Public Health & Policy

Health Policy

Latest AI and machine learning research in health policy for healthcare professionals.

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Automated Quality Evaluation of Cervical Cytopathology Whole Slide Images Based on Content Analysis

The ThinPrep Cytologic Test (TCT) is the most widely used method for cervical cancer screening, and the sample quality directly impacts the accuracy of the diagnosis. Traditional manual evaluation methods rely on the observation of pathologist under microscopes. These methods exhibit high subjectivity, high cost, long duration, and low reliability. With the development of computer-aided diagnosi...

hChain 4.0: A Secure and Scalable Permissioned Blockchain for EHR Management in Smart Healthcare

The growing utilization of Internet of Medical Things (IoMT) devices, including smartwatches and wearable medical devices, has facilitated real-time health monitoring and data analysis to enhance healthcare outcomes. These gadgets necessitate improved security measures to safeguard sensitive health data while tackling scalability issues in real-time settings. The proposed system, hChain 4.0, emp...

Balancing accuracy and cost in machine learning models for detecting medial vascular calcification in chronic kidney disease: a pilot study.

Machine learning algorithms that integrate multiple biomarkers are increasingly used in disease detection, yet economic considerations are often overl...

May 20 2025 40394086
Symmetry-Breaking Descent for Invariant Cost Functionals

We study the problem of reducing a task cost functional $W(S)$, defined over Sobolev-class signals $S$, when the cost is invariant under a global sy...

KinTwin: Imitation Learning with Torque and Muscle Driven Biomechanical Models Enables Precise Replication of Able-Bodied and Impaired Movement from Markerless Motion Capture

Broader access to high-quality movement analysis could greatly benefit movement science and rehabilitation, such as allowing more detailed character...

Touch2Shape: Touch-Conditioned 3D Diffusion for Shape Exploration and Reconstruction

Diffusion models have made breakthroughs in 3D generation tasks. Current 3D diffusion models focus on reconstructing target shape from images or a s...

Framework of Voting Prediction of Parliament Members

Keeping track of how lawmakers vote is essential for government transparency. While many parliamentary voting records are available online, they are...

Federated Deep Reinforcement Learning for Privacy-Preserving Robotic-Assisted Surgery

The integration of Reinforcement Learning (RL) into robotic-assisted surgery (RAS) holds significant promise for advancing surgical precision, adapt...

MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reports

Doctors and patients alike increasingly use Large Language Models (LLMs) to diagnose clinical cases. However, unlike domains such as math or coding,...

Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner

Recent advances in vision language models (VLMs) have enabled broad progress in the general medical field. However, pathology still remains a more c...

Inclusivity of AI Speech in Healthcare: A Decade Look Back

The integration of AI speech recognition technologies into healthcare has the potential to revolutionize clinical workflows and patient-provider com...

FactsR: A Safer Method for Producing High Quality Healthcare Documentation

There are now a multitude of AI-scribing solutions for healthcare promising the utilization of large language models for ambient documentation. Howe...

Pros, Cons and Limits of AI in Public Health.

This paper explores the role of Artificial Intelligence (AI) in Public Health (PH), examining its benefits, challenges, and ethical considerations. AI...

May 15 2025 40380415
An Integrated AI Cloud Sharing Framework for Predictive AI and Generative AI in Healthcare.

In 2019, Chi Mei Hospital built a private cloud AI service framework, incorporating HIS interface web service, data retrieval web service, and AI web ...

May 15 2025 40380426
Towards Semantic Interoperability Health Standardization Recommendation Tool.

The European Rolling Plan for ICT Standardization outlines activities that connect EU policies to standardization efforts in different technological d...

May 15 2025 40380667
Design of Low-Cost and Highly Energy-Efficient Convolutional Neural Networks Based on Deterministic Encoding.

Stochastic Computing has attracted extensive attention in the deployment of neural networks at the edge due to its low hardware cost and high fault to...

May 15 2025 40431919
Bridging AI and Medical Expertise: ChatGPT's Success on the Medical Specialization Residency Admission Exam in Spain.

The growing use of Artificial Intelligence (AI) in healthcare, particularly focusing on the potential of generative AI models like ChatGPT-4 is a tren...

May 15 2025 40380650
Identifying Key Factors Associated with Assistive Technology Availability for Dementia Care Using Machine Learning.

This study explores the factors influencing the availability of assistive technology for people with dementia through the application of machine learn...

May 15 2025 40380697
Transforming Healthcare: The Role of Artificial Intelligence.

The integration of artificial intelligence (AI) into healthcare is revolutionising the industry by enhancing diagnostic accuracy, personalising treatm...

May 15 2025 40380728
Defining the Criteria for Selecting the Right Extended Reality Systems in Healthcare Using Fuzzy Analytic Network Process.

In the past decade, extended reality (XR) has been introduced into healthcare due to several potential benefits, such as scalability and cost savings....

May 15 2025 40431924
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