Infectious Disease

COVID-19

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

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SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model

The rapid advancement of generative models in creating highly realistic images poses substantial r...

Certified Learning of Incremental ISS Controllers for Unknown Nonlinear Polynomial Dynamics

Incremental input-to-state stability (delta-ISS) offers a robust framework to ensure that small in...

MRGen: Segmentation Data Engine For Underrepresented MRI Modalities

Training medical image segmentation models for rare yet clinically significant imaging modalities ...

PEMF-VTO: Point-Enhanced Video Virtual Try-on via Mask-free Paradigm

Video Virtual Try-on aims to seamlessly transfer a reference garment onto a target person in a vid...

Unsupervised Network for Single Image Raindrop Removal

Image quality degradation caused by raindrops is one of the most important but challenging problem...

EchoONE: Segmenting Multiple echocardiography Planes in One Model

In clinical practice of echocardiography examinations, multiple planes containing the heart struct...

PopSweeper: Automatically Detecting and Resolving App-Blocking Pop-Ups to Assist Automated Mobile GUI Testing

Graphical User Interfaces (GUIs) are the primary means by which users interact with mobile applica...

MFTF: Mask-free Training-free Object Level Layout Control Diffusion Model

Text-to-image generation models have revolutionized content creation, but diffusion-based vision-l...

PainterNet: Adaptive Image Inpainting with Actual-Token Attention and Diverse Mask Control

Recently, diffusion models have exhibited superior performance in the area of image inpainting. In...

MeasureNet: Measurement Based Celiac Disease Identification

Celiac disease is an autoimmune disorder triggered by the consumption of gluten. It causes damage ...

Application of Analytical Hierarchical Process and its Variants on Remote Sensing Datasets

The river Ganga is one of the Earth's most critically important river basins, yet it faces signifi...

Optimal Algorithms for Augmented Testing of Discrete Distributions

We consider the problem of hypothesis testing for discrete distributions. In the standard model, w...

Deep Learning for Longitudinal Gross Tumor Volume Segmentation in MRI-Guided Adaptive Radiotherapy for Head and Neck Cancer

Accurate segmentation of gross tumor volume (GTV) is essential for effective MRI-guided adaptive r...

Prognostic Models Using Machine Learning Algorithms and Treatment Outcomes of Papillary Thyroid Carcinoma Variants.

BACKGROUND: Hürthle cell (HCC) and columnar cell variants (CCV) are rare subtypes of thyroid cancer.

Dec 2024 39614618
An evolving machine-learning-based algorithm to early predict response to anti-CGRP monoclonal antibodies in patients with migraine.

BACKGROUND: The present study aimed to determine whether machine-learning (ML)-based models can pred...

Dec 2024 39654467
Mitigating epidemic spread in complex networks based on deep reinforcement learning.

Complex networks are susceptible to contagious cascades, underscoring the urgency for effective epid...

Dec 2024 39700518
MSA-MaxNet: Multi-Scale Attention Enhanced Multi-Axis Vision Transformer Network for Medical Image Segmentation.

Convolutional neural networks (CNNs) are well established in handling local features in visual tasks...

Dec 2024 39706821
[Discussion about Testing Scheme of Intelligent Medical Devices].

Intelligent medical devices are flourishing with the deep integration of modern information and arti...

Nov 2024 39638633
How chromatin interactions shed light on interpreting non-coding genomic variants: opportunities and future direc-tions

Genomic variants, including copy number variants (CNVs) and genome-wide associa-tion study (GWAS) ...

MADE: Graph Backdoor Defense with Masked Unlearning

Graph Neural Networks (GNNs) have garnered significant attention from researchers due to their out...

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