Latest Articles for Healthcare Technology

A look at the challenges of missing data in EHRs and methods to improve them.

A better dataset enhances ECG analysis for heart health.

Using knowledge graphs to enhance medical question answering models.

This study uses deep learning and transfer learning for HER2 scoring in breast cancer.

This article explores how SHAP enhances activity recognition through key feature analysis.

Federated Learning and Explainable AI ensure safe and clear data practices.

New methods simplify chest X-ray reports for improved patient diagnosis.

Examining the risks and defenses of Multi-Modal Language Models in AI.

This research highlights innovative methods for privacy in collaborative machine learning.

New AI tools aim to assist in identifying Anterior Mediastinum Lesions in CT scans.

AI tools can support doctors in patient care and decision-making.

pcaGAN offers innovative solutions for improving image recovery from noisy data.

This study evaluates zero-shot and few-shot learning in clinical applications.

FisherMask enhances deep learning models by prioritizing essential data samples.

A new method improves skin lesion diagnosis accuracy and transparency for doctors.

AI training with artificial images boosts medical imaging accuracy.

A unified framework for improving machine learning model explainability.

A new approach improves how computers learn from experience.

New method enhances PET scan image quality for better diagnoses.

A look into secure communication methods, including quantum oblivious transfer.

Combining PET and CT imaging improves clarity and reduces radiation risks.

BeeManc team utilized advanced models to simplify complex medical texts at PLABA-2024.

Learn how to tackle label noise in machine learning for better accuracy.

Combining federated learning and GNNs for improved stroke assessment while ensuring patient privacy.

A new method blends efficiency and accuracy in Federated Learning.

A new dataset aids in better medical image analysis and uncertainty understanding.

ProP offers an effective way to catch backdoor attacks on machine learning models.

This article reviews strategies for improving deep learning in diverse medical image settings.

Researchers enhance soft robot control with innovative neuroevolution techniques.

A new approach to improve OOD detection in machine learning models.

Learn how BNNs help machines make informed decisions in uncertain situations.

New techniques assist in detecting vision issues in premature infants.

A guide to understanding AI model performance using the FEET framework.

Discover how TRACE improves health evaluations with advanced data integration.

Examining strategies to improve deep learning's reliability against adversarial threats.

LAMINAR offers fresh approaches to organizing and understanding complex data.

A new system aims to enhance AI transparency in critical fields like healthcare.

Using machine learning to assess baby movements for early developmental insights.

MCCE offers solutions for the challenges of absent data in model explanations.

A new method reveals real-time tissue movement using MRI technology.