Towards Machine Learning Driven Self-guided Virtual Reality Exposure Therapy Based on Arousal State Detection from Multimodal Data. - Muhammad Arifur Rahman; David J. Brown 001; Nicholas Shopland; Matthew C. Harris; Zakia Batool Turabee; Nadja Heym; Alexander Sumich; Brad Standen; David Downes; Yangang Xing; Carolyn Thomas; Sean Haddick; et al. (BI, 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 (HAI, 2022)

Editorial: The Use of Virtual-Reality Interventions in Reducing Anxiety. - Preethi Premkumar; Nadja Heym; Page Lyn Anderson; David J. Brown 001; Alexander Sumich (Frontiers Virtual Real., 2022)

Effects of system- and media-driven immersive capabilities on presence and affective experience. - Bradley Standen; John Anderson; Alexander Sumich; Nadja Heym (Virtual Real., 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 001; Mufti Mahmud; Matthew C. Harris; Nicholas Shopland; Nadja Heym; Alexander Sumich; Zakia Batool Turabee; Bradley Standen; David Downes; Yangang Xing; Carolyn Thomas; et al. (Brain Informatics, 2023)

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 (BI (1), 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 (ICONIP (11), 2024)