Data Quality, Noise, and Bias in Medical Data: The Critical Role of Data Collection Design
Author:
- 12 August 2026
- book chapter
- Published by Springer Nature
- p. 539-550
Abstract
No abstract availableKeywords
This publication has 7 references indexed in Scilit:
- Sociodemographic biases in medical decision making by large language modelsNature Medicine, 2025
- Bias recognition and mitigation strategies in artificial intelligence healthcare applicationsnpj Digital Medicine, 2025
- A survey of recent methods for addressing AI fairness and bias in biomedicineJournal of Biomedical Informatics, 2024
- Artificial intelligence bias in medical system designs: a systematic reviewMultimedia Tools and Applications, 2023
- Noise in Datasets: What Are the Impacts on Classification Performance?2022
- On the Influence of Class Noise in Medical Data Classification: Treatment Using Noise Filtering MethodsApplied Artificial Intelligence, 2016
- On the Meaningfulness of “Big Data Quality” (Invited Paper)Data Science and Engineering, 2015