Latest Articles for Healthcare Technology

TokenSHAP reveals how words impact language model responses.

New methods improve accuracy in medical image segmentation across varied data sources.

A new method for better data adaptation in machine learning models.

New BaMBo dataset enhances bone marrow biopsy analysis for better diagnostics.

Learn about neural networks, their structure, and applications in various industries.

Elliptical Attention improves focus and performance in AI tasks.

This paper discusses using language models to improve schema matching accuracy.

Learn how in-context learning improves predictive models using multiple data sets.

New methods improve MRI image quality without clean references.

New methods improve accuracy in describing image changes amid distractions.

Innovative approaches enhance modeling of coronary arteries for improved heart disease treatments.

Collaboration in healthcare through federated learning improves medical image classification while protecting privacy.

A new dataset empowers healthcare with speech-based question systems for medical images.

DITTO aids doctors in making informed treatment choices for head and neck cancer patients.

LDSeg framework enhances medical image segmentation efficiency and accuracy.

Exploring the role of domain-specific and uncertainty-aware models in healthcare.

A new approach enhances organ segmentation in medical images using partially labeled datasets.

Deep learning techniques show promise in segmenting the pancreas from CT scans.

A new approach enhances model training while protecting data privacy.

This article discusses how knowledge graphs improve feature selection in data analysis.

A new framework improves polyp detection accuracy in gastrointestinal imaging.

MEDFuse combines structured and unstructured data for better health outcome predictions.

DuoFormer improves medical image analysis, enhancing cancer detection capabilities.

A study on network traffic characteristics of medical devices for better security.

A new approach enhances SER systems by using noise environment descriptions.

A look at the current state and challenges of TB screening globally.

This article tackles miscalibration issues in vision-language models and offers solutions.

A new model offers accurate predictions with clear explanations for better decision-making.

A study reviews methods for analyzing multiple lesions in cancer patients.

Learn how to identify unusual patterns in time-series data with Markov depth.

J-PET scanner improves PET by measuring photon polarization for better diagnostics.

Exploring Hyperledger Fabric's impact on electronic health records in South Africa.

Introducing ESCAPE, a framework enhancing 3D human pose accuracy and speed.

AI methods enhance accuracy and efficiency in radiology report creation.

A new method improves synthetic data for tissue sample analysis.

LKCell offers an efficient method for identifying cell nuclei in medical images.

New method enhances MRI images by showing uncertainty in reconstructions.

Research aims to improve AI reliability and energy efficiency in diverse applications.

New methods in AI show promise for early TB detection using chest X-rays.

Revolutionizing patient scans with gesture recognition technology for improved accuracy.