Public Health & Policy

Work Force

Latest AI and machine learning research in work force for healthcare professionals.

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Artificial Intelligence in the Clinic: Creating Harmony or Just Adding Noise?

Although still limited, the integration of artificial intelligence (AI) in health care has rapidly e...

Jun 2025 40397845
Enhancing robustness and generalization in microbiological few-shot detection through synthetic data generation and contrastive learning.

In many medical and pharmaceutical processes, continuous hygiene monitoring is crucial, often involv...

(1)
Jun 2025 40253923
The ethics of autonomous neurosurgical robots (ANRs).

It may only be a handful of years before fully autonomous neurosurgical robots (ANRs) are pushed int...

(2)
Jun 2025 39497482
SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL

Current self-correction approaches in text-to-SQL face two critical limitations: 1) Conventional s...

TumorGen: Boundary-Aware Tumor-Mask Synthesis with Rectified Flow Matching

Tumor data synthesis offers a promising solution to the shortage of annotated medical datasets. Ho...

Bridging the Gap: Enhancing Digital Accessibility for Medicaid Populations in Telehealth Adoption

The swift evolution of telehealth has revolutionized how medical professionals deliver healthcare ...

(1)
Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates

While pre-trained multimodal representations (e.g., CLIP) have shown impressive capabilities, they...

ImageReFL: Balancing Quality and Diversity in Human-Aligned Diffusion Models

Recent advances in diffusion models have led to impressive image generation capabilities, but alig...

(1)
Towards Robust Assessment of Pathological Voices via Combined Low-Level Descriptors and Foundation Model Representations

Perceptual voice quality assessment is essential for diagnosing and monitoring voice disorders by ...

Conditional Diffusion Models with Classifier-Free Gibbs-like Guidance

Classifier-Free Guidance (CFG) is a widely used technique for improving conditional diffusion mode...

Enhancing Transformation from Natural Language to Signal Temporal Logic Using LLMs with Diverse External Knowledge

Temporal Logic (TL), especially Signal Temporal Logic (STL), enables precise formal specification,...

It's Not Just Labeling -- A Research on LLM Generated Feedback Interpretability and Image Labeling Sketch Features

The quality of training data is critical to the performance of machine learning applications in do...

Force Prompting: Video Generation Models Can Learn and Generalize Physics-based Control Signals

Recent advances in video generation models have sparked interest in world models capable of simula...

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MoMBS: Mixed-order minibatch sampling enhances model training from diverse-quality images

Natural images exhibit label diversity (clean vs. noisy) in noisy-labeled image classification and...

Scaling Image and Video Generation via Test-Time Evolutionary Search

As the marginal cost of scaling computation (data and parameters) during model pre-training contin...

Large-Scale Non-Adiabatic Dynamics Simulation Based on Machine Learning Hamiltonian and Force Field: The Case of Charge Transport in Monolayer MoS.

We present an efficient and reliable large-scale non-adiabatic dynamics simulation method based on m...

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May 2025 40346030
Algorithmic Hiring and Diversity: Reducing Human-Algorithm Similarity for Better Outcomes

Algorithmic tools are increasingly used in hiring to improve fairness and diversity, often by enfo...

Few-Step Diffusion via Score identity Distillation

Diffusion distillation has emerged as a promising strategy for accelerating text-to-image (T2I) di...

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Strategic tips to successfully undertake research: a comprehensive roadmap for medical trainees.

Engaging in research during medical training is crucial for fostering critical thinking, enhancing c...

May 2025 39815988
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