Vignesh Subbian
Orcid: 0000-0001-9974-8382
According to our database1,
Vignesh Subbian
authored at least 37 papers
between 2012 and 2024.
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Bibliography
2024
CoRR, 2024
2023
Assessment of Prediction Tasks and Time Window Selection in Temporal Modeling of Electronic Health Record Data: a Systematic Review.
J. Heal. Informatics Res., September, 2023
WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values.
J. Biomed. Informatics, August, 2023
A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotyping.
J. Biomed. Informatics, 2023
Identifying TBI Physiological States by Clustering of Multivariate Clinical Time-Series.
CoRR, 2023
A Self-Supervised Learning-based Approach to Clustering Multivariate Time-Series Data with Missing Values (SLAC-Time): An Application to Traumatic Brain Injury Phenotyping.
CoRR, 2023
2022
J. Am. Medical Informatics Assoc., 2022
J. Am. Medical Informatics Assoc., 2022
Frontiers Artif. Intell., 2022
Proceedings of the AMIA 2022, 2022
An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury.
Proceedings of the AMIA 2022, 2022
Proceedings of the AMIA 2022, 2022
2021
Making science computable: Developing code systems for statistics, study design, and risk of bias.
J. Biomed. Informatics, 2021
Ethics and informatics in the age of COVID-19: challenges and recommendations for public health organization and public policy.
J. Am. Medical Informatics Assoc., 2021
Phenotyping COVID-19 Patients by Ventilation Therapy: Data Quality Challenges and Cohort Characterization.
Proceedings of the Public Health and Informatics, 2021
Overriding Drug-Drug Interaction Alerts in Clinical Decision Support Systems: A Scoping Review.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Data Sharing Between Jail and Community Health Systems: Missing Links and Lessons for Re-Entry Success.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Impact of COVID-19 Pandemic on Emergency Department Visits: A Regional Case Study of Informatics Challenges and Opportunities.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Fighting COVID-19 with FHIR: Latest Developments from the COVID-19 Knowledge Accelerator (COKA).
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
It is time for computable evidence synthesis: The COVID-19 Knowledge Accelerator initiative.
J. Am. Medical Informatics Assoc., 2020
Assessing reproducibility and veracity across machine learning techniques in biomedicine: A case study using TCGA data.
Int. J. Medical Informatics, 2020
2019
Translational bioinformatics in mental health: open access data sources and computational biomarker discovery.
Briefings Bioinform., 2019
Patients as Agents in Behavioral Health Research and Service Provision: Recommendations to Support the Learning Health System.
Appl. Clin. Inform., 2019
DSL-TEACH: Data Science Literacy Training to Enhance Approaches for Clinical decision-making in Healthcare.
Proceedings of the AMIA 2019, 2019
2018
Leveraging mobile health applications for biomedical research and citizen science: a scoping review.
J. Am. Medical Informatics Assoc., 2018
J. Am. Medical Informatics Assoc., 2018
Evaluating ICU Clinical Severity Scoring Systems and Machine Learning Applications: APACHE IV/IVa Case Study.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Quantitative assessment of Post-Concussion Syndrome following mild Traumatic Brain Injury using robotic technology.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Design and development of a robotic system for clinical assessment of motor deficits.
Proceedings of the IEEE 56th International Midwest Symposium on Circuits and Systems, 2013
Experimental validation of a microcontroller-based wireless device to quantify head impacts.
Proceedings of the IEEE 56th International Midwest Symposium on Circuits and Systems, 2013
Developing a new advanced microcontrollers course as a part of embedded systems curriculum.
Proceedings of the IEEE Frontiers in Education Conference, 2013
Development and evaluation of hardware for Point-of-Care assessment of upper-limb motor performance.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Development of a point-of-care medical device to measure head impact in contact sports.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Design and usability of a medical computing system for diagnosis of mild traumatic brain injury.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012