Artificial Intelligence Medical Compendium

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

Showing 36,311 to 36,320 of 223,137 articles

MATA-Former & SIICU: Semantic Aware Temporal Alignment for High-Fidelity ICU Risk Prediction

arXiv Apr 2, 2026
Forecasting evolving clinical risks relies on intrinsic pathological dependencies rather than mere chronological proximity, yet current methods struggle with coarse binary supervision and physical timestamps. To align predictive modeling with clinica... read more 
Machine Learning

Setup-Independent Full Projector Compensation

arXiv Apr 2, 2026
Projector compensation seeks to correct geometric and photometric distortions that occur when images are projected onto nonplanar or textured surfaces. However, most existing methods are highly setup-dependent, requiring fine-tuning or retraining whe... read more 
Computer Vision and Pattern Recognition

Unifying UAV Cross-View Geo-Localization via 3D Geometric Perception

arXiv Apr 2, 2026
Cross-view geo-localization for Unmanned Aerial Vehicles (UAVs) operating in GNSS-denied environments remains challenging due to the severe geometric discrepancy between oblique UAV imagery and orthogonal satellite maps. Most existing methods address... read more 
Computer Vision and Pattern Recognition

Ultrasound-CLIP: Semantic-Aware Contrastive Pre-training for Ultrasound Image-Text Understanding

arXiv Apr 2, 2026
Ultrasound imaging is widely used in clinical diagnostics due to its real-time capability and radiation-free nature. However, existing vision-language pre-training models, such as CLIP, are primarily designed for other modalities, and are difficult t... read more 
Computer Vision and Pattern Recognition

Control-DINO: Feature Space Conditioning for Controllable Image-to-Video Diffusion

arXiv Apr 2, 2026
Video models have recently been applied with success to problems in content generation, novel view synthesis, and, more broadly, world simulation. Many applications in generation and transfer rely on conditioning these models, typically through perce... read more 
Computer Vision and Pattern Recognition

Cosine-Normalized Attention for Hyperspectral Image Classification

arXiv Apr 2, 2026
Transformer-based methods have improved hyperspectral image classification (HSIC) by modeling long-range spatial-spectral dependencies; however, their attention mechanisms typically rely on dot-product similarity, which mixes feature magnitude and or... read more 
Computer Vision and Pattern Recognition

Hidden Meanings in Plain Sight: RebusBench for Evaluating Cognitive Visual Reasoning

arXiv Apr 2, 2026
Large Vision-Language Models (LVLMs) have achieved remarkable proficiency in explicit visual recognition, effectively describing what is directly visible in an image. However, a critical cognitive gap emerges when the visual input serves only as a cl... read more 
Computer Vision and Pattern Recognition

DriveDreamer-Policy: A Geometry-Grounded World-Action Model for Unified Generation and Planning

arXiv Apr 2, 2026
Recently, world-action models (WAM) have emerged to bridge vision-language-action (VLA) models and world models, unifying their reasoning and instruction-following capabilities and spatio-temporal world modeling. However, existing WAM approaches ofte... read more 
Computer Vision and Pattern Recognition cs.AI cs.RO

A deep learning pipeline for PAM50 subtype classification using histopathology images and multi-objective patch selection

arXiv Apr 2, 2026
Breast cancer is a highly heterogeneous disease with diverse molecular profiles. The PAM50 gene signature is widely recognized as a standard for classifying breast cancer into intrinsic subtypes, enabling more personalized treatment strategies. In th... read more 
Computer Vision and Pattern Recognition cs.AI

SafeRoPE: Risk-specific Head-wise Embedding Rotation for Safe Generation in Rectified Flow Transformers

arXiv Apr 2, 2026
Recent Text-to-Image (T2I) models based on rectified-flow transformers (e.g., SD3, FLUX) achieve high generative fidelity but remain vulnerable to unsafe semantics, especially when triggered by multi-token interactions. Existing mitigation methods la... read more 
Computer Vision and Pattern Recognition
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