AIMC Topic: Germany
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Artificial Intelligence in Medical Care - Patients' Perceptions on Caregiving Relationships and Ethics: A Qualitative Study.
Health expectations : an international journal of public participation in health care and health policy
Apr 1, 2025
INTRODUCTION: Artificial intelligence (AI) offers several opportunities to enhance medical care, but practical application is limited. Consideration of patient needs is essential for the successful implementation of AI-based systems. Few studies have...
Strategies for integrating artificial intelligence into mammography screening programmes: a retrospective simulation analysis.
The Lancet. Digital health
Nov 1, 2024
BACKGROUND: Integrating artificial intelligence (AI) into mammography screening can support radiologists and improve programme metrics, yet the potential of different strategies for integrating the technology remains understudied. We compared program...
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,...
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)...
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...
Optimizing Data Extraction: Harnessing RAG and LLMs for German Medical Documents.
Studies in health technology and informatics
Aug 22, 2024
In the field of medical data analysis, converting unstructured text documents into a structured format suitable for further use is a significant challenge. This study introduces an automated local deployed data privacy secure pipeline that uses open-...
Comparison of Ensemble Learning Methods for Classification in Cancer Registries.
Studies in health technology and informatics
Aug 22, 2024
Significant developments are currently underway in the field of cancer research, particularly in Germany, regarding cancer registration and the use of medical information systems. The use of such systems contributes significantly to quality assurance...
Term Candidate Generation to Enrich Clinical Terminologies with Large Language Models.
Studies in health technology and informatics
Aug 22, 2024
Annotated language resources derived from clinical routine documentation form an intriguing asset for secondary use case scenarios. In this investigation, we report on how such a resource can be leveraged to identify additional term candidates for a ...
Improving the Quality of Unstructured Cancer Data Using Large Language Models: A German Oncological Case Study.
Studies in health technology and informatics
Aug 22, 2024
With cancer being a leading cause of death globally, epidemiological and clinical cancer registration is paramount for enhancing oncological care and facilitating scientific research. However, the heterogeneous landscape of medical data presents sign...
Physicians' Attitudes Towards Artificial Intelligence: Results of the PEAK Project.
Studies in health technology and informatics
Aug 22, 2024
Artificial intelligence (AI) is rapidly reshaping the medical field. This study aimed to investigate the attitudes of physicians towards AI in medical care using focus groups. Most participants seemed to be open to the use of AI in medicine if transp...
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