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Surveys

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

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Predicting determinants of unimproved water supply in Ethiopia using machine learning analysis of EDHS-2019 data.

Over 2 billion people worldwide are impacted by the global dilemma of access to clean and safe drink...

Towards clinical implementation of automated segmentation of vestibular schwannomas: a reliability study comparing AI and human performance.

PURPOSE: To evaluate the clinimetric reliability of automated vestibular schwannoma (VS) segmentatio...

A Survey on Causal Reinforcement Learning.

While reinforcement learning (RL) achieves tremendous success in sequential decision-making problems...

Photoplethysmography-based HRV analysis and machine learning for real-time stress quantification in mental health applications.

Prolonged exposure to high-stress environments can lead to mental illnesses such as anxiety disorder...

Comparing large Language models and human annotators in latent content analysis of sentiment, political leaning, emotional intensity and sarcasm.

In the era of rapid digital communication, vast amounts of textual data are generated daily, demandi...

Evaluation of correctness and reliability of GPT, Bard, and Bing chatbots' responses in basic life support scenarios.

Timely recognition and initiation of basic life support (BLS) before emergency medical services arri...

AI Chatbots as Sources of STD Information: A Study on Reliability and Readability.

BACKGROUND: Artificial intelligence (AI) chatbots are increasingly used for medical inquiries, inclu...

Integrative Multi-Omics and Routine Blood Analysis Using Deep Learning: Cost-Effective Early Prediction of Chronic Disease Risks.

Chronic noncommunicable diseases (NCDS) are often characterized by gradual onset and slow progressio...

Identifying the Most Critical Predictors of Workplace Violence Experienced by Junior Nurses: An Interpretable Machine Learning Perspective.

Workplace violence, defined as any disruptive behavior or threat to employees, seriously threatens ...

Understanding patterns of loneliness in older long-term care users using natural language processing with free text case notes.

Loneliness and social isolation are distressing for individuals and predictors of mortality, yet dat...

DALL-M: Context-aware clinical data augmentation with large language models.

X-ray images are vital in medical diagnostics, but their effectiveness is limited without clinical c...

Patient-specific MRI super-resolution via implicit neural representations and knowledge transfer.

Magnetic resonance imaging (MRI) is a non-invasive imaging technique that provides high soft tissue ...

Online Health Information-Seeking in the Era of Large Language Models: Cross-Sectional Web-Based Survey Study.

BACKGROUND: As large language model (LLM)-based chatbots such as ChatGPT (OpenAI) grow in popularity...

Dual-Filter Cross Attention and Onion Pooling Network for Enhanced Few-Shot Medical Image Segmentation.

Few-shot learning has demonstrated remarkable performance in medical image segmentation. However, ex...

Demographic bias of expert-level vision-language foundation models in medical imaging.

Advances in artificial intelligence (AI) have achieved expert-level performance in medical imaging a...

Perceived artificial intelligence readiness in medical and health sciences education: a survey study of students in Saudi Arabia.

BACKGROUND: As artificial intelligence (AI) becomes increasingly integral to healthcare, preparing m...

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