Artificial Intelligence Medical Compendium

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

Showing 25,471 to 25,480 of 217,759 articles

Semantic Segmentation for Histopathology using Learned Regularization based on Global Proportions

arXiv Apr 27, 2026
In pathology, the spatial distribution and proportions of tissue types are key indicators of disease progression, and are more readily available than fine-grained annotations. However, these assessments are rarely mapped to pixel-wise segmentation. T... read more 
Image and Video Processing cs.CV cs.LG

Diffusion Templates: A Unified Plugin Framework for Controllable Diffusion

arXiv Apr 27, 2026
Controllable diffusion methods have substantially expanded the practical utility of diffusion models, but they are typically developed as isolated, backbone-specific systems with incompatible training pipelines, parameter formats, and runtime hooks. ... read more 
Machine Learning cs.AI cs.CV cs.SE

PathMoG: A Pathway-Centric Modular Graph Neural Network for Multi-Omics Survival Prediction

arXiv Apr 27, 2026
Cancer survival prediction from multi-omics data remains challenging because prognostic signals are high-dimensional, heterogeneous, and distributed across interacting genes and pathways. We propose PathMoG, a pathway-centric modular graph neural net... read more 
Machine Learning cs.AI

Certified geometric robustness -- Super-DeepG

arXiv Apr 27, 2026
Safety-critical applications are required to perform as expected in normal operations. Image processing functions are often required to be insensitive to small geometric perturbations such as rotation, scaling, shearing or translation. This paper add... read more 
Artificial Intelligence cs.LG cs.SC

AD-Relight: Training-Free Banner Relighting via Illumination Translation with Diffusion Priors

arXiv Apr 27, 2026
The recent surge in content consumption through streaming services has driven a growing demand for personalized content. Personalized advertisements (ads) play a crucial role in enhancing both user engagement and ad effectiveness. A key aspect of ad ... read more 
Computer Vision and Pattern Recognition

BMD-45: A Large-Scale CCTV Vehicle Detection Dataset for Urban Traffic in Developing Cities

arXiv Apr 27, 2026
Robust vehicle detection from fixed CCTV cameras is critical for Intelligent Transportation Systems. Yet existing benchmarks predominantly feature relatively homogeneous, highly organized traffic patterns captured from ego-centric driving perspective... read more 
Computer Vision and Pattern Recognition

BandRouteNet: An Adaptive Band Routing Neural Network for EEG Artifact Removal

arXiv Apr 27, 2026
Electroencephalography (EEG) is highly susceptible to artifact contamination, such as electrooculographic (EOG) and electromyographic (EMG) interference, which severely degrades signal quality and hinders reliable interpretation in applications inclu... read more 
Signal Processing cs.AI

SPLIT: Separating Physical-Contact via Latent Arithmetic in Image-Based Tactile Sensors

arXiv Apr 27, 2026
Training machine learning models for robotic tactile sensing requires vast amounts of data, yet obtaining realistic interaction data remains a challenge due to physical complexity and variability. Simulating tactile sensors is thus a crucial step in ... read more 
Robotics cs.AI cs.LG

TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering

arXiv Apr 27, 2026
Despite recent advances in text-to-image generation, models still struggle to accurately render prompt-specified text with correct spatial layout -- especially in multi-span, structured settings. This challenge is driven not only by the lack of datas... read more 
Computer Vision and Pattern Recognition

Geometric Analysis of Self-Supervised Vision Representations for Semantic Image Retrieval

arXiv Apr 27, 2026
Content-based image retrieval (CBIR) systems enable users to search images based on visual content instead of relying on metadata. The text domain has benefited from vector search of representations created with unsupervised methods such as BERT. How... read more 
Information Retrieval cs.CV
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