Image Editing

arXiv Mar 16, 2026
Recent text-guided image editing (TIE) models have achieved remarkable progress, while many edited images still suffer from issues such as artifacts, unexpected editings, unaesthetic contents. Although some benchmarks and methods have been proposed f... read more 
Computer Vision and Pattern Recognition cs.MM

Spectrogram features for audio and speech analysis

arXiv Mar 16, 2026
Spectrogram-based representations have grown to dominate the feature space for deep learning audio analysis systems, and are often adopted for speech analysis also. Initially, the primary motivator for spectrogram-based representations was their abil... read more 
Audio and Speech Processing cs.AI cs.LG eess.SP

Workflow-Aware Structured Layer Decomposition for Illustration Production

arXiv Mar 16, 2026
Recent generative image editing methods adopt layered representations to mitigate the entangled nature of raster images and improve controllability, typically relying on object-based segmentation. However, such strategies may fail to capture the stru... read more 
Computer Vision and Pattern Recognition cs.GR

Relevance Feedback in Text-to-Image Diffusion: A Training-Free And Model-Agnostic Interactive Framework

arXiv Mar 16, 2026
Text-to-image generation using diffusion models has achieved remarkable success. However, users often possess clear visual intents but struggle to express them precisely in language, resulting in ambiguous prompts and misaligned images. Existing meth... read more 
Computer Vision and Pattern Recognition

FairMed-XGB: A Bayesian-Optimised Multi-Metric Framework with Explainability for Demographic Equity in Critical Healthcare Data

arXiv Mar 16, 2026
Machine learning models deployed in critical care settings exhibit demographic biases, particularly gender disparities, that undermine clinical trust and equitable treatment. This paper introduces FairMed-XGB, a novel framework that systematically de... read more 
Machine Learning cs.AI

GT-PCQA: Geometry-Texture Decoupled Point Cloud Quality Assessment with MLLM

arXiv Mar 16, 2026
With the rapid advancement of Multi-modal Large Language Models (MLLMs), MLLM-based Image Quality Assessment (IQA) methods have shown promising generalization. However, directly extending these MLLM-based IQA methods to PCQA remains challenging. On t... read more 
Computer Vision and Pattern Recognition

Pansharpening for Thin-Cloud Contaminated Remote Sensing Images: A Unified Framework and Benchmark Dataset

arXiv Mar 16, 2026
Pansharpening under thin cloudy conditions is a practically significant yet rarely addressed task, challenged by simultaneous spatial resolution degradation and cloud-induced spectral distortions. Existing methods often address cloud removal and pans... read more 
Computer Vision and Pattern Recognition

Learning Question-Aware Keyframe Selection with Synthetic Supervision for Video Question Answering

arXiv Mar 16, 2026
Large multimodal models (LMMs) have recently demonstrated remarkable performance in video question answering (VideoQA), yet reasoning over video remains challenging due to high inference cost and diluted information. Keyframe selection offers efficie... read more 
Computer Vision and Pattern Recognition cs.AI
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