Artificial Intelligence Medical Compendium

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

Showing 36,021 to 36,030 of 223,137 articles

ARIQA-3DS: A Stereoscopic Image Quality Assessment Dataset for Realistic Augmented Reality

arXiv Apr 3, 2026
As Augmented Reality (AR) technologies advance towards immersive consumer adoption, the need for rigorous Quality of Experience (QoE) assessment becomes critical. However, existing datasets often lack ecological validity, relying on monocular viewing... read more 
Image and Video Processing cs.CV cs.MM

Gram-MMD: A Texture-Aware Metric for Image Realism Assessment

arXiv Apr 3, 2026
Evaluating the realism of generated images remains a fundamental challenge in generative modeling. Existing distributional metrics such as the Frechet Inception Distance (FID) and CLIP-MMD (CMMD) compare feature distributions at a semantic level but ... read more 
Computer Vision and Pattern Recognition

Can Nano Banana 2 Replace Traditional Image Restoration Models? An Evaluation of Its Performance on Image Restoration Tasks

arXiv Apr 3, 2026
Recent advances in generative AI raise the question of whether general-purpose image editing models can serve as unified solutions for image restoration. In this work, we conduct a systematic evaluation of Nano Banana 2 for image restoration across d... read more 
Computer Vision and Pattern Recognition

GenSmoke-GS: A Multi-Stage Method for Novel View Synthesis from Smoke-Degraded Images Using a Generative Model

arXiv Apr 3, 2026
This paper describes our method for Track 2 of the NTIRE 2026 3D Restoration and Reconstruction (3DRR) Challenge on smoke-degraded images. In this task, smoke reduces image visibility and weakens the cross-view consistency required by scene optimizat... read more 
Computer Vision and Pattern Recognition

A semicontinuous relaxation of Saito's criterion and freeness as angular minimization

arXiv Apr 3, 2026
We introduce a nonnegative functional on the space of line arrangements in $\mathbb{P}^2$ that vanishes precisely on free arrangements, obtained as a semicontinuous relaxation of Saito's criterion for freeness. Given an arrangement $\mathcal{A}$ of $... read more 
Algebraic Geometry cs.LG math.CO

Effect of Input Resolution on Retinal Vessel Segmentation Performance: An Empirical Study Across Five Datasets

arXiv Apr 3, 2026
Most deep learning pipelines for retinal vessel segmentation resize fundus images to satisfy GPU memory constraints and enable uniform batch processing. However, the impact of this resizing on thin vessel detection remains underexplored. When high re... read more 
Computer Vision and Pattern Recognition

Extending deep learning U-Net architecture for predicting unsteady fluid flows in textured microchannels

arXiv Apr 3, 2026
In this study, we have explored an application of deep learning architecture of the U-Net model, originally designed for biomedical image segmentation, in a regression analysis aimed at predicting fluid flows through textured microchannels. The data ... read more 
Computational Engineering, Finance, and Science

Visual Prototype Conditioned Focal Region Generation for UAV-Based Object Detection

arXiv Apr 3, 2026
Unmanned aerial vehicle (UAV) based object detection is a critical but challenging task, when applied in dynamically changing scenarios with limited annotated training data. Layout-to-image generation approaches have proved effective in promoting det... read more 
Computer Vision and Pattern Recognition

Learning from Synthetic Data via Provenance-Based Input Gradient Guidance

arXiv Apr 3, 2026
Learning methods using synthetic data have attracted attention as an effective approach for increasing the diversity of training data while reducing collection costs, thereby improving the robustness of model discrimination. However, many existing me... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG

BioUNER: A Benchmark Dataset for Clinical Urdu Named Entity Recognition

arXiv Apr 3, 2026
In this article, we present a gold-standard benchmark dataset for Biomedical Urdu Named Entity Recognition (BioUNER), developed by crawling health-related articles from online Urdu news portals, medical prescriptions, and hospital health blogs and we... read more 
Computation and Language
Popular Topics
Recent Journals