A5006995640- Artificial Intelligence in Healthcare and Education
- Gaze Tracking and Assistive Technology
- Social Media in Health Education
- Patient-Provider Communication in Healthcare
- Clinical Reasoning and Diagnostic Skills
- COVID-19 and Mental Health
- Dental Research and COVID-19
- COVID-19 diagnosis using AI
- Retinal Imaging and Analysis
- Digital Mental Health Interventions
- AI in Service Interactions
- Image Retrieval and Classification Techniques
- Innovations in Medical Education
- EEG and Brain-Computer Interfaces
- Visual Attention and Saliency Detection
University Children's Hospital Tübingen
2024
University of Tübingen
2023-2024
Artificial intelligence (AI) in medicine and digital assistance systems such as chatbots will play an increasingly important role future doctor - patient communication. To benefit from the potential of this technical innovation ensure optimal care, physicians should be equipped with appropriate skills. Accordingly, a suitable place for management adaptation must found medical education curriculum. determine existing levels knowledge students about AI particular healthcare setting, study...
Communication is a core competency of medical professionals and utmost importance for patient safety. Although curricula emphasize communication training, traditional formats, such as real or simulated interactions, can present psychological stress are limited in repetition. The recent emergence large language models (LLMs), generative pretrained transformer (GPT), offers an opportunity to overcome these restrictions.
The increasing importance of artificial intelligence (AI) in health care has generated a growing need for professionals to possess comprehensive understanding AI technologies, requiring an adaptation medical education.
Digital transformation in higher education has presented medical students with new challenges, which increased the difficulty of organising their own studies. The main objective this study is to evaluate effectiveness a chatbot assessing stress levels everyday conversations and identify condition for accepting as conversational partner based on validated instruments, such Perceived Stress Questionnaire (PSQ20).
In this paper, we present two approaches and algorithms that adapt areas of interest (AOI) or regions (ROI), respectively, to the eye tracking data quality classification task. The first approach uses feature importance in a greedy way grows shrinks AOIs all directions. second is an extension approach, which divides into calculates direction growth, i.e. gradient. Both improve results considerably case generalized AOIs, but can also be used for qualitative analysis. analysis, presented allow...
In this paper, we present two approaches and algorithms that adapt areas of interest. We a new deep neural network (DNN) can be used to directly determine gaze position using EEG data. EEG-based eye tracking is difficult research topic in the field tracking, but it provides an alternative image-based with input data set comparable conventional image processing. The presented DNN exploits spatial dependencies signal uses convolutions similar filtering, which for preprocessing signals. By...
Background: The increasing significance of artificial intelligence (AI) in healthcare has generated an need for professionals to possess a comprehensive understanding AI technologies, requiring adaptation medical education. This paper explores stakeholder perceptions and expectations regarding medicine examines their potential impact on the curriculum. study project aims assess experiences awareness different stakeholders as well identify essential AI-related topics education delineate...
<sec> <title>BACKGROUND</title> Communication is a core competency of medical professionals and utmost importance for patient safety. Although curricula emphasize communication training, traditional formats, such as real or simulated interactions, can present psychological stress are limited in repetition. The recent emergence large language models (LLMs), generative pretrained transformer (GPT), offers an opportunity to overcome these restrictions </sec> <title>OBJECTIVE</title> aim this...