Nadja Heym

According to our database, Nadja Heym authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A Machine Learning Pipeline for Biofeedback-Driven, Self-guided Virtual Reality Therapy Using Speech-Based Arousal Detection.

Ruth M. J. Amey, Muhammad Arifur Rahman, David J. Brown, Matthew C. Harris, Nicholas Shopland, Mufti Mahmud, Samantha Hilton, Nadja Heym, Alexander Sumich

Proceedings of the HCI International 2025 - Late Breaking Papers, 2025

2024

Calming the Mind: Spiking Neural Networks Reveal How Havening Touch to Reduce Persistent Distress Attenuates Left Temporal Electroencephalographic Connectivity.

Alexander Sumich, Zohreh Doborjeh, Nadja Heym, Aroha Scott, Kirsty Hunter, Tony Burgess, Julie French, Mustafa Sarkar, Maryam Doborjeh, Nikola K. Kasabov

Proceedings of the Neural Information Processing - 31st International Conference, 2024

Neurocomputational Modelling of EEG Connectivity: Links Between Depression, Inflammation, and Gut-Microbiome.

Zohreh Doborjeh, Daniel lavin, Kirsty Hunter, Nadja Heym, Bryony Heasman, Maryam Doborjeh, Nikola K. Kasabov, Glen Gibson, Alexander Sumich

Proceedings of the Brain Informatics - 17th International Conference, 2024

2023

Enhancing biofeedback-driven self-guided virtual reality exposure therapy through arousal detection from multimodal data using machine learning.

Muhammad Arifur Rahman, David J. Brown, Mufti Mahmud, Matthew C. Harris, Nicholas Shopland, Nadja Heym, Alexander Sumich, Zakia Batool Turabee, Bradley Standen, David Downes, Yangang Xing, Carolyn Thomas, Sean Haddick, Preethi Premkumar, Simona Nastase, Andrew M. Burton, James Lewis

Brain Informatics, December, 2023

Effects of system- and media-driven immersive capabilities on presence and affective experience.

Bradley Standen, John Anderson, Alexander Sumich, Nadja Heym

Virtual Real., March, 2023

2022

Editorial: The Use of Virtual-Reality Interventions in Reducing Anxiety.

Preethi Premkumar, Nadja Heym, Page Lyn Anderson, David J. Brown, Alexander Sumich

Frontiers Virtual Real., 2022

Humanness lies in unpredictability: Role of Theory of Mind on anthropomorphism in human-computer interactions.

Julia Ayache, Andrew M. Connor, Stefan Marks, Alexander Sumich, Nadja Heym

Proceedings of the International Conference on Human-Agent Interaction, 2022

Towards Machine Learning Driven Self-guided Virtual Reality Exposure Therapy Based on Arousal State Detection from Multimodal Data.

Muhammad Arifur Rahman, David J. Brown, Nicholas Shopland, Matthew C. Harris, Zakia Batool Turabee, Nadja Heym, Alexander Sumich, Brad Standen, David Downes, Yangang Xing, Carolyn Thomas, Sean Haddick, Preethi Premkumar, Simona Nastase, Andrew M. Burton, James Lewis, Mufti Mahmud

Proceedings of the Brain Informatics - 15th International Conference, 2022