Artificial Intelligence Medical Compendium

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

Showing 45,861 to 45,870 of 224,055 articles

GuiDINO: Rethinking Vision Foundation Model in Medical Image Segmentation

arXiv Mar 1, 2026
Foundation vision models are increasingly adopted in medical image analysis. Due to domain shift, these pretrained models misalign with medical image segmentation needs without being fully fine-tuned or lightly adapted. We introduce GuiDINO, a framew... read more 
Computer Vision and Pattern Recognition

HVR-Met: A Hypothesis-Verification-Replaning Agentic System for Extreme Weather Diagnosis

arXiv Mar 1, 2026
While deep learning-based weather forecasting paradigms have made significant strides, addressing extreme weather diagnostics remains a formidable challenge. This gap exists primarily because the diagnostic process demands sophisticated multi-step lo... read more 
Artificial Intelligence

ClinCoT: Clinical-Aware Visual Chain-of-Thought for Medical Vision Language Models

arXiv Mar 1, 2026
Medical Vision-Language Models have shown promising potential in clinical decision support, yet they remain prone to factual hallucinations due to insufficient grounding in localized pathological evidence. Existing medical alignment methods primarily... read more 
Computer Vision and Pattern Recognition cs.AI

Predictive Reasoning with Augmented Anomaly Contrastive Learning for Compositional Visual Relations

arXiv Mar 1, 2026
While visual reasoning for simple analogies has received significant attention, compositional visual relations (CVR) remain relatively unexplored due to their greater complexity. To solve CVR tasks, we propose Predictive Reasoning with Augmented Anom... read more 
Computer Vision and Pattern Recognition cs.AI

Teacher-Guided Causal Interventions for Image Denoising: Orthogonal Content-Noise Disentanglement in Vision Transformers

arXiv Mar 1, 2026
Conventional image denoising models often inadvertently learn spurious correlations between environmental factors and noise patterns. Moreover, due to high-frequency ambiguity, they struggle to reliably distinguish subtle textures from stochastic noi... read more 
Computer Vision and Pattern Recognition

TC-SSA: Token Compression via Semantic Slot Aggregation for Gigapixel Pathology Reasoning

arXiv Mar 1, 2026
The application of large vision-language models to computational pathology holds great promise for diagnostic assistants but faces a critical computational bottleneck: the gigapixel scale of Whole Slide Images (WSIs). A single WSI typically contains ... read more 
Computer Vision and Pattern Recognition cs.AI

ConVibNet: Needle Detection during Continuous Insertion via Frequency-Inspired Features

arXiv Mar 1, 2026
Purpose: Ultrasound-guided needle interventions are widely used in clinical practice, but their success critically depends on accurate needle placement, which is frequently hindered by the poor and intermittent visibility of needles in ultrasound ima... read more 
Computer Vision and Pattern Recognition

GRAD-Former: Gated Robust Attention-based Differential Transformer for Change Detection

arXiv Mar 1, 2026
Change detection (CD) in remote sensing aims to identify semantic differences between satellite images captured at different times. While deep learning has significantly advanced this field, existing approaches based on convolutional neural networks ... read more 
Computer Vision and Pattern Recognition cs.AI

BeautyGRPO: Aesthetic Alignment for Face Retouching via Dynamic Path Guidance and Fine-Grained Preference Modeling

arXiv Mar 1, 2026
Face retouching requires removing subtle imperfections while preserving unique facial identity features, in order to enhance overall aesthetic appeal. However, existing methods suffer from a fundamental trade-off. Supervised learning on labeled data ... read more 
Computer Vision and Pattern Recognition

FREE-Edit: Using Editing-aware Injection in Rectified Flow Models for Zero-shot Image-Driven Video Editing

arXiv Mar 1, 2026
Image-driven video editing aims to propagate edit contents from the modified first frame to the rest frames. The existing methods usually invert the source video to noise using a pre-trained image-to-video (I2V) model and then guide the sampling proc... read more 
Computer Vision and Pattern Recognition
Popular Topics
Recent Journals