Asif Rahman
According to our database1,
Asif Rahman
authored at least 12 papers
between 2012 and 2023.
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Bibliography
2023
2022
Neural gradient boosting in federated learning for hemodynamic instability prediction: towards a distributed and scalable deep learning-based solution.
Proceedings of the AMIA 2022, 2022
2021
Utilizing machine learning to improve clinical trial design for acute respiratory distress syndrome.
npj Digit. Medicine, 2021
Interpretable Additive Recurrent Neural Networks For Multivariate Clinical Time Series.
CoRR, 2021
2020
Proceedings of the Machine Learning for Healthcare Conference, 2020
Proceedings of the Computing in Cardiology, 2020
2019
A Multi-Task Imputation and Classification Neural Architecture for Early Prediction of Sepsis from Multivariate Clinical Time Series.
Proceedings of the 46th Computing in Cardiology, 2019
2018
An ensemble boosting model for predicting transfer to the pediatric intensive care unit.
Int. J. Medical Informatics, 2018
2017
Proceedings of the Machine Learning for Health Care Conference, 2017
Densely Connected Convolutional Networks and Signal Quality Analysis to Detect Atrial Fibrillation Using Short Single-Lead ECG Recordings.
Proceedings of the Computing in Cardiology, 2017
2016
Ensemble of Feature-based and Deep learning-based Classifiers for Detection of Abnormal Heart Sounds.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
2012
Axon terminal polarization induced by weak uniform DC electric fields: A modeling study.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012