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Chelsea Dobbins

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Associate Professor

University of Queensland

Australia

Research Interests

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About

Chelsea Dobbins is a Senior Lecturer at The University of Queensland, Australia. Her research primarily focuses on the application of machine learning in healthcare, exploring psychophysiological signals and the integration of wearable technology for chronic disease management. Recent publications include investigations into the usability of model-informed precision dosing software in intensive care and studies on the influence of wearables on healthcare outcomes. Additionally, she has contributed to international workshops on emotion awareness in pervasive computing.

Recent Grants

Grant: Close

BALANCE: Promoting wellBeing in AdoLescent and young Adult caNCEr survivors

Open Date: 2021-09-01

Close Date: 2026-08-01

Grant: Close

Development of a Multimodal Lifelogging Platform to Support Self-Reflection & Monitor Inflammation Associated With the Experience of Negative Emotions

Open Date: 2015-09-01

Close Date: 2016-10-01

Articles (20)

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2026

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2020

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Professor

Indraprastha Institute of Information Technology, Delhi

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Oliver J Canfell

Lecturer in Nutritional Sciences

King's College London

UNITED KINGDOM

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Juha Töyräs

Professor

University of Queensland

AUSTRALIA

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Chelsea Dobbins

Research Interests

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About

Recent Grants

Articles (20)

Detection of social connectedness in everyday life via multimodal lifelogging data

‘It's like when you play the whispering game’

Conversational Agents That Don’t Pretend to Care: Co-Designing Mediator Roles in Digital Healthcare Interventions

FHIR Project-Based Training for Australia’s Digital Health Workforce

Differentiating presence in virtual reality using physiological signals

“An excellent servant but a terrible master”: understanding the value of wearables for self-management in people with cystic fibrosis and their healthcare providers – a qualitative study

Machine learning based classification of presence utilizing psychophysiological signals in immersive virtual environments

Factors Influencing Integration and Usability of Model-Informed Precision Dosing Software in the Intensive Care Unit

EmotionAware 2024: Eighth International Workshop on Emotion Awareness for Pervasive Computing Beyond Traditional Approaches - Welcome and Committees

A step in the right direction: the potential role of smartwatches to support chronic disease prevention in health care

A machine learning approach for detecting fatigue during repetitive physical tasks

Functional connectivity across dorsal and ventral attention networks in response to task difficulty and experimental pain

The psychophysiological mechanisms of real-world time experience

The Influence of Wearables on Health Care Outcomes in Chronic Disease: Systematic Review

EmotionAware 2022: Sixth International Workshop on Emotion Awareness for Pervasive Computing Beyond Traditional Approaches - Welcome and Committees: Welcome Message

Classification of Game Demand and the Presence of Experimental Pain Using Functional Near-Infrared Spectroscopy

Effects of Interacting with Facial Expressions and Controllers in Different Virtual Environments on Presence, Usability, Affect, and Neurophysiological Signals

Personal informatics and negative emotions during commuter driving: Effects of data visualization on cardiovascular reactivity & mood

Public vs media opinion on robots and their evolution over recent years

Understanding Smartwatch Battery Utilization in the Wild

Collaborators (12)

Ella Peltonen

Alexandra McCarthy

Stephen Viller

Matthew D'Souza

David Reid

Doug Forrester

Alex Haslam

Catherine Haslam

Vivian Chiu

Anubha Gupta

Oliver J Canfell

Juha Töyräs

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