| Deeppseudo: Pseudo value based deep learning models for competing risk analysis MM Rahman, K Matsuo, S Matsuzaki, S Purushotham Proceedings of the AAAI Conference on Artificial Intelligence 35 (1), 479-487, 2021 | 19 | 2021 |
| Fair and Interpretable models for Survival Analysis MM Rahman, S Purushotham Proceedings of the 28th ACM SIGKDD international conference on Knowledge …, 2022 | 13 | 2022 |
| FedPseudo: Pseudo value-based Deep Learning Models for Federated Survival Analysis MM Rahman, S Purushotham KDD 2022 Workshop on Applied Data Science for Healthcare: Transparent and …, 2022 | 5 | 2022 |
| PseudoNAM: A pseudo value based interpretable neural additive model for survival analysis MM Rahman, S Purushotham AAAI Fall Symposium Series, 2021 | 5 | 2021 |
| FedPseudo: Privacy-Preserving Pseudo Value-Based Deep Learning Models for Federated Survival Analysis MM Rahman, S Purushotham Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 2 | 2023 |
| Federated Competing Risk Analysis MM Rahman, S Purushotham Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 1 | 2023 |
| Multi-state Survival Analysis using Pseudo value-based Deep Neural Networks MM Rahman, S Purushotham Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023 | 1 | 2023 |
| Pseudo value-based Deep Neural Networks for Multi-state Survival Analysis MM Rahman, S Purushotham KDD 2022 Workshop on Applied Data Science for Healthcare: Transparent and …, 2022 | 1 | 2022 |
| Federated learning for competing risk analysis in healthcare MM Rahman, S Purushotham International Workshop on Federated Learning for Distributed Data Mining, 2023 | | 2023 |
| Communication-Efficient Pseudo Value-Based Random Forests for Federated Survival Analysis MM Rahman, S Purushotham Proceedings of the AAAI Symposium Series 2 (1), 458-466, 2023 | | 2023 |
| A Pseudo Value Based Interpretable Neural Additive Model for Survival Analysis MM Rahman, S Purushotham AAAI 2022 Workshop of "Trustworthy AI for Healthcare", 2021 | | 2021 |
| DeepPseudo: A Deep learning approach based on Pseudo values for Competing Risk Analysis MM Rahman, S Matsuzaki, K Matsuo, S Purushotham 2020 KDD Workshop on Applied Data Science for Healthcare, KDD Virtual Conference, 2020 | | 2020 |
| Effect of Caesarean Section on Neonatal Health in Bangladesh after Controlling Selection Bias: Propensity Score Based Analysis MM Rahman, S Sharmin, TS Mallick | | |
Sanjay PurushothamAssistant Professor, University of Maryland, Baltimore CountyVerified email at umbc.edu
