AIMC Journal:
Studies in health technology and informatics
Showing 171 to 180 of 1224 articles
Adapting Large Language Models for Automated Summarisation of Electronic Medical Records in Clinical Coding.
Studies in health technology and informatics
Sep 24, 2024
Encapsulating a patient's clinical narrative into a condensed, informative summary is indispensable to clinical coding. The intricate nature of the clinical text makes the summarisation process challenging for clinical coders. Recent developments in ...
Building a Natural Language Interface for FHIR Clinical Terminology Server.
Studies in health technology and informatics
Sep 24, 2024
While Fast Healthcare Interoperability Resources (FHIR) clinical terminology server enables quick and easy search and retrieval of coded medical data, it still has some drawbacks. When searching, any typographical errors, variations in word forms, or...
Predicting Overall Survival of Glioblastoma Patients Using Deep Learning Classification Based on MRIs.
Studies in health technology and informatics
Aug 30, 2024
INTRODUCTION: Glioblastoma (GB) is one of the most aggressive tumors of the brain. Despite intensive treatment, the average overall survival (OS) is 15-18 months. Therefore, it is helpful to be able to assess a patient's OS to tailor treatment more s...
Automatic Classification of Wound Images Showing Healing Complications: Towards an Optimised Approach for Detecting Maceration.
Studies in health technology and informatics
Aug 30, 2024
This study aims to advance the field of digital wound care by developing and evaluating convolutional neural network (CNN) architectures for the automatic classification of maceration, a significant wound healing complication, in 458 annotated wound ...
Studying Privacy Aspects of Learned Knowledge Bases in the Context of Synthetic and Medical Data.
Studies in health technology and informatics
Aug 30, 2024
INTRODUCTION: Retrieving comprehensible rule-based knowledge from medical data by machine learning is a beneficial task, e.g., for automating the process of creating a decision support system. While this has recently been studied by means of exceptio...
Zero-Shot LLMs for Named Entity Recognition: Targeting Cardiac Function Indicators in German Clinical Texts.
Studies in health technology and informatics
Aug 30, 2024
INTRODUCTION: Large Language Models (LLMs) like ChatGPT have become increasingly prevalent. In medicine, many potential areas arise where LLMs may offer added value. Our research focuses on the use of open-source LLM alternatives like Llama 3, Gemma,...
AI-Supported Echocardiography for the Detection of Heart Diseases - A Scoping Review.
Studies in health technology and informatics
Aug 30, 2024
INTRODUCTION: Cardiovascular diseases are a leading cause of mortality worldwide, highlighting the urgent need for accurate and efficient diagnostic tools. Echocardiography, a non-invasive imaging technique, plays a central role in the diagnosis of h...
Classification of Veterinary Subjects in Medical Literature and Clinical Summaries.
Studies in health technology and informatics
Aug 30, 2024
INTRODUCTION: Human and veterinary medicine are practiced separately, but literature databases such as Pubmed include articles from both fields. This impedes supporting clinical decisions with automated information retrieval, because treatment consid...
Extending the TOP Framework with an Ontology-Based Text Search Component.
Studies in health technology and informatics
Aug 30, 2024
INTRODUCTION: Constructing search queries that deal with complex concepts is a challenging task without proficiency in the underlying query language - which holds true for either structured or unstructured data. Medical data might encompass both type...
Development of a Data Model to Predict Nursing Workload Using Routine Clinical Data.
Studies in health technology and informatics
Aug 22, 2024
The effective management of human resources in nursing is fundamental to ensuring high-quality care. The necessary staffing levels can be derived from the nursing-related health status. Our approach is based on the use of artificial intelligence (AI)...
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