Watson, David S.

Clinical applications of machine learning algorithms: beyond the black box

Watson, D. S., Krutzinna, J., Bruce, I. N., Griffiths, C. E., McInnes, I. B., Barnes, M. R., & Floridi, L. (2019) · BMJ

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 450

Reaching the end-game for GWAS: Machine learning approaches for the prioritization of complex disease loci

Nicholls, H. L., John, C. R., Watson, D. S., Munroe, P. B., Barnes, M. R., & Cabrera, C. P. (2020) · Frontiers in Genetics

Genetic Associations and EpidemiologyBioinformatics and Genomic Networks

Cited by 155

The Rhetoric and Reality of Anthropomorphism in Artificial Intelligence

Watson, D. (2019) · Minds and Machines

Ethics and Social Impacts of AICybernetics and Technology in Society

Cited by 148

Conceptual challenges for interpretable machine learning

Watson, D. S. (2022) · Synthese

Explainable Artificial Intelligence (XAI)Philosophy of Biology and Scientific Explanation

Cited by 87

Testing conditional independence in supervised learning algorithms

Watson, D. S., & Wright, M. N. (2021) · Machine Learning

Statistical Methods and InferenceAdvanced Causal Inference Techniques

Cited by 13