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Avinash Reddy Mudireddy

Observed names: Avinash Mudireddy, Avinash R. Mudireddy, Mudireddy, Avinash Reddy
Institution: University of Iowa
Observed institution: University of Iowa
ORCID: 0000-0002-5252-6990
Observed ORCID: 0000-0002-5252-6990
OpenAlex ID: A5081660946
Using a physics-based hydrological model and storm transposition to investigate machine-learning algorithms for streamflow prediction
2023 · Faruk Gurbuz, Avinash Mudireddy, et al. · Journal of Hydrology · 29
Novel Machine Learning Approach to Predict and Personalize Length of Stay for Patients Admitted with Syncope from the Emergency Department
2022 · Sangil Lee, Avinash Reddy Mudireddy, et al. · Journal of Personalized Medicine · 23
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Can Artificial Intelligence Enhance Syncope Management?
2023 · Giselle M. Statz, Aron Z. Evans, et al. · JACC Advances · 16
Predicting Nephrotoxic Acute Kidney Injury in Hospitalized Adults: A Machine Learning Algorithm
2024 · Benjamin R. Griffin, Avinash Mudireddy, et al. · Kidney Medicine · 8
Comparing machine learning techniques for neonatal mortality prediction: insights from a modeling competition
2024 · Brynne A. Sullivan, Alvaro G. Moreira, et al. · Pediatric Research · 7
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The hope and the hype of artificial intelligence for syncope management
2025 · Samuel L Johnston, E John Barsotti, et al. · European Heart Journal - Digital Health · 4
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Predicting leadership emergence in global virtual teams: machine learning applications in algorithmic HRM
2026 · Marketa Rickley, Avinash Mudireddy, et al. · The International Journal of Human Resource Management
Large Language Models for Extracting and Inferring Functional Performance in Cancer Care
2026 · Alaa Albashayreh, Hafiza Akter Munira, et al.
Large Language Models for Extracting and Inferring Functional Performance in Cancer Care
2026 · Alaa Albashayreh, Hafiza Akter Munira, et al.
History Matters: Meta-policy Delegation with Heterogeneous Multi-agent Reinforcement Learning
2026 · Lu, Ziqing, Mudireddy, Avinash Reddy, et al. · arXiv (Cornell University)
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A tandem reinforcement learning framework for localized prostate cancer treatment planning and machine parameter optimization
2026 · Nathan Shaffer, Avinash Reddy Mudireddy, et al. · Medical Physics
Can Artificial Intelligence Predict Leadership Emergence? A Machine Learning Approach
2025 · Marketa Rickley, Avinash Reddy Mudireddy, et al. · Academy of Management Proceedings
Works count: 12
Citation count: 87
H-index: 5
I10-index: 3
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