Artificial Intelligence Medical Compendium

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

Showing 41,131 to 41,140 of 223,737 articles

DermaFlux: Synthetic Skin Lesion Generation with Rectified Flows for Enhanced Image Classification

arXiv Mar 17, 2026
Despite recent advances in deep generative modeling, skin lesion classification systems remain constrained by the limited availability of large, diverse, and well-annotated clinical datasets, resulting in class imbalance between benign and malignant ... read more 
Computer Vision and Pattern Recognition

HGP-Mamba: Integrating Histology and Generated Protein Features for Mamba-based Multimodal Survival Risk Prediction

arXiv Mar 17, 2026
Recent advances in multimodal learning have significantly improved cancer survival risk prediction. However, the joint prognostic potential of protein markers and histopathology images remains underexplored, largely due to the high cost and limited a... read more 
Computer Vision and Pattern Recognition

HGP-Mamba: Integrating Histology and Generated Protein Features for Mamba-based Multimodal Survival Risk Prediction

arXiv Mar 17, 2026
Recent advances in multimodal learning have significantly improved cancer survival risk prediction. However, the joint prognostic potential of protein markers and histopathology images remains underexplored, largely due to the high cost and limited a... read more 
Computer Vision and Pattern Recognition

SF-Mamba: Rethinking State Space Model for Vision

arXiv Mar 17, 2026
The realm of Mamba for vision has been advanced in recent years to strike for the alternatives of Vision Transformers (ViTs) that suffer from the quadratic complexity. While the recurrent scanning mechanism of Mamba offers computational efficiency, i... read more 
Computer Vision and Pattern Recognition cs.AI

3D Fourier-based Global Feature Extraction for Hyperspectral Image Classification

arXiv Mar 17, 2026
Hyperspectral image classification (HSIC) has been significantly advanced by deep learning methods that exploit rich spatial-spectral correlations. However, existing approaches still face fundamental limitations: transformer-based models suffer from ... read more 
Computer Vision and Pattern Recognition

Cross-modal learning for plankton recognition

arXiv Mar 17, 2026
This paper considers self-supervised cross-modal coordination as a strategy enabling utilization of multiple modalities and large volumes of unlabeled plankton data to build models for plankton recognition. Automated imaging instruments facilitate th... read more 
Computer Vision and Pattern Recognition

LenghuSky-8: An 8-Year All-Sky Cloud Dataset with Star-Aware Masks and Alt-Az Calibration for Segmentation and Nowcasting

arXiv Mar 17, 2026
Ground-based time-domain observatories require minute-by-minute, site-scale awareness of cloud cover, yet existing all-sky datasets are short, daylight-biased, or lack astrometric calibration. We present LenghuSky-8, an eight-year (2018-2025) all-sky... read more 
Instrumentation and Methods for Astrophysics cs.AI cs.CV

Capability-Guided Compression: Toward Interpretability-Aware Budget Allocation for Large Language Models

arXiv Mar 17, 2026
Large language model compression has made substantial progress through pruning, quantization, and low-rank decomposition, yet a fundamental limitation persists across all existing methods: compression budgets are allocated without any representation ... read more 
Machine Learning cs.CL

Fast-HaMeR: Boosting Hand Mesh Reconstruction using Knowledge Distillation

arXiv Mar 17, 2026
Fast and accurate 3D hand reconstruction is essential for real-time applications in VR/AR, human-computer interaction, robotics, and healthcare. Most state-of-the-art methods rely on heavy models, limiting their use on resource-constrained devices li... read more 
Computer Vision and Pattern Recognition

Unified Removal of Raindrops and Reflections: A New Benchmark and A Novel Pipeline

arXiv Mar 17, 2026
When capturing images through glass surfaces or windshields on rainy days, raindrops and reflections frequently co-occur to significantly reduce the visibility of captured images. This practical problem lacks attention and needs to be resolved urgent... read more 
Computer Vision and Pattern Recognition
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