AIMC Journal:
Studies in health technology and informatics

Showing 181 to 190 of 1224 articles

Evaluation of Machine Learning Algorithms for Pressure Injury Risk Assessment in a Hospital with Limited IT Resources.

Studies in health technology and informatics Aug 22, 2024
Clinical decision support systems for Nursing Process (NP-CDSSs) help resolve a critical challenge in nursing decision-making through automating the Nursing Process. NP-CDSSs are more effective when they are linked to Electronic Medical Record (EMR) ...
Nursing Assessment Machine Learning Pressure Ulcer Electronic Health Records Algorithms Risk Assessment Humans Decision Support Systems, Clinical
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Enhancing Outpatient Wound Care: Applying AI to Optimize Treatment of Patients with Diabetic Foot Syndrome - The EPWUF-KI Project.

Studies in health technology and informatics Aug 22, 2024
Diabetes mellitus (DM) is a significant public health issue in Germany, affecting 8 million individuals, with projections suggesting a substantial increase in the following years. Diabetic Foot Syndrome (DFS), leading to mobility issues and limb ampu...
Humans Diabetic Foot Artificial Intelligence Germany Ambulatory Care
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Large Language Models in Nursing Education: State-of-the-Art.

Studies in health technology and informatics Aug 22, 2024
This study explores the integration of Large Language Models (LLMs) into nursing education, highlighting a paradigm shift towards interactive learning environments. We aimed to analyze the literature to identify how large language models are being im...
Curriculum Computer-Assisted Instruction Education, Nursing Machine Learning Humans Natural Language Processing
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AI4Work Project: Human-Centric Digital Twin Approaches to Trustworthy AI and Robotics for Improved Working Conditions in Healthcare and Education Sectors.

Studies in health technology and informatics Aug 22, 2024
AI and robotics aim to transform workplace landscapes in a several sectors such as manufacturing, logistics, healthcare, construction, agriculture, and education. Central to this evolution is the innovative use of Digital Twin technology, which creat...
Working Conditions Workplace Robotics Artificial Intelligence Humans
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What Kind of Transformer Models to Use for the ICD-10 Codes Classification Task.

Studies in health technology and informatics Aug 22, 2024
Coding according to the International Classification of Diseases (ICD)-10 and its clinical modifications (CM) is inherently complex and expensive. Natural Language Processing (NLP) assists by simplifying the analysis of unstructured data from electro...
International Classification of Diseases Clinical Coding Natural Language Processing Electronic Health Records Humans
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Explaining Deep Learning Models Applied in Histopathology: Current Developments and the Path to Sustainability.

Studies in health technology and informatics Aug 22, 2024
The digital pathology landscape is in continuous expansion. The digitalization of slides using WSIs (Whole Slide Images) fueled the capacity of automatic support for diagnostics. The paper presents an overview of the current state of the art methods ...
Humans Image Interpretation, Computer-Assisted Deep Learning
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A Road Map of Prompt Engineering for ChatGPT in Healthcare: A Perspective Study.

Studies in health technology and informatics Aug 22, 2024
Generative AI models, such as ChatGPT, have significantly impacted healthcare through the strategic use of prompts to enhance precision, relevance, and ethical standards. This perspective explores the application of prompt engineering to tailor outpu...
Artificial Intelligence Delivery of Health Care Humans
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Using Retrieval-Augmented Generation to Capture Molecularly-Driven Treatment Relationships for Precision Oncology.

Studies in health technology and informatics Aug 22, 2024
Modern generative artificial intelligence techniques like retrieval-augmented generation (RAG) may be applied in support of precision oncology treatment discussions. Experts routinely review published literature for evidence and recommendations of tr...
Precision Medicine Neoplasms Artificial Intelligence Humans Information Storage and Retrieval Data Mining Natural Language Processing Medical Oncology
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Towards a Chatbot for Medical Diagnosis Based on Patient Symptoms.

Studies in health technology and informatics Aug 22, 2024
The advent of artificial intelligence has positively transformed many areas of our lives, including the medical field. In this article, we propose the development of a medical diagnosis chatbot based on patients' symptoms, using artificial intelligen...
Diagnosis, Computer-Assisted Artificial Intelligence Humans Electronic Health Records
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Automated Assessment of Driver Distraction Using Multimodal Wearable Data and Squeeze-Excitation Networks.

Studies in health technology and informatics Aug 22, 2024
Driver distraction, crucial for road safety, can benefit from multimodal physiological signals assessment. However, fusion of heterogeneous data is highly challenging. In this study, we address this challenge by exploring 1D convolution neural networ...
Humans Electrocardiography Distracted Driving Wearable Electronic Devices Neural Networks, Computer
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