Public Health & Policy

Health Policy

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

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UniCMs: A Unified Consistency Model For Efficient Multimodal Generation and Understanding

Consistency models (CMs) have shown promise in the efficient generation of both image and text. Th...

Beyond and Free from Diffusion: Invertible Guided Consistency Training

Guidance in image generation steers models towards higher-quality or more targeted outputs, typica...

A Temporal Convolutional Network-Based Approach and a Benchmark Dataset for Colonoscopy Video Temporal Segmentation

Following recent advancements in computer-aided detection and diagnosis systems for colonoscopy, t...

Efficient extraction of medication information from clinical notes: an evaluation in two languages

Objective: To evaluate the accuracy, computational cost and portability of a new Natural Language ...

Automatic Prompt Optimization Techniques: Exploring the Potential for Synthetic Data Generation

Artificial Intelligence (AI) advancement is heavily dependent on access to large-scale, high-quali...

Learning not cheating: AI assistance can enhance rather than hinder skill development

It is widely believed that outsourcing cognitive work to AI boosts immediate productivity at the e...

How Good are Learned Cost Models, Really? Insights from Query Optimization Tasks

Traditionally, query optimizers rely on cost models to choose the best execution plan from several...

Task-Specific Adaptation with Restricted Model Access

The emergence of foundational models has greatly improved performance across various downstream ta...

Access Denied: Meaningful Data Access for Quantitative Algorithm Audits

Independent algorithm audits hold the promise of bringing accountability to automated decision-mak...

Year-over-Year Developments in Financial Fraud Detection via Deep Learning: A Systematic Literature Review

This paper systematically reviews advancements in deep learning (DL) techniques for financial frau...

JustAct+: Justified and Accountable Actions in Policy-Regulated, Multi-Domain Data Processing

Inter-organisational data exchange is regulated by norms originating from sources ranging from (in...

CoSTI: Consistency Models for (a faster) Spatio-Temporal Imputation

Multivariate Time Series Imputation (MTSI) is crucial for many applications, such as healthcare mo...

The geography of inequalities in access to healthcare across England: the role of bus travel time variability

Fair access to healthcare facilities is fundamental to achieving social equity. Traditional travel...

Postoperative Management of Tympanoplasty with ChatGPT-4.0.

Background: Tympanoplasty, essential for repairing tympanic membrane perforations, requires careful ...

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Do LLMs Provide Consistent Answers to Health-Related Questions across Languages?

Equitable access to reliable health information is vital for public health, but the quality of onl...

A sandbox study proposal for private and distributed health data analysis

This paper presents a sandbox study proposal focused on the distributed processing of personal hea...

Exploring User Perspectives on Data Collection, Data Sharing Preferences, and Privacy Concerns with Remote Healthcare Technology

Remote healthcare technology can help tackle societal issues by improving access to quality health...

Leveraging Multiphase CT for Quality Enhancement of Portal Venous CT: Utility for Pancreas Segmentation

Multiphase CT studies are routinely obtained in clinical practice for diagnosis and management of ...

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