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Surveys

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

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Showing 2542-2562 of 3,859 articles
Learning to Adapt to Position Bias in Vision Transformer Classifiers

How discriminative position information is for image classification depends on the data. On the on...

Behind the Screens: Uncovering Bias in AI-Driven Video Interview Assessments Using Counterfactuals

AI-enhanced personality assessments are increasingly shaping hiring decisions, using affective com...

Fuck the Algorithm: Conceptual Issues in Algorithmic Bias

Algorithmic bias has been the subject of much recent controversy. To clarify what is at stake and ...

Seeing Sound, Hearing Sight: Uncovering Modality Bias and Conflict of AI models in Sound Localization

Imagine hearing a dog bark and turning toward the sound only to see a parked car, while the real, ...

CUBIC: Concept Embeddings for Unsupervised Bias Identification using VLMs

Deep vision models often rely on biases learned from spurious correlations in datasets. To identif...

Deep learning progressive distill for predicting clinical response to conversion therapy from preoperative CT images of advanced gastric cancer patients.

Identifying patients suitable for conversion therapy through early non-invasive screening is crucial...

May 2025 40379665
Modeling Saliency Dataset Bias

Recent advances in image-based saliency prediction are approaching gold standard performance level...

A Survey on Open-Source Edge Computing Simulators and Emulators: The Computing and Networking Convergence Perspective

Edge computing, with its low latency, dynamic scalability, and location awareness, along with the ...

A Natural and Unobtrusive Conversation Using a RASA-Driven Chatbot for Monitoring the Wellbeing of Elderlies.

This paper investigates the development and evaluation of a chatbot for administering the EQ5D quest...

(2)
May 2025 40380625
Perceptions of the German General Population Towards Implementing Artificial Intelligence in Medical Care: A Population-Based Survey.

The rise of artificial intelligence (AI) in medical care presents several opportunities, including i...

(1)
May 2025 40380671
Ethics: Crisis Standards of Care Simulation.

Ethical dilemmas exist with decision-making regarding resource allocations, such as critical care, v...

May 2025 38285425
AI and Generative AI Transforming Disaster Management: A Survey of Damage Assessment and Response Techniques

Natural disasters, including earthquakes, wildfires and cyclones, bear a huge risk on human lives ...

Assessing the validity of ICD-10 administrative data in coding comorbidities.

OBJECTIVES: Administrative data are commonly used to inform chronic disease prevalence and support h...

May 2025 40360294
Rapid Response System Restructure: Focus on Prevention and Early Intervention.

This article describes the staged restructure of the rapid response program into a dedicated 24/7 pr...

May 2025 34437321
SA-Seg: Annotation-Efficient Segmentation for Airway Tree Using Saliency-based Annotation.

Segmentation of the airway tree plays a vital role in clinical practice. However, the complex airway...

(4)
May 2025 40354205
Impact of pharmacology perception and learning strategies on academic achievement in undergraduate pharmacy students.

Pharmacology is a cornerstone of pharmacy education, bridging biomedical sciences with clinical appl...

May 2025 40355613
Mitigating Bias in Machine Learning Models with Ethics-Based Initiatives: The Case of Sepsis.

This paper discusses ethics-based strategies for mitigating bias in machine learning models used to ...

May 2025 40354171
Fine-Grained Bias Exploration and Mitigation for Group-Robust Classification

Achieving group-robust generalization in the presence of spurious correlations remains a significa...

Effectiveness of AI-driven interventions in glycemic control: A systematic review and meta-analysis of randomized controlled trials.

This systematic review aims to assess the effectiveness of AI-Driven Decision Support Systems in imp...

May 2025 40355304
Comparative analysis of LLMs performance in medical embryology: A cross-platform study of ChatGPT, Claude, Gemini, and Copilot.

Integrating artificial intelligence, particularly large language models (LLMs), into medical educati...

May 2025 40350555
Machine learning for the prediction of diabetes-related amputation: a systematic review and meta-analysis of diagnostic test accuracy.

Although machine learning is frequently used in medicine for predictive purposes, its accuracy in di...

May 2025 40348887
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