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Author

Sindhu Tipirneni

Observed name: Tipirneni, Sindhu
Institution: Virginia Tech
Observed institution: Virginia Tech
ORCID: 0000-0001-5502-1616
Observed ORCID: 0000-0001-5502-1616
OpenAlex ID: A5047106547
Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series
2022 · Sindhu Tipirneni, Chandan K. Reddy · ACM Transactions on Knowledge Discovery from Data · 131
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WindowSHAP: An efficient framework for explaining time-series classifiers based on Shapley values
2023 · Amin Nayebi, Sindhu Tipirneni, et al. · Journal of Biomedical Informatics · 64
StructCoder: Structure-Aware Transformer for Code Generation
2023 · Sindhu Tipirneni, Ming Zhu, et al. · ACM Transactions on Knowledge Discovery from Data · 57
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XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence
2022 · Zhu, Ming, Jain, Aneesh, et al. · arXiv (Cornell University) · 24
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Preparing for the next pandemic via transfer learning from existing diseases with hierarchical multi-modal BERT: a study on COVID-19 outcome prediction
2022 · Khushbu Agarwal, Sutanay Choudhury, et al. · Scientific Reports · 23
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A self-supervised learning-based approach to clustering multivariate time-series data with missing values (SLAC-Time): An application to TBI phenotyping
2023 · Hamid Ghaderi, Brandon Foreman, et al. · Journal of Biomedical Informatics · 22
Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury.
2021 · Amin Nayebi, Sindhu Tipirneni, et al. · PubMed Central · 10
Execution-based Code Generation using Deep Reinforcement Learning
2023 · Shojaee, Parshin, Jain, Aneesh, et al. · arXiv (Cornell University) · 8
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Self-supervised Transformer for Multivariate Clinical Time-Series with Missing Values.
2021 · Sindhu Tipirneni, Chandan K. Reddy · arXiv (Cornell University) · 6
Identifying TBI Physiological States by Clustering Multivariate Clinical Time-Series Data
2023 · Ghaderi, Hamid, Foreman, Brandon, et al. · PubMed Central · 5
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An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury
2022 · Nayebi, Amin, Tipirneni, Sindhu, et al. · PubMed Central · 5
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Preparing For The Next Pandemic: Transfer Learning From Existing Diseases Via Hierarchical Multi-Modal BERT Models to Predict COVID-19 Outcomes
2021 · Khushbu Agarwal, Sutanay Choudhury, et al. · Research Square · 4
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Context-Aware Clustering using Large Language Models
2024 · Tipirneni, Sindhu, Adkathimar, Ravinarayana, et al. · arXiv (Cornell University) · 2
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Works count: 13
Citation count: 361
H-index: 8
I10-index: 7
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