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Publications

Explore our research contributions spanning various disciplines in computer science, engineering, and interdisciplinary studies. Our publications represent our commitment to advancing knowledge and innovation.

Recent Publications

Quantum Computing

Adaptive octree meshes for simulation of extracellular electrophysiology

Journal of Neural Engineering, Volume 20, Number 5

This review explores the emerging applications of quantum computing algorithms in solving complex bioinformatics problems, with particular focus on protein folding and genomic sequence analysis.

DOI: 10.1088/1741-2552/acfabf PDF
Autonomous Vehicle

A C-shaped miniaturized coil for transcranial magnetic stimulation in rodents

Journal of Neural Engineering, Volume 20, Number 2

This paper presents a novel deep reinforcement learning framework for autonomous vehicle navigation that significantly improves decision-making in complex urban traffic scenarios.

DOI: 10.1088/1741-2552/acc097 PDF
AI in Healthcare

Views of stakeholders at risk for dementia about deep brain stimulation for cognition

Science Direct, June 2023

This chapter examines the ethical considerations and challenges in implementing AI-based decision support systems in clinical settings, with recommendations for responsible deployment.

DOI: 10.1088/1741-2552/acc097 PDF

All Publications

42 publications found
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Adaptive octree meshes for simulation of extracellular electrophysiology

Journal Article

Journal of Neural Engineering, Volume 20, Number 5

This review explores the emerging applications of quantum computing algorithms in solving complex bioinformatics problems, with particular focus on protein folding and genomic sequence analysis.

1,245 views
328 downloads
42 citations

A C-shaped miniaturized coil for transcranial magnetic stimulation in rodents

Conference Paper

Journal of Neural Engineering, Volume 20, Number 2

This paper presents a novel deep reinforcement learning framework for autonomous vehicle navigation that significantly improves decision-making in complex urban traffic scenarios.

978 views
215 downloads
31 citations

Views of stakeholders at risk for dementia about deep brain stimulation for cognition

Book Chapter

Science Direct, June 2023

This chapter examines the ethical considerations and challenges in implementing AI-based decision support systems in clinical settings, with recommendations for responsible deployment.

842 views
176 downloads
28 citations

Advances in Neural Network Architectures for Medical Image Segmentation

Journal Article

IEEE Transactions on Medical Imaging, March 2025

This paper introduces a novel neural network architecture that achieves state-of-the-art performance in medical image segmentation tasks, with particular application to brain tumor identification.

1,032 views
287 downloads
36 citations

Large Language Models for Automated Scientific Literature Review: Opportunities and Limitations

Preprint

arXiv, February 2025

This preprint investigates the potential of large language models to automate scientific literature reviews, discussing both the promising capabilities and current limitations of these systems.

1,876 views
543 downloads
19 citations