Artificial Intelligence Medical Compendium

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

Showing 52,341 to 52,350 of 225,279 articles

MICCAI STS 2024 challenge: Semi-supervised instance-level tooth segmentation in panoramic X-ray and CBCT images.

Medical image analysis Feb 9, 2026
Orthopantomogram (OPGs) and Cone-Beam Computed Tomography (CBCT) are vital for dentistry, but creating large datasets for automated tooth segmentation is hindered by the labor-intensive process of manual instance-level annotation. This research aimed... read more 

Development of a hybrid deep learning-based framework for liver fibrosis classification using ultrasound images.

iLIVER Feb 9, 2026
BACKGROUND AND AIMS: Liver fibrosis is a progressive accumulation of extracellular matrix proteins with distortion of hepatic architecture and can progress to cirrhosis or hepatocellular carcinoma. Biopsy remains the diagnostic gold standard, however... read more 

AMS-HD: Hyperdimensional Computing for Real-Time and Energy-Efficient Acute Mountain Sickness Detection

arXiv Feb 9, 2026
Altitude sickness is a potentially life-threatening condition that impacts many individuals traveling to elevated altitudes. Timely detection is critical as symptoms can escalate rapidly. Early recognition enables simple interventions such as descent... read more 
Symbolic Computation cs.ET cs.LG

Grow with the Flow: 4D Reconstruction of Growing Plants with Gaussian Flow Fields

arXiv Feb 9, 2026
Modeling the time-varying 3D appearance of plants during their growth poses unique challenges: unlike many dynamic scenes, plants generate new geometry over time as they expand, branch, and differentiate. Recent motion modeling techniques are ill-sui... read more 
Computer Vision and Pattern Recognition

Grow with the Flow: 4D Reconstruction of Growing Plants with Gaussian Flow Fields

arXiv Feb 9, 2026
Modeling the time-varying 3D appearance of plants during their growth poses unique challenges: unlike many dynamic scenes, plants generate new geometry over time as they expand, branch, and differentiate. Recent motion modeling techniques are ill-sui... read more 
Computer Vision and Pattern Recognition

Universal Coefficients and Mayer-Vietoris Sequence for Groupoid Homology

arXiv Feb 9, 2026
We study homology of ample groupoids via the compactly supported Moore complex of the nerve. Let $A$ be a topological abelian group. For $n\ge 0$ set $C_n(\mathcal G;A) := C_c(\mathcal G_n,A)$ and define $\partial_n^A=\sum_{i=0}^n(-1)^i(d_i)_*$. This... read more 
Algebraic Topology cs.LG math.OA stat.ML

GEBench: Benchmarking Image Generation Models as GUI Environments

arXiv Feb 9, 2026
Recent advancements in image generation models have enabled the prediction of future Graphical User Interface (GUI) states based on user instructions. However, existing benchmarks primarily focus on general domain visual fidelity, leaving the evaluat... read more 
Artificial Intelligence cs.CV

GEBench: Benchmarking Image Generation Models as GUI Environments

arXiv Feb 9, 2026
Recent advancements in image generation models have enabled the prediction of future Graphical User Interface (GUI) states based on user instructions. However, existing benchmarks primarily focus on general domain visual fidelity, leaving the evaluat... read more 
Artificial Intelligence cs.CV

ShapeCond: Fast Shapelet-Guided Dataset Condensation for Time Series Classification

arXiv Feb 9, 2026
Time series data supports many domains (e.g., finance and climate science), but its rapid growth strains storage and computation. Dataset condensation can alleviate this by synthesizing a compact training set that preserves key information. Yet most ... read more 
Machine Learning

ArcFlow: Unleashing 2-Step Text-to-Image Generation via High-Precision Non-Linear Flow Distillation

arXiv Feb 9, 2026
Diffusion models have achieved remarkable generation quality, but they suffer from significant inference cost due to their reliance on multiple sequential denoising steps, motivating recent efforts to distill this inference process into a few-step re... read more 
Computer Vision and Pattern Recognition cs.AI
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