Andrew A. S. Soltan

According to our database, Andrew A. S. Soltan authored at least 10 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Addressing label noise for electronic health records: insights from computer vision for tabular data.

Jenny Yang, Hagen Triendl, Andrew A. S. Soltan, Mangal Prakash, David A. Clifton

BMC Medical Informatics Decis. Mak., December, 2024

Deep reinforcement learning for multi-class imbalanced training: applications in healthcare.

Jenny Yang, Rasheed El-Bouri, Odhran O'Donoghue, Alexander S. Lachapelle, Andrew A. S. Soltan, David W. Eyre, Lei Lu, David A. Clifton

Mach. Learn., May, 2024

Knowledge abstraction and filtering based federated learning over heterogeneous data views in healthcare.

Anshul Thakur, Soheila Molaei, Pafue Christy Nganjimi, Andrew A. S. Soltan, Patrick Schwab, Kim Branson, David A. Clifton

npj Digit. Medicine, 2024

Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks.

Soheila Molaei, Anshul Thakur, Ghazaleh Niknam, Andrew A. S. Soltan, Hadi Zare, David A. Clifton

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Algorithmic fairness and bias mitigation for clinical machine learning with deep reinforcement learning.

Jenny Yang, Andrew A. S. Soltan, David W. Eyre, David A. Clifton

Nat. Mac. Intell., August, 2023

Privacy-Aware Early Detection of COVID-19 Through Adversarial Training.

Omid Rohanian, Samaneh Kouchaki, Andrew A. S. Soltan, Jenny Yang, Morteza Rohanian, Yang Yang, David A. Clifton

IEEE J. Biomed. Health Informatics, March, 2023

An adversarial training framework for mitigating algorithmic biases in clinical machine learning.

Jenny Yang, Andrew A. S. Soltan, David W. Eyre, Yang Yang, David A. Clifton

npj Digit. Medicine, 2023

2022

Machine learning generalizability across healthcare settings: insights from multi-site COVID-19 screening.

Jenny Yang, Andrew A. S. Soltan, David A. Clifton

npj Digit. Medicine, 2022

Deep Reinforcement Learning for Multi-class Imbalanced Training.

Jenny Yang, Rasheed El-Bouri, Odhran O'Donoghue, Alexander S. Lachapelle, Andrew A. S. Soltan, David A. Clifton

CoRR, 2022

2017

The difficult legacy of Turing's wager.

Andrew Thwaites, Andrew A. S. Soltan, Eric Wieser, Ian Nimmo-Smith

J. Comput. Neurosci., 2017