Publications

2026

Deep Learning-Based Multi-Class Pediatric Wrist Fracture Subtype Classification: A Pilot Study Comparing Convolutional Neural Network Architectures

Phadke, R. A., Salman, S. G., Salman, Z. G., Yedupati, S. M., Ong, J., Tavakkoli, A., ... & Rizkalla, J

Journal of Imaging

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Dynamic spine stabilization through mechanically tuned constructs and embedded biomechanical feedback systems: a narrative review

Kumar, R., Bouras, A., Phadke, R., Salman, S., Kaur, H., Sporn, K., ... & Lee, N. J.

Discover Sensors

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Face adaptation improves performance on a face search task

I Shareef, MA Webster, A Tavakkoli, F Jiang

Vision Research

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Graph Neural Networks in Neuroimaging: Current Status and Biostatistical Considerations for Clinical Deployment

Rahul Kumar, Kyle Sporn, Ethan Waisberg, Joshua Ong, Phani Paladugu, Tejas Sekhar, Tamer Hage, Swapna Vaja, Nicolas Nelson, Mouayad Masalkhi, Ryung Lee, Dylan Amiri, Chirag Gowda, Alex Ngo, Shreya Raj, Ram Jagadeesan, Nasif Zaman, Alireza Tavakkoli, Shashinath Chandrahasegowda & Tarikere Kumar

Annals of Biomdeical Engineering

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2026

Fire-VLM A vision-language-driven reinforcement learning framework for UAV wildfire tracking in a physics-grounded fire digital twin

IEEE/CVF Winter Conference on Applications of Computer Vision

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2025

Guided and Unguided Conditional Diffusion Mechanisms for Structured and Semantically-Aware 3D Point Cloud Generation

Gunner Stone, Sushmita Sarker, Alireza Tavakkoli

IEEE International Conference on Machine Learning and Applications

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Point-RTD: Replaced Token Denoising for Pretraining Transformer Models on Point Clouds

Gunner Stone, Youngsook Choi, Alireza Tavakkoli, Ankita Shukla

IEEE International Conference on Machine Learning and Applications

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