Artificial Intelligence Medical Compendium

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

Showing 60,041 to 60,050 of 228,014 articles

Trustworthy Data-driven Chronological Age Estimation from Panoramic Dental Images

arXiv Jan 19, 2026
Integrating deep learning into healthcare enables personalized care but raises trust issues due to model opacity. To improve transparency, we propose a system for dental age estimation from panoramic images that combines an opaque and a transparent m... read more 
Computation and Language

StyMam: A Mamba-Based Generator for Artistic Style Transfer

arXiv Jan 19, 2026
Image style transfer aims to integrate the visual patterns of a specific artistic style into a content image while preserving its content structure. Existing methods mainly rely on the generative adversarial network (GAN) or stable diffusion (SD). GA... read more 
Computer Vision and Pattern Recognition

GazeD: Context-Aware Diffusion for Accurate 3D Gaze Estimation

arXiv Jan 19, 2026
We introduce GazeD, a new 3D gaze estimation method that jointly provides 3D gaze and human pose from a single RGB image. Leveraging the ability of diffusion models to deal with uncertainty, it generates multiple plausible 3D gaze and pose hypotheses... read more 
Computer Vision and Pattern Recognition

AI-generated data contamination erodes pathological variability and diagnostic reliability

arXiv Jan 19, 2026
Generative artificial intelligence (AI) is rapidly populating medical records with synthetic content, creating a feedback loop where future models are increasingly at risk of training on uncurated AI-generated data. However, the clinical consequences... read more 
Computers and Society cs.AI cs.CL cs.CV cs.LG

Membership Inference Test: Auditing Training Data in Object Classification Models

arXiv Jan 19, 2026
In this research, we analyze the performance of Membership Inference Tests (MINT), focusing on determining whether given data were utilized during the training phase, specifically in the domain of object recognition. Within the area of object recogni... read more 
Computer Vision and Pattern Recognition cs.AI

An efficient heuristic for geometric analysis of cell deformations

arXiv Jan 19, 2026
Sickle cell disease causes erythrocytes to become sickle-shaped, affecting their movement in the bloodstream and reducing oxygen delivery. It has a high global prevalence and places a significant burden on healthcare systems, especially in resource-l... read more 
Machine Learning q-bio.QM

Dual-Stream Collaborative Transformer for Image Captioning

arXiv Jan 19, 2026
Current region feature-based image captioning methods have progressed rapidly and achieved remarkable performance. However, they are still prone to generating irrelevant descriptions due to the lack of contextual information and the over-reliance on ... read more 
Computer Vision and Pattern Recognition

Supervision-by-Hallucination-and-Transfer: A Weakly-Supervised Approach for Robust and Precise Facial Landmark Detection

arXiv Jan 19, 2026
High-precision facial landmark detection (FLD) relies on high-resolution deep feature representations. However, low-resolution face images or the compression (via pooling or strided convolution) of originally high-resolution images hinder the learnin... read more 
Computer Vision and Pattern Recognition

Simultaneous Detection of LSD and FMD in Cattle Using Ensemble Deep Learning

arXiv Jan 19, 2026
Lumpy Skin Disease (LSD) and Foot-and-Mouth Disease (FMD) are highly contagious viral diseases affecting cattle, causing significant economic losses and welfare challenges. Their visual diagnosis is complicated by significant symptom overlap with eac... read more 
Computer Vision and Pattern Recognition

Exploring Talking Head Models With Adjacent Frame Prior for Speech-Preserving Facial Expression Manipulation

arXiv Jan 19, 2026
Speech-Preserving Facial Expression Manipulation (SPFEM) is an innovative technique aimed at altering facial expressions in images and videos while retaining the original mouth movements. Despite advancements, SPFEM still struggles with accurate lip ... read more 
Computer Vision and Pattern Recognition
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