Artificial Intelligence Medical Compendium

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

Showing 51,971 to 51,980 of 225,279 articles

From myth to machine: artificial intelligence and the future of organ transplantation.

BJGP open Feb 10, 2026
read more 

X-Mark: Saliency-Guided Robust Dataset Ownership Verification for Medical Imaging

arXiv Feb 10, 2026
High-quality medical imaging datasets are essential for training deep learning models, but their unauthorized use raises serious copyright and ethical concerns. Medical imaging presents a unique challenge for existing dataset ownership verification m... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG

A Deep Multi-Modal Method for Patient Wound Healing Assessment

arXiv Feb 10, 2026
Hospitalization of patients is one of the major factors for high wound care costs. Most patients do not acquire a wound which needs immediate hospitalization. However, due to factors such as delay in treatment, patient's non-compliance or existing co... read more 
Computer Vision and Pattern Recognition cs.AI

GAFR-Net: A Graph Attention and Fuzzy-Rule Network for Interpretable Breast Cancer Image Classification

arXiv Feb 10, 2026
Accurate classification of breast cancer histopathology images is pivotal for early oncological diagnosis and therapeutic intervention.However, conventional deep learning architectures often encounter performance degradation under limited annotations... read more 
Computer Vision and Pattern Recognition cs.AI

Deep Modeling and Interpretation for Bladder Cancer Classification

arXiv Feb 10, 2026
Deep models based on vision transformer (ViT) and convolutional neural network (CNN) have demonstrated remarkable performance on natural datasets. However, these models may not be similar in medical imaging, where abnormal regions cover only a small ... read more 
Computer Vision and Pattern Recognition

In-Hospital Stroke Prediction from PPG-Derived Hemodynamic Features

arXiv Feb 10, 2026
The absence of pre-hospital physiological data in standard clinical datasets fundamentally constrains the early prediction of stroke, as patients typically present only after stroke has occurred, leaving the predictive value of continuous monitoring ... read more 
Machine Learning eess.IV

Kyrtos: A methodology for automatic deep analysis of graphic charts with curves in technical documents

arXiv Feb 10, 2026
Deep Understanding of Technical Documents (DUTD) has become a very attractive field with great potential due to large amounts of accumulated documents and the valuable knowledge contained in them. In addition, the holistic understanding of technical ... read more 
Computer Vision and Pattern Recognition cs.AI

Impact of domain adaptation in deep learning for medical image classifications

arXiv Feb 10, 2026
Domain adaptation (DA) is a quickly expanding area in machine learning that involves adjusting a model trained in one domain to perform well in another domain. While there have been notable progressions, the fundamental concept of numerous DA methodo... read more 
Computer Vision and Pattern Recognition

Fully Differentiable Bidirectional Dual-Task Synergistic Learning for Semi-Supervised 3D Medical Image Segmentation

arXiv Feb 10, 2026
Semi-supervised learning relaxes the need of large pixel-wise labeled datasets for image segmentation by leveraging unlabeled data. The scarcity of high-quality labeled data remains a major challenge in medical image analysis due to the high annotati... read more 
Computer Vision and Pattern Recognition

Single-Slice-to-3D Reconstruction in Medical Imaging and Natural Objects: A Comparative Benchmark with SAM 3D

arXiv Feb 10, 2026
A 3D understanding of anatomy is central to diagnosis and treatment planning, yet volumetric imaging remains costly with long wait times. Image-to-3D foundations models can solve this issue by reconstructing 3D data from 2D modalites. Current foundat... read more 
Computer Vision and Pattern Recognition
Popular Topics
Recent Journals