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Meghamala Sinha
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Year
Biolink Model: A universal schema for knowledge graphs in clinical, biomedical, and translational science
DR Unni, SAT Moxon, M Bada, M Brush, R Bruskiewich, JH Caufield, ...
Clinical and translational science 15 (8), 1848-1855, 2022
452022
RTX-KG2: a system for building a semantically standardized knowledge graph for translational biomedicine
EC Wood, AK Glen, LG Kvarfordt, F Womack, L Acevedo, TS Yoon, C Ma, ...
BMC bioinformatics 23 (1), 400, 2022
262022
Progress toward a universal biomedical data translator
K Fecho, AE Thessen, SE Baranzini, C Bizon, JJ Hadlock, S Huang, ...
Clinical and Translational Science 15 (8), 1838-1847, 2022
192022
Student evaluation model using bayesian network in an intelligent e-learning system
B Chakraborty, M Sinha
Journal of Institute of Integrative Omics and Applied Biotechnology (IIOAB …, 2016
152016
Method and system for detection and analysis of cognitive flow
D Chatterjee, A Sinha, M Sinha, SK Saha
US Patent 10,722,164, 2020
102020
A Probabilistic Approach for Detection and Analysis of Cognitive Flow.
D Chatterjee, A Sinha, M Sinha, SK Saha
BMA@ UAI, 44-53, 2016
92016
Voting-based integration algorithm improves causal network learning from interventional and observational data: An application to cell signaling network inference
M Sinha, P Tadepalli, SA Ramsey
Plos one 16 (2), e0245776, 2021
62021
An approach for open multivariate analysis of integrated clinical and environmental exposures data
K Fecho, P Haaland, A Krishnamurthy, B Lan, SA Ramsey, PL Schmitt, ...
Informatics in medicine unlocked 26, 100733, 2021
62021
Using a General Prior Knowledge Graph to Improve Data-Driven Causal Network Learning
M Sinha, SA Ramsey
AAAI-MAKE 2021: Combining Machine Learning and Knowledge Engineering, 2021
62021
Open application of statistical and machine learning models to explore the impact of environmental exposures on health and disease: An asthma use case
B Lan, P Haaland, A Krishnamurthy, DB Peden, PL Schmitt, P Sharma, ...
International Journal of Environmental Research and Public Health 18 (21), 11398, 2021
42021
RTX-KG2: a system for building a semantically standardized knowledge graph for translational biomedicine. bioRxiv preprint biorxiv: 464747, October 2021. doi: 10.1101/2021.10 …
EC Wood, AK Glen, LG Kvarfordt, F Womack, L Acevedo, TS Yoon, C Ma, ...
URL https://doi. org/10.1101/2021.10 17, 2021
42021
ARAX: a graph-based modular reasoning tool for translational biomedicine
AK Glen, C Ma, L Mendoza, F Womack, EC Wood, M Sinha, L Acevedo, ...
Bioinformatics 39 (3), btad082, 2023
22023
Causal Structure Learning from Experiments and Observations
M Sinha
Oregon State University, 2019
22019
STUDENT EVALUATION MODEL USING BAYESIAN NETWORK IN AN INTELLIGENT E-LEARNING SYSTEM
M Sinha
National Institute of Technology, Durgapur, 2015
22015
Evaluating robustness of a generalized linear model when applied to electronic health record data accessed using an open API
P Sharma, P Haaland, A Krishnamurthy, B Lan, PL Schmitt, M Sinha, H Xu, ...
Health Informatics Journal 29 (2), 14604582231170892, 2023
12023
Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach
AG Cavazos
NeurIPS 2023 Workshop: New Frontiers in Graph Learning, 2023
2023
Drug Repositioning using Consilience of Knowledge Graph Completion Methods
R Tu, M Sinha, C González, E Hu, S Dhuliawala, A McCallum, AI Su
bioRxiv, 2023.05. 12.540594, 2023
2023
Causal Analysis for Multivariate Integrated Clinical and Environmental Exposures Data
M Sinha, P Haaland, A Krishnamurthy, B Lan, SA Ramsey, PL Schmitt, ...
medRxiv, 2022.12. 20.22283734, 2022
2022
Analytical Methods for Improving Causal Inference
M Sinha
2021
Pooling vs Voting: An Empirical Study of Learning Causal Structures
M Sinha, P Tadepalli, R SA
AAAI Spring Symposium on Beyond Curve Fitting — Causation, Counterfactuals …, 2019
2019
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Articles 1–20