Artificial Intelligence Medical Compendium

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

Showing 11,841 to 11,850 of 210,187 articles

Unified Panoramic Geometry Estimation via Multi-View Foundation Models

arXiv May 25, 2026
Geometry estimation from perspective images has greatly advanced, maturing to the point where off-the-shelf foundation models are able to reconstruct 3D scene structure not only from multi-view imagery, but even from a single view. A natural extensio... read more 
Computer Vision and Pattern Recognition cs.AI

Joint Instance Segmentation and Geometric Attribute Regression for Roof Structures in Aerial Imagery

arXiv May 25, 2026
We present a method for jointly predicting instance-level roof segment masks together with three continuous geometric attributes -- building height, roof slope, and roof azimuth -- from a single aerial orthophoto. Our approach extends Mask R-CNN with... read more 
Computer Vision and Pattern Recognition

BioFact-MoE: Biologically Factorized Mixture of Experts for Vision-Language Prognostic Modeling in Hepatocellular Carcinoma

arXiv May 25, 2026
Hepatocellular carcinoma (HCC) is biologically heterogeneous, shaped by the interplay between hepatic functional reserve and tumor-related oncologic factors; thus, similar survival outcomes may reflect fundamentally different underlying biological pr... read more 
Computer Vision and Pattern Recognition cs.AI cs.LG

VisualNeedle: Benchmarking Active Visual Search in Information-Dense Scenes

arXiv May 25, 2026
Frontier multimodal large language models (MLLMs) have been reported to achieve over 90% accuracy on fine-grained perception benchmarks. However, such scores do not necessarily imply faithful use of visual evidence. Prior studies have identified thre... read more 
Computer Vision and Pattern Recognition cs.AI

Multi-Modal Building Inspection via Perceiver IO Fusion of Satellite and Street-Level Imagery

arXiv May 25, 2026
We present a multi-modal classification framework that fuses satellite and street-level imagery through a Perceiver IO architecture operating on spatial patch tokens from a shared DINOv2 backbone. The design naturally handles a variable number of str... read more 
Computer Vision and Pattern Recognition

Detail Consistent Stage-Wise Distillation for Efficient 3D MRI Segmentation

arXiv May 25, 2026
Deploying high-performing 3D medical image segmenters (e.g., nnU-Net) is often limited by memory footprint and inference latency. Compression is therefore necessary, but compact 3D encoders tend to lose fine structural cues (small lesions and sharp b... read more 
Computer Vision and Pattern Recognition

Garment Particles: A 2D--3D Symmetric Garment Representation for Generation and Editing

arXiv May 25, 2026
Practical garment design spans two modes: intuitive creation from high-level intent, such as a reference image or text description, and complex low-level editing across 2D sewing patterns and 3D draped geometry, which requires professional training t... read more 
Graphics cs.CV

Advancing Creative Physical Intelligence in Large Multimodal Models

arXiv May 25, 2026
Large multimodal models (LMMs) have rapidly advanced in perception and reasoning; however, it remains unclear whether these capabilities generalize to discovering visually grounded solutions in open-ended environments, beyond pattern recognition. In ... read more 
Artificial Intelligence cs.CL cs.LG

Recursive Class Connectivity Classification (R3C) Applied to Binary Image Segmentation for Improved Infant Fingerprint Enhancement

arXiv May 25, 2026
Image enhancement plays a crucial role in infant fingerprint matching, as child-specific characteristics such as smaller finger dimensions and thinner ridge structures often degrade image quality during acquisition. To address these limitations, enro... read more 
Computer Vision and Pattern Recognition

Stabilizing Streaming Video Geometry via Dynamic Feature Normalization

arXiv May 25, 2026
Consistent 3D geometry estimation from streaming RGB input is crucial for real-world applications such as autonomous driving, embodied AI, and large-scale reconstruction. While modern monocular geometry foundation models achieve strong single-image a... read more 
Computer Vision and Pattern Recognition
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