Andrew A. S. Soltan

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Reinforcement Learning

Multi Class Svm

Top Venues

npj Digit. Medicine

BMC Medical Informatics Decis. Mak.

Publications

Jenny Yang, Rasheed El-Bouri, Odhran O'Donoghue, Alexander S. Lachapelle, Andrew A. S. Soltan, David W. Eyre, Lei Lu, David A. Clifton
Deep reinforcement learning for multi-class imbalanced training: applications in healthcare. Mach. Learn. 113 (5) (2024)
Soheila Molaei, Anshul Thakur, Ghazaleh Niknam, Andrew A. S. Soltan, Hadi Zare, David A. Clifton
Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks. AISTATS (2024)
Jenny Yang, Hagen Triendl, Andrew A. S. Soltan, Mangal Prakash, David A. Clifton
Addressing label noise for electronic health records: insights from computer vision for tabular data. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Jenny Yang, Andrew A. S. Soltan, David W. Eyre, David A. Clifton
Algorithmic fairness and bias mitigation for clinical machine learning with deep reinforcement learning. Nat. Mac. Intell. 5 (8) (2023)
Jenny Yang, Andrew A. S. Soltan, David W. Eyre, Yang Yang, David A. Clifton
An adversarial training framework for mitigating algorithmic biases in clinical machine learning. npj Digit. Medicine 6 (2023)
Omid Rohanian, Samaneh Kouchaki, Andrew A. S. Soltan, Jenny Yang, Morteza Rohanian, Yang Yang, David A. Clifton
Privacy-Aware Early Detection of COVID-19 Through Adversarial Training. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Jenny Yang, Rasheed El-Bouri, Odhran O'Donoghue, Alexander S. Lachapelle, Andrew A. S. Soltan, David A. Clifton
Deep Reinforcement Learning for Multi-class Imbalanced Training. CoRR (2022)
Jenny Yang, Andrew A. S. Soltan, David A. Clifton
Machine learning generalizability across healthcare settings: insights from multi-site COVID-19 screening. npj Digit. Medicine 5 (2022)