Structural causal model with expert augmented knowledge to estimate the effect of oxygen therapy on mortality in the ICU.
Artif. Intell. Medicine, March, 2023
Causal Discovery on the Effect of Antipsychotic Drugs on Delirium Patients in the ICU using Large EHR Dataset.
CoRR, 2022
Pragmatic Clinical Trials in the Rubric of Structural Causal Models.
CoRR, 2022
CKH: Causal Knowledge Hierarchy for Estimating Structural Causal Models from Data and Priors.
CoRR, 2022
Structural Causal Model with Expert Augmented Knowledge to Estimate the Effect of Oxygen Therapy on Mortality in the ICU.
CoRR, 2020
A Causally Formulated Hazard Ratio Estimation through Backdoor Adjustment on Structural Causal Model.
Proceedings of the Machine Learning for Healthcare Conference, 2020
A Unified Cloud-Native Architecture For Heterogeneous Data Aggregation And Computation.
Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 2020
Collaborative Cloud Computing Framework for Health Data with Open Source Technologies.
Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 2020
A Novel Real-Time Non-invasive Hemoglobin Level Detection Using Video Images from Smartphone Camera.
Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017
Big Data in the Intensive Care Unit.
Proceedings of the AMIA 2017, 2017
Big data in healthcare- the promises, challenges and opportunities from a research perspective: A case study with a model database.
Proceedings of the AMIA 2017, 2017
Message from the Doctoral Symposium Co-Chairs.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016
Closing the Data Loop: An Integrated Open Access Analysis Platform for the MIMIC Database.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
e-ESAS: Evolution of a participatory design-based solution for breast cancer (BC) patients in rural Bangladesh.
Pers. Ubiquitous Comput., 2015
Assessment of Pain Using Facial Pictures Taken with a Smartphone.
Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015
A personalized model for monitoring vital signs using camera of the smart phone.
Proceedings of the Symposium on Applied Computing, 2014
Findings of mobile based palliative care system: towards formulating a generic framework for measuring QoL.
Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, 2014
The mixing rate of the arterial blood pressure waveform Markov chain is correlated with shock index during hemorrhage in anesthetized swine.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Barriers for Breast Cancer (BC) Patients in Rural Bangladesh: Design and Deployment of a Mobile based Solution.
Proceedings of the 20th Americas Conference on Information Systems, 2014
Towards in situ affect detection in mobile devices: a multimodal approach.
Proceedings of the Research in Adaptive and Convergent Systems, 2013
e-ESAS: improving quality of life for breast cancer patients in developing countries.
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Proceedings of the 2nd ACM international workshop on Pervasive Wireless Healthcare, 2012
Findings of e-ESAS: a mobile based symptom monitoring system for breast cancer patients in rural Bangladesh.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012
IRENE: Context aware mood sharing for social network.
Proceedings of the 2011 IEEE International Conference on Service-Oriented Computing and Applications, 2011
PryGuard: A Secure Distributed Authentication Protocol for Pervasive Computing Environment.
Proceedings of the Modern Approaches in Applied Intelligence, 2011