COVID-19

COVID-19

Latest AI and machine learning research in covid-19 for healthcare professionals.

6,831 articles

Infectious-Disease Subcategories: Bacterial Infection COVID-19 Flu & URI Fungal Infection Hepatitis HIV/AIDS Public Health STDs Vaccines

Showing 3655-3675 of 6,831 articles

FCaS: Fine-grained Cardiac Image Synthesis based on 3D Template Conditional Diffusion Model

Solving medical imaging data scarcity through semantic image generation has attracted significant ...

Mar 2025 http://arxiv.org/abs/2503.09560v1

Evaluation of state-of-the-art deep learning models in the segmentation of the heart ventricles in parasternal short-axis echocardiograms

Previous studies on echocardiogram segmentation are focused on the left ventricle in parasternal l...

Mar 2025 http://arxiv.org/abs/2503.08970v1

MaskAttn-UNet: A Mask Attention-Driven Framework for Universal Low-Resolution Image Segmentation

Low-resolution image segmentation is crucial in real-world applications such as robotics, augmente...

Mar 2025 http://arxiv.org/abs/2503.10686v2

MF-VITON: High-Fidelity Mask-Free Virtual Try-On with Minimal Input

Recent advancements in Virtual Try-On (VITON) have significantly improved image realism and garmen...

Mar 2025 http://arxiv.org/abs/2503.08650v1

SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories

While MLLMs have demonstrated adequate image understanding capabilities, they still struggle with ...

Mar 2025 http://arxiv.org/abs/2503.08625v1

Diffusion Transformer Meets Random Masks: An Advanced PET Reconstruction Framework

Deep learning has significantly advanced PET image re-construction, achieving remarkable improveme...

Mar 2025 http://arxiv.org/abs/2503.08339v1

PRISM: Privacy-Preserving Improved Stochastic Masking for Federated Generative Models

Despite recent advancements in federated learning (FL), the integration of generative models into ...

Mar 2025 http://arxiv.org/abs/2503.08085v3

Accurate INT8 Training Through Dynamic Block-Level Fallback

Transformer models have achieved remarkable success across various AI applications but face signif...

Mar 2025 http://arxiv.org/abs/2503.08040v2

Event-Driven Implementation of a Physical Reservoir Computing Framework for superficial EMG-based Gesture Recognition

Wearable health devices have a strong demand in real-time biomedical signal processing. However tr...

Mar 2025 http://arxiv.org/abs/2503.13492v1

Customized SAM 2 for Referring Remote Sensing Image Segmentation

Referring Remote Sensing Image Segmentation (RRSIS) aims to segment target objects in remote sensi...

Mar 2025 http://arxiv.org/abs/2503.07266v2

OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation

Segment Anything Model 2 (SAM2) has emerged as a strong base model in various pinhole imaging segm...

Mar 2025 http://arxiv.org/abs/2503.07098v1

Two-stage Deep Denoising with Self-guided Noise Attention for Multimodal Medical Images

Medical image denoising is considered among the most challenging vision tasks. Despite the real-wo...

Mar 2025 http://arxiv.org/abs/2503.06827v1

DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion

Accurate medical image segmentation is crucial for precise anatomical delineation. Deep learning m...

Mar 2025 http://arxiv.org/abs/2503.06748v1

D3DR: Lighting-Aware Object Insertion in Gaussian Splatting

Gaussian Splatting has become a popular technique for various 3D Computer Vision tasks, including ...

Mar 2025 http://arxiv.org/abs/2503.06740v1

Seeing Delta Parameters as JPEG Images: Data-Free Delta Compression with Discrete Cosine Transform

With transformer-based models and the pretrain-finetune paradigm becoming mainstream, the high sto...

Mar 2025 http://arxiv.org/abs/2503.06676v1

StructGS: Adaptive Spherical Harmonics and Rendering Enhancements for Superior 3D Gaussian Splatting

Recent advancements in 3D reconstruction coupled with neural rendering techniques have greatly imp...

Mar 2025 http://arxiv.org/abs/2503.06462v1

Segment Anything, Even Occluded

Amodal instance segmentation, which aims to detect and segment both visible and invisible parts of...

Mar 2025 http://arxiv.org/abs/2503.06261v1

ForestSplats: Deformable transient field for Gaussian Splatting in the Wild

Recently, 3D Gaussian Splatting (3D-GS) has emerged, showing real-time rendering speeds and high-q...

Mar 2025 http://arxiv.org/abs/2503.06179v2

Improving SAM for Camouflaged Object Detection via Dual Stream Adapters

Segment anything model (SAM) has shown impressive general-purpose segmentation performance on natu...

Mar 2025 http://arxiv.org/abs/2503.06042v2

Conformal Prediction for Image Segmentation Using Morphological Prediction Sets

Image segmentation is a challenging task influenced by multiple sources of uncertainty, such as th...

Mar 2025 http://arxiv.org/abs/2503.05618v1

S4M: Segment Anything with 4 Extreme Points

The Segment Anything Model (SAM) has revolutionized open-set interactive image segmentation, inspi...

Mar 2025 http://arxiv.org/abs/2503.05534v1

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