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Surveys

Latest AI and machine learning research in surveys for healthcare professionals.

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Showing 2185-2205 of 3,854 articles
Epistemic Uncertainty-Aware Defect Detection for Quality Control in Medical Device Manufacturing

Objective: We investigate whether accounting for epistemic uncertainty can improve the reliability o...

PIE-PS: Photometric Stereo from Physical Irradiance Event Streams

Event cameras record asynchronous log-image-irradiance changes with microsecond latency and high dyn...

Evolutionary One-Step Generators: Fast and Diverse Sampling for Discrete Design

Several discrete design tasks, such as molecular discovery, require diverse collections of useful ca...

Multi-model LLM assessment of Quality Control Circle methodological quality: a designed-anchor reliability study

Background: Quality Control Circle (QCC) reports are often reviewed qualitatively, but reviewer work...

An explainable multimodal framework for exploring depression-associated speech representations in Alzheimer's disease

Depression in Alzheimer's disease (AD) is clinically challenging to characterise because affective a...

Beyond Model Ranking: Regime Diagnosis for Distributional-Statistical Misspecification in Industrial Time-Series Forecasting

Time-series forecasting models achieve strong benchmark performance but exhibit severe systematic bi...

Use and Perceptions of Artificial Intelligence Among Respondents to a Self-Selected Survey of Obstetrician-Gynecologists in France

Background: Artificial intelligence (AI) is increasingly used in healthcare, but data on its real-wo...

Quality of physicians responses using a conversational artificial intelligence system: a randomized vignette experiment in Latin America

Conversational systems based on large language models may support point-of-care evidence retrieval, ...

TrafficImag: A Benchmark for Counterfactual Roadside Traffic Video Generation

Existing roadside traffic datasets support perception, forecasting, and visual question answering, b...

Associations Between Early-Life Indoor and Outdoor Air Pollution Exposure and Childhood Asthma

BackgroundEarly-life air pollution exposure has been associated with childhood asthma, but its relat...

Response-state Learning for Transferable Vibrational Spectroscopic Characterization with Electron Prior

Vibrational spectral prediction can become inaccurate when localized stereoelectronic environments p...

Selective Inference for Deep Clustering in Latent Spaces

Deep clustering is a powerful approach for discovering meaningful structures in high-dimensional dat...

Learning Where to Look: A Shared Relative-Alignment Module for Time-Series Forecasting and PPG-to-Vital-Sign Reconstruction

PPG-to-vital-sign reconstruction turns a wrist-worn photoplethysmogram into clinical waveforms such ...

Gender Bias in Vision-Language In-Context Learning

In-context learning (ICL) enables large vision-language models (LVLMs) to perform tasks by following...

Calibration Count Reuse: Validity Does Not Determine Efficiency

Calibration count reuse raises separate validity and efficiency questions. We give a validity criter...

Reliability-guided meta-control in intuitive physics

Intuitive physical reasoning is an important part of daily life, but the computations underlying it ...

IMPLICIT-Bench: Measuring Implicit Bias in Text-to-Image Models under Neutral Prompts

Text-to-image (T2I) models are typically evaluated for bias using slot-based templates such as ``a p...

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