Publications by authors named "Raul Fernandez-Rojas"

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Exploring Prefrontal Cortex Involvement in Postural Control Across Degraded Sensory Conditions Using fNIRS and Classification.
Yasaman Baradaran, Raul Fernandez Rojas, Roland Goecke, Maryam Ghahramani

IEEE J Biomed Health Inform· November 2025

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Early-stage Parkinson's disease detection using multimodal brain-body biomarkers from fNIRS and IMU data.
Maryam Sousani, Raul Fernandez Rojas, Elisabeth Preston, Maryam Ghahramani

Comput Biol Med· October 2025

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A CrossMod-Transformer deep learning framework for multi-modal pain detection through EDA and ECG fusion.
Jaleh Farmani, Ghazal Bargshady, Stefanos Gkikas, Manolis Tsiknakis, Raul Fernandez Rojas

Sci Rep· August 2025

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Multimodal brain-body analysis of prefrontal cortex activity and postural sway with sensory manipulation.
Yasaman Baradaran, Raul Fernandez Rojas, Roland Goecke, Maryam Ghahramani

Comput Biol Med· July 2025

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Editorial: Integrating sensors and artificial intelligence for objective pain detection and quantification: unveiling new possibilities.
Youngsun Kong, Raul Fernandez Rojas, Hugo F Posada-Quintero

Front Pain Res (Lausanne)· July 2025

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Empirically Transformed Energy Patterns: A novel approach for capturing fNIRS signal dynamics in pain assessment.
Muhammad Umar Khan, Sumair Aziz, Luke Murtagh, Girija Chetty, Roland Goecke

Comput Biol Med· June 2025

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Exploring Brain-Body Interactions in Parkinson's Disease: A Study on Dual-Task Performance.
Maryam Sousani, Raul Fernandez Rojas, Elisabeth Preston, Maryam Ghahramani

IEEE Trans Neural Syst Rehabil Eng· May 2025

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NeuroSafeDrive: An Intelligent System Using fNIRS for Driver Distraction Recognition.
Ghazal Bargshady, Hakki Gokalp Ustun, Yasaman Baradaran, Houshyar Asadi, Ravinesh C Deo

Sensors (Basel)· May 2025

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Diagnosis of Schizophrenia Using EEG Sensor Data: A Novel Approach with Automated Log Energy-Based Empirical Wavelet Reconstruction and Cepstral Features.
Sumair Aziz, Muhammad Umar Khan, Khushbakht Iqtidar, Raul Fernandez-Rojas

Sensors (Basel)· October 2024

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Automated Assessment of Pain (AAP) and Multimodal Sensing Grand Challenge for Next-Gen Pain Assessment (AI4Pain).
Zakia Hammal, Steffen Walter, Nadia Berthouze, Raul Fernandez-Rojas, Ben Seymour

Int Conf Affect Comput Intell Interact Workshops Demos· September 2024

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EEG-based Estimation of Cognitive Workload Across Multiple Tasks.
Anita Susan Mathews, Niraj Hirachan, Calvin Joseph, Maryam Ghahramani, Jehu Lopez-Aparicio

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Acute Pain Recognition from Facial Expression Videos using Vision Transformers.
Ghazal Bargshady, Calvin Joseph, Niraj Hirachan, Roland Goecke, Raul Fernandez Rojas

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Empirical comparison of deep learning models for fNIRS pain decoding.
Raul Fernandez Rojas, Calvin Joseph, Ghazal Bargshady, Keng-Liang Ou

Front Neuroinform· February 2024

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Multilevel Pain Assessment with Functional Near-Infrared Spectroscopy: Evaluating Δ and Δ Measures for Comprehensive Analysis.
Muhammad Umar Khan, Maryam Sousani, Niraj Hirachan, Calvin Joseph, Maryam Ghahramani, Raul Fernandez-Rojas

Sensors (Basel)· January 2024

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Toward a Multi-Modal Brain-Body Assessment in Parkinson's Disease: A Systematic Review in fNIRS.
Maryam Sousani, Raul Fernandez Rojas, Elisabeth Preston, Maryam Ghahramani

IEEE J Biomed Health Inform· October 2023

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"Where does it hurt?": Exploring EDA Signals to Detect and Localise Acute Pain.
Sumair Aziz, Muhammad Umar Khan, Niraj Hirachan, Girija Chetty, Roland Goecke, Raul Fernandez-Rojas

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Multimodal physiological sensing for the assessment of acute pain.
Raul Fernandez Rojas, Niraj Hirachan, Nicholas Brown, Gordon Waddington, Luke Murtagh

Front Pain Res (Lausanne)· June 2023

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A systematic review of neurophysiological sensing for the assessment of acute pain.
Raul Fernandez Rojas, Nicholas Brown, Gordon Waddington, Roland Goecke

NPJ Digit Med· April 2023

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Experimental Exploration of Multilevel Human Pain Assessment Using Blood Volume Pulse (BVP) Signals.
Muhammad Umar Khan, Sumair Aziz, Niraj Hirachan, Calvin Joseph, Jasper Li, Raul Fernandez-Rojas

Sensors (Basel)· April 2023

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Chest and pelvis coordination during functional reach test: A possible indication of balance deficiency in older adults.
Maryam Ghahramani, Raul Fernandez Rojas, David Stirling

J Biomech· August 2022

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Measuring Cognitive Workload Using Multimodal Sensors.
Niraj Hirachan, Anita Mathews, Julio Romero, Raul Fernandez Rojas

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Multimodal Fusion for Objective Assessment of Cognitive Workload: A Review.
Essam Debie, Raul Fernandez Rojas, Justin Fidock, Michael Barlow, Kathryn Kasmarik

IEEE Trans Cybern· March 2021

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Electroencephalographic Workload Indicators During Teleoperation of an Unmanned Aerial Vehicle Shepherding a Swarm of Unmanned Ground Vehicles in Contested Environments.
Raul Fernandez Rojas, Essam Debie, Justin Fidock, Michael Barlow, Kathryn Kasmarik

Front Neurosci· February 2020

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A Machine Learning Approach for the Identification of a Biomarker of Human Pain using fNIRS.
Raul Fernandez Rojas, Xu Huang, Keng-Liang Ou

Sci Rep· April 2019

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Cortical Network Response to Acupuncture and the Effect of the Hegu Point: An fNIRS Study.
Raul Fernandez Rojas, Mingyu Liao, Julio Romero, Xu Huang, Keng-Liang Ou

Sensors (Basel)· January 2019

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