Surveys

Surveys

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

3,859 articles

Automating Infrastructure Surveying: A Framework for Geometric Measurements and Compliance Assessment Using Point Cloud Data

Automation can play a prominent role in improving efficiency, accuracy, and scalability in infrast...

May 2025 http://arxiv.org/abs/2505.05752v1

Prompt-Based LLMs for Position Bias-Aware Reranking in Personalized Recommendations

Recommender systems are essential for delivering personalized content across digital platforms by ...

May 2025 http://arxiv.org/abs/2505.04948v1

ANCHOR-Grid: Authenticating Smart Grid Digital Twins Using Real-World Anchors.

Integrating digital twins (DTs) into smart grid systems within the Internet of Smart Grid Things (Io...

May 2025 40431765

Real time intelligent garbage monitoring and efficient collection using Yolov8 and Yolov5 deep learning models for environmental sustainability.

Effective waste management is currently one of the most influential factors in enhancing the quality...

May 2025 40341180

Data Standards in Audiology: A Mixed-Methods Exploration of Community Perspectives and Implementation Considerations

Objective: The purpose of this study was to explore options for data standardisation in audiology ...

May 2025 http://arxiv.org/abs/2505.04728v1

The Multimodal Paradox: How Added and Missing Modalities Shape Bias and Performance in Multimodal AI

Multimodal learning, which integrates diverse data sources such as images, text, and structured da...

May 2025 http://arxiv.org/abs/2505.03020v1

Gone With the Bits: Revealing Racial Bias in Low-Rate Neural Compression for Facial Images

Neural compression methods are gaining popularity due to their superior rate-distortion performanc...

May 2025 http://arxiv.org/abs/2505.02949v1

Text to Image Generation and Editing: A Survey

Text-to-image generation (T2I) refers to the text-guided generation of high-quality images. In the...

(3)

May 2025 http://arxiv.org/abs/2505.02527v1

Uncertainty Quantification for Machine Learning in Healthcare: A Survey

Uncertainty Quantification (UQ) is pivotal in enhancing the robustness, reliability, and interpret...

May 2025 http://arxiv.org/abs/2505.02874v1

Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning

The widespread integration of face recognition technologies into various applications (e.g., acces...

May 2025 http://arxiv.org/abs/2505.01699v1

Low-Precision Training of Large Language Models: Methods, Challenges, and Opportunities

Large language models (LLMs) have achieved impressive performance across various domains. However,...

(1)

May 2025 http://arxiv.org/abs/2505.01043v1

SOTA: Spike-Navigated Optimal TrAnsport Saliency Region Detection in Composite-bias Videos

Existing saliency detection methods struggle in real-world scenarios due to motion blur and occlus...

May 2025 http://arxiv.org/abs/2505.00394v1

Assessing the impact of the TB response in Taiwan - the journey towards ending TB.

The incidence of TB in Taiwan declined by 62% from 2005 to 2023 (i.e., from 73/100,000 to 28/100,000...

(2)

May 2025 40365028

Artificial Intelligence Applications in Obstetric Risk Prediction: A Systematic Review of Machine Learning Models for Preeclampsia.

Preeclampsia remains a leading cause of maternal and perinatal morbidity and mortality worldwide. Wh...

May 2025 40510095

Apr 2025 http://arxiv.org/abs/2504.20902v1

Surgery

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Automating Infrastructure Surveying: A Framework for Geometric Measurements and Compliance Assessment Using Point Cloud Data

Prompt-Based LLMs for Position Bias-Aware Reranking in Personalized Recommendations

ANCHOR-Grid: Authenticating Smart Grid Digital Twins Using Real-World Anchors.

Real time intelligent garbage monitoring and efficient collection using Yolov8 and Yolov5 deep learning models for environmental sustainability.

Data Standards in Audiology: A Mixed-Methods Exploration of Community Perspectives and Implementation Considerations

The Multimodal Paradox: How Added and Missing Modalities Shape Bias and Performance in Multimodal AI

Gone With the Bits: Revealing Racial Bias in Low-Rate Neural Compression for Facial Images

Text to Image Generation and Editing: A Survey

Uncertainty Quantification for Machine Learning in Healthcare: A Survey

Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning

Low-Precision Training of Large Language Models: Methods, Challenges, and Opportunities

SOTA: Spike-Navigated Optimal TrAnsport Saliency Region Detection in Composite-bias Videos

Assessing the impact of the TB response in Taiwan - the journey towards ending TB.

Artificial Intelligence Applications in Obstetric Risk Prediction: A Systematic Review of Machine Learning Models for Preeclampsia.

Generative AI mitigates representation bias and improves model fairness through synthetic health data.

Pitfalls and Best Practices in Evaluation of AI Algorithmic Biases in Radiology.

Patient Perception of Artificial Intelligence Use in Interpretation of Screening Mammograms: A Survey Study.

Anatomy-derived 3D Aortic Hemodynamics Using Fluid Physics-informed Deep Learning.

MovementVR: An open-source tool for the study of motor control and learning in virtual reality

Who Gets the Callback? Generative AI and Gender Bias

Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers

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