Artificial Intelligence Medical Compendium

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

Showing 151 to 160 of 212,780 articles

Biological Amnesia in ICU Time-Series Prediction: A Drift-Adaptive Two-Stream Architecture with Temporal Retrieval

arXiv Jul 21, 2026
Background: Clinical decision support systems degrade silently as treatment protocols evolve, yet standard adaptation methods treat models as monolithic blocks, unable to distinguish stable patient physiology from shifting institutional practice. Met... read more 
Machine Learning cs.AI cs.IR q-bio.QM

IMMoE: Incomplete Multi-View Anomaly Detection via Mixture of View Experts Fusion

arXiv Jul 21, 2026
Existing Multi-view Anomaly Detection (MAD) methods assume that all views are completely available and model each view separately. However, in real industrial scenarios, information in the view may be missing due to faults such as occlusion, which le... read more 
Computer Vision and Pattern Recognition

Gaze-DETR: Top-Down Guidance Through Priority Maps for Infrared Weak-Small UAV Detection with DETR

arXiv Jul 21, 2026
Infrared small target detection (ISTD) remains challenging because tiny, low-contrast targets are easily overwhelmed by clutter, noise, or occlusion. Conventional single-frame and multi-frame detectors rely on bounding-box supervision, which specifie... read more 
Computer Vision and Pattern Recognition

Now You See the Hate: Adaptive View Retrieval for Hidden Hateful Illusions

arXiv Jul 21, 2026
Hateful optical illusions expose a serious gap in current multimodal safety systems. On original-view hateful illusions, previous work shows that six moderation classifiers achieve at most 20.9 to 24.5% accuracy and nine state-of-the-art VLMs remain ... read more 
Computer Vision and Pattern Recognition cs.AI

Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing

arXiv Jul 21, 2026
Large-scale visual generators are increasingly capable but costly to train, fine-tune, and deploy. We introduce Mage-Flow, a compact 4B-scale generative stack for efficient text-to-image generation and instruction-based image editing. The stack is bu... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG cs.MM eess.IV

Delineate Anything v2: A Global Foundation Model for Field Delineation

arXiv Jul 21, 2026
Accurate agricultural field boundary delineation at large scale is a foundational task for food security, supply chain transparency, and carbon accounting. While vision foundation models like SAM show remarkable zero-shot capabilities, they frequentl... read more 
Computer Vision and Pattern Recognition

Wavefront Parallelization for Efficient Learned Image Compression

arXiv Jul 21, 2026
Autoregressive context models are foundational for learned image compression,but they suffer from slow serial inference. Existing acceleration methods such as checkerboard context require architectural changes and retraining, thus are inapplicable to... read more 
Image and Video Processing cs.CV

Advancing Multimodal Fusion on Heterogeneous Medical Data with Hybrid Geometry Attention

arXiv Jul 21, 2026
Multimodal fusion learning (MFL) has shown great potential in the medical domain, where we are faced with disparate data modalities such as imaging, clinical records, and omics. However, existing MFL strategies face several major challenges. First, t... read more 
Computer Vision and Pattern Recognition

An unsupervised clustering analysis of breast cancer data derived from electronic health records enhanced through UMAP dimensionality reduction

arXiv Jul 21, 2026
Breast cancer is one of the most widespread types of cancer, affecting approximately 8 million women worldwide. Electronic health records of patients diagnosed with this disease can serve as valuable datasets for computational analyses, enabling the ... read more 
Machine Learning q-bio.QM

CR-Refiner: An Object-Centric Optimal Transport Reranker for Edit-Conditioned 3D Scene Retrieval

arXiv Jul 21, 2026
Edit-conditioned 3D scene retrieval pairs a reference 3D room with a natural-language modification and retrieves rooms from a corpus that satisfy the edit. Three lines of prior work each fall short on this task. 2D composed image retrieval reasons ov... read more 
Computer Vision and Pattern Recognition
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