Latest Articles for Healthcare Technology

Understanding AI decisions improves trust and effectiveness in medical diagnostics.

FedMSA enhances federated learning by improving communication and efficiency in decentralized training.

A new method enhances classification accuracy using Vision Transformer and self-attention.

New model improves machine learning explanations by incorporating uncertainty.

A new technique boosts confidence estimates in multimodal learning for better predictions.

A method to remove data from machine learning models while ensuring privacy.

A revolutionary approach enhances understanding of time series predictions.

A method to enhance data combination by focusing on quality.

Exploring privacy-preserving learning while tackling communication issues in federated reinforcement learning.

A library to explain machine learning predictions using time series data.

New tool enhances tissue image analysis by addressing stain variability.

New methods improve early detection of respiratory diseases using sound data.

Introducing LAMA, a method that improves CT imaging while reducing radiation exposure.

ReContrast improves anomaly detection using unsupervised methods for diverse data.

A new framework makes multivariate time series classification results easier to understand.

New methods improve model performance while ensuring data privacy.

A new framework improves AI's ability to handle uncertainty in predictions.

Research offers new methods for assessing speech clarity in dysarthria patients.

A new AI framework enhances understanding and segmentation of 3D medical images.

AI enhances medical imaging by optimizing data transfer and analysis.

A new machine learning approach improves the accuracy of diagnosing aortic stenosis.

Creating synthetic MRI images to aid machine learning in heart health analysis.

New methods improve MRI scanning speed and image quality using tailored undersampling masks.

This article examines ChatGPT's performance on various biomedical tasks.

A new method for relation extraction using only training data knowledge.

A new framework aims to clarify time series classification predictions.

A new method improves brain tumor detection using MRI scans.

A new method improves medical note summaries through trained models.

New methods improve medical imaging accessibility and efficiency.

This article explores challenges in model explanations and methods to improve consistency.

This study investigates how image resolution affects chest X-ray analysis and classification.

Addressing the calibration challenge in deep learning with Mixup techniques.

Assessing how advanced AI models like GPT-4 perform in medical exams.

CWOX provides a clearer view of model predictions by explaining all output classes.

This research introduces improved assessments for clearer communication in individuals with dysarthria.

New methods enhance encryption efficiency for machine learning applications.

A new approach enhances MRI segmentation for better medical outcomes.

Ind-KNN enhances private predictions while safeguarding individual privacy in data-driven applications.

New techniques improve early detection of breast cancer using mammography.

Introducing a new method for improving medical image segmentation across different image types.