Collaborative Cloud Computing Framework for Health Data with Open Source Technologies
Published in The 11th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM BCB), 2020 (pre-print), 2020
Download here
A Causally Formulated Hazard Ratio Estimation through Backdoor Adjustment on Structural Causal Model
Published in Machine Learning for Healthcare, 2020 (pre-print), 2020
Download here
OPTIC: Optimal Treatment Policy using Reinforcement Learning and Structural Causal Model
Published in Under review, 2020
Fast-Track Long Term Continuous Heart Monitoring in a Stroke Clinic: A Feasibility Study
Published in Frontiers in Neurology, 2020
Download here
Application of Markov Modeling to Assess Outcomes in COPD
Published in CHEST conference, 2019
Download here
Methods for Quantifying Efficacy-Effectiveness Gap of Randomized Controlled Trials: Examples in ARDS
Published in Critical Care Medicine, 2019
Download here
Regenerating Evidence from Landmark Trials in ARDS Using Structural Causal Models on Electronic Health Record
Published in medRxiv, 2019
Download here
Classification of short single-lead electrocardiograms (ECGs) for atrial fibrillation detection using piecewise linear spline and XGBoost
Published in Physiological measurement, 2018
Download here
Regenerating Evidence from Landmark Trials in ARDS Using Structural Causal Models on Electronic Health Record
Published in American Thoracic Society (ATS) Conference, 2018
Download here
Big data in healthcare– the promises, challenges and opportunities from a research perspective: A case study with a model database
Published in AMIA 2017 Annual Symposium, 2017
Download here
Symptom Levels in Care-Seeking Bangladeshi and Nepalese Adults With Advanced Cancer
Published in Journal of Global Oncology, 2017
Download here
Closing the data loop: An integrated open access analysis platform for the mimic database
Published in Computing in cardiology, 2016
Download here
Assessment of pain using facial pictures taken with a smartphone
Published in Computer Software and Applications Conference (COMPSAC), 2015 IEEE 39th Annual, 2015
Download here
The mixing rate of the arterial blood pressure waveform Markov chain is correlated with shock index during hemorrhage in anesthetized swine
Published in Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, 2014
Download here
In situ affect detection in mobile devices: a multimodal approach for advertisement using social network
Published in ACM SIGAPP Applied Computing Review, 2013
Download here
Towards in situ affect detection in mobile devices: a multimodal approach
Published in Proceedings of the 2013 Research in Adaptive and Convergent Systems (RACS 2013) (Best Paper), 2013
Download here
e-ESAS: improving quality of life for breast cancer patients in developing countries
Published in Proceedings of the 2nd ACM international workshop on Pervasive Wireless Healthcare, 2012
Download here
Findings of e-ESAS: a mobile based symptom monitoring system for breast cancer patients in rural Bangladesh
Published in Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Best Paper Nomination), 2012
Download here