Niklas Tschorn
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View article: Advancing Nursing Data Integration through a Nursing Minimum Data Set - Conceptual and Technical Development of a "Fall" Data Module (Preprint)
Advancing Nursing Data Integration through a Nursing Minimum Data Set - Conceptual and Technical Development of a "Fall" Data Module (Preprint) Open
UNSTRUCTURED Background: In ageing populations, the demand for care, including care delivery in long-term care facilities, is increasing. This situation highlights the need to optimize care processes through continuous scientific evaluati…
View article: Improving AI-Based Canine Heart Disease Diagnosis with Expert-Consensus Auscultation Labeling
Improving AI-Based Canine Heart Disease Diagnosis with Expert-Consensus Auscultation Labeling Open
Noisy labels pose significant challenges for AI model training in veterinary medicine. This study examines expert assessment ambiguity in canine auscultation data, highlights the negative impact of label noise on classification performance…
View article: Comparative Analysis of CNN and Transformer Architectures with Heart Cycle Normalization for Automated Phonocardiogram Classification
Comparative Analysis of CNN and Transformer Architectures with Heart Cycle Normalization for Automated Phonocardiogram Classification Open
The automated classification of phonocardiogram (PCG) recordings represents a substantial advancement in cardiovascular diagnostics. This paper presents a systematic comparison of four distinct models for heart murmur detection: two specia…
View article: Iterative Design of a Decision Support System for Fall Risk Detection in residential care facilities
Iterative Design of a Decision Support System for Fall Risk Detection in residential care facilities Open
Nursing care jobs are predominantly described as burdensome. In particular, the workload and the time available to deal with it are in a state of imbalance. Nurses are very often under time pressure and have to make decisions under psychol…