Catch Me If You Can: The Dynamic Nature of Bias in Machine Learning Applications
ABSTRACT Bias in machine learning (ML) applications represents systematic differences between expected and actual values of the predicted outputs, such that certain individuals or groups are systematically and disproportionately (dis)advantaged. This paper investigates the dynamic nature of bias in ML applications.
Monideepa Tarafdar, Irina Rets, Yang Hu
wiley +1 more source
Design and implementation of a natural language processing system at the point of care: MiADE (medical information AI data extractor). [PDF]
Jiang-Kells J +15 more
europepmc +1 more source
Information Distortion in Electronic Health Records: A Concept Analysis
ABSTRACT Aims To conceptualise information distortion in Electronic Health Records (EHRs), with the goal of providing a theoretical foundation for improving documentation practices. Design A concept analysis. Methods Walker and Avant's strategy for concept analysis was used. The defining attributes, antecedents and consequences were identified.
Jianan Wang +5 more
wiley +1 more source
Construction and Application of a Biological Sample Library Information Management System Based on a Data Governance System in China. [PDF]
Wang K +6 more
europepmc +1 more source
Staying but Struggling: A Concept Analysis of Quiet Quitting in Nursing Practice
ABSTRACT Aim To clarify the concept of quiet quitting in nursing practice. Design Concept analysis using Walker and Avant's concept analysis methodology. Methods The eight‐step method by Walker and Avant guided the concept analysis. Data Sources A systematic literature search was conducted in CINAHL, PsycINFO, Scopus and MEDLINE without date ...
Yasin M. Yasin +3 more
wiley +1 more source
Making human derived data FAIR: feedback from NCI office of data sharing workshop. [PDF]
Ghosh M +9 more
europepmc +1 more source
Understanding Digital Health Equity: A Conceptual Analysis
ABSTRACT Aim The purpose of this concept analysis is to clarify the meaning of digital health equity beyond a simplistic definition, obtaining a richer meaning that can guide the digital healthcare landscape. Background With the growing spread of digital health, digital health equity should be at the center of healthcare.
Salsabela Razaq, Saleema Allana
wiley +1 more source
Interprofessional communication - a concept analysis inspired by Schwartz-Barcott and Kim´s hybrid model. [PDF]
Rudberg I +3 more
europepmc +1 more source
A Concept Analysis of Expertise Associated With Practicing Clinical Nurses in Hospital Settings
ABSTRACT Aim Analyse the concept of expertise among practicing clinical nurses in hospital settings. Background The generational loss of expert clinical nurses was exacerbated globally by the novel coronavirus. This ongoing loss combined with the increased complexity of hospitalised patients has prompted an urgent need to understand expertise among ...
Jonathan D. Hecht +4 more
wiley +1 more source

