Artificial Intelligence Medical Compendium

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

Showing 22,681 to 22,690 of 216,842 articles

BFORE: Butterfly-Firefly Optimized Retinex Enhancement for Low-Light Image Quality Improvement

arXiv May 5, 2026
Low-light image enhancement is a fundamental challenge in computer vision and multimedia applications, as images captured under insufficient illumination suffer from poor visibility, low contrast, and color distortion. Existing Retinex-based methods ... read more 
Computer Vision and Pattern Recognition cs.AI

Meta-Inverse Physics-Informed Neural Networks for High-Dimensional Ordinary Differential Equations

arXiv May 5, 2026
Solving inverse problems in dynamical systems governed by high-dimensional coupled ordinary differential equations (ODEs) is a ubiquitous challenge in scientific machine learning. In many real-world applications, researchers seek to uncover unknown p... read more 
Machine Learning cs.AI

DALPHIN: Benchmarking Digital Pathology AI Copilots Against Pathologists on an Open Multicentric Dataset

arXiv May 5, 2026
Foundation models with visual question answering capabilities for digital pathology are emerging. Such unprecedented technology requires independent benchmarking to assess its potential in assisting pathologists in routine diagnostics. We created DAL... read more 
Computer Vision and Pattern Recognition cs.AI

Enhance the after-discharge mortality rate prediction via learning from the medical notes

arXiv May 5, 2026
With the increase of the Electronic Health Records (EHR) data, more and more researchers are developing machine learning models to learn from the medical notes. These unstructured text data pose significant challenges on the learning process as the q... read more 
Machine Learning

Disentangling Shared and Task-Specific Representations from Multi-Modal Clinical Data

arXiv May 5, 2026
Real-world clinical data is inherently multimodal, providing complementary evidence that mirrors the practical necessity of jointly assessing multiple related outcomes. Although multi-task learning can improve efficiency by sharing information across... read more 
Machine Learning cs.AI

deSEO: Physics-Aware Dataset Creation for High-Resolution Satellite Image Shadow Removal

arXiv May 5, 2026
Shadows cast by terrain and tall structures remain a major obstacle for high-resolution satellite image analysis, degrading classification, detection, and 3D reconstruction performance. Public resources offering geometry-consistent paired shadow/shad... read more 
Computer Vision and Pattern Recognition eess.IV

Uncertainty Estimation in Instance Segmentation of Affordances via Bayesian Visual Transformers

arXiv May 5, 2026
Visual affordances identify regions in an image with potential interactions, offering a novel paradigm for scene understanding. Recognizing affordances allows autonomous robots to act more naturally, could enhance human-robot interactions, enrich aug... read more 
Computer Vision and Pattern Recognition

A Few-Step Generative Model on Cumulative Flow Maps

arXiv May 5, 2026
We propose a unified, few-step generative modeling framework based on \emph{cumulative flow maps} for long-range transport in probability space, inspired by flow-map techniques for physical transport and dynamics. At its core is a cumulative-flow abs... read more 
Machine Learning cs.GR

The Detector Teaches Itself: Lightweight Self-Supervised Adaptation for Open-Vocabulary Object Detection

arXiv May 5, 2026
Open-vocabulary object detection aims to recognize objects from an open set of categories, which leverages vision-language models (VLMs) pre-trained on large-scale image-text data. The cooperative paradigm combines an object detector with a VLM to ac... read more 
Computer Vision and Pattern Recognition

AniMatrix: An Anime Video Generation Model that Thinks in Art, Not Physics

arXiv May 5, 2026
Video generation models internalize physical realism as their prior. Anime deliberately violates physics: smears, impact frames, chibi shifts; and its thousands of coexisting artistic conventions yield no single "physics of anime" a model can absorb.... read more 
Computer Vision and Pattern Recognition cs.AI
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