Raul Fernandez Rojas

51 papers B 1Misc 1Journal 28Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Systematic Literature Review of Healthcare Embedded Systems Using AI-based Biosignal Analysis.
ACM Comput. Surv.
Sumair Aziz, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
2026 J jnl
A Systematic Review of Multimodal Signal Fusion for Acute Pain Assessment Systems.
ACM Comput. Surv.
Muhammad Umar Khan, Girija Chetty, Roland Göcke, Raul Fernandez Rojas
2026 J jnl
Exploring Prefrontal Cortex Involvement in Postural Control Across Degraded Sensory Conditions Using fNIRS and Classification.
IEEE J. Biomed. Health Informatics
Yasaman Baradaran, Raul Fernandez Rojas, Roland Goecke, Maryam Ghahramani
2026 J jnl
GIAFormer: A Gradient-Infused Attention and Transformer for Pain Assessment with EDA-fNIRS Fusion.
Inf. Fusion
Muhammad Umar Khan, Girija Chetty, Stefanos Gkikas, Manolis Tsiknakis, Roland Goecke, Raul Fernandez Rojas
2026 J jnl
Pain intensity estimation via multimodal fusion: Leveraging ternary textures of derivatives in EDA and PPG signals.
Biomed. Signal Process. Control.
Muhammad Umar Khan, Niraj Hirachan, Calvin Joseph, Luke Murtagh, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
2025 J jnl
A two-stage architecture for identifying and locating the source of pain using novel multi-domain binary patterns of EDA.
Biomed. Signal Process. Control.
Sumair Aziz, Calvin Joseph, Niraj Hirachan, Luke Murtagh, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
2025 J jnl
Early-stage Parkinson's disease detection using multimodal brain-body biomarkers from fNIRS and IMU data.
Comput. Biol. Medicine
Maryam Sousani, Raul Fernandez Rojas, Elisabeth Preston, Maryam Ghahramani
2025 J jnl
Empirically Transformed Energy Patterns: A novel approach for capturing fNIRS signal dynamics in pain assessment.
Comput. Biol. Medicine
Muhammad Umar Khan, Sumair Aziz, Luke Murtagh, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
2025 J jnl
Integration of fNIRS and Machine Learning for Identifying Parkinson's Disease.
ACM Trans. Comput. Heal.
Maryam Sousani, Raul Fernandez Rojas, Elisabeth Preston, Maryam Ghahramani
2025 J jnl
Multimodal brain-body analysis of prefrontal cortex activity and postural sway with sensory manipulation.
Comput. Biol. Medicine
Yasaman Baradaran, Raul Fernandez Rojas, Roland Goecke, Maryam Ghahramani
2025 J jnl
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers.
CoRR
Monika Gahalawat, Maneesh Bilalpur, Raul Fernandez Rojas, Jeffrey F. Cohn, Roland Goecke, Ramanathan Subramanian
2025 J jnl
Operational Fire Management System (OFMS): A Sensor-Integrated Framework for Enhanced Fireground Situational Awareness.
J. Sens. Actuator Networks
David Kalina, Ryan O'Neill, Elisa Pevere, Raul Fernandez Rojas
2025 J jnl
Pain Assessment Using Multi-Kernel-FCN-LSTM and Haemoglobin Difference in fNIRS.
ACM Trans. Comput. Heal.
Ghazal Bargshady, Sumair Aziz, Stefanos Gkikas, Manolis Tsiknakis, Roland Goecke, Raul Fernandez Rojas
2025 J jnl
PainFormer: A Vision Foundation Model for Automatic Pain Assessment.
IEEE Trans. Affect. Comput.
Stefanos Gkikas, Raul Fernandez Rojas, Manolis Tsiknakis
2025 J jnl
PainFormer: a Vision Foundation Model for Automatic Pain Assessment.
CoRR
Stefanos Gkikas, Raul Fernandez Rojas, Manolis Tsiknakis
2025 — conf
The AI4Pain Grand Challenge 2025: Advancing Pain Assessment with Multimodal Physiological Signals.
ICMI Companion
Raul Fernandez Rojas, Calvin Joseph, Niraj Hirachan, Ben Seymour, Roland Goecke
2025 — conf
Tri-Domain EEG-fNIRS Fusion Approach for Stroop-Based Cognitive Workload Classification.
ACIS
Isuri Wijechandra Manawadu, Monika Gahalawat, Raul Fernandez Rojas, Girija Chetty, Ramanathan Subramanian
2024 — conf
Acute Pain Recognition from Facial Expression Videos using Vision Transformers.
EMBC
Ghazal Bargshady, Calvin Joseph, Niraj Hirachan, Roland Goecke, Raul Fernandez Rojas
2024 — conf
An fNIRS Study on Standing Concurrent with Working Memory Task and Sensory Manipulation.
ISBI
Yasaman Baradaran, Raul Fernandez Rojas, Maryam Sousani, Roland Goecke, Maryam Ghahramani
2024 — conf
Automated Assessment of Pain (AAP) and Multimodal Sensing Grand Challenge for Next-Gen Pain Assessment (AI4Pain).
ACII (Workshops and Demos)
Zakia Hammal, Steffen Walter, Nadia Berthouze, Raul Fernandez Rojas, Ben Seymour, Roland Goecke
2024 — conf
EEG-based Estimation of Cognitive Workload Across Multiple Tasks.
EMBC
Anita Susan Mathew, Niraj Hirachan, Calvin Joseph, Maryam Ghahramani, Jehu Lopez-Aparicio, Raul Fernandez Rojas
2024 J jnl
Empirical comparison of deep learning models for fNIRS pain decoding.
Frontiers Neuroinformatics
Raul Fernandez Rojas, Calvin Joseph, Ghazal Bargshady, Keng-Liang Ou
2024 — conf
Fall Risk Assessment Using Single IMU.
MeMeA
Iman Hosseini, Raul Fernandez Rojas, Maryam Ghahramani
2024 — conf
Motor and Cognitive Workload During Dual-Task Timed up and Go in Younger Adults: An fNIRS Study.
ISBI
Maryam Sousani, Raul Fernandez Rojas, Elisabeth Preston, Yasaman Baradaran, Maryam Ghahramani
2024 J jnl
Multilevel Pain Assessment with Functional Near-Infrared Spectroscopy: Evaluating ΔHBO2 and ΔHHB Measures for Comprehensive Analysis.
Sensors
Muhammad Umar Khan, Maryam Sousani, Niraj Hirachan, Calvin Joseph, Maryam Ghahramani, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
2024 — conf
The AI4Pain Grand Challenge 2024: Advancing Pain Assessment with Multimodal fNIRS and Facial Video Analysis.
ACII (Workshops and Demos)
Raul Fernandez Rojas, Calvin Joseph, Niraj Hirachan, Ben Seymour, Roland Goecke
2023 — conf
"Where does it hurt?": Exploring EDA Signals to Detect and Localise Acute Pain.
EMBC
Sumair Aziz, Muhammad Umar Khan, Niraj Hirachan, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
2023 J jnl
A Systematic Review on Functional Near-Infrared Spectroscopy Concurrent With Quantitative Balance Assessment.
IEEE Access
Yasaman Baradaran, Raul Fernandez Rojas, Roland Goecke, Maryam Ghahramani
2023 J jnl
A systematic review of neurophysiological sensing for the assessment of acute pain.
npj Digit. Medicine
Raul Fernandez Rojas, Nicholas Brown, Gordon Waddington, Roland Goecke
2023 J jnl
Computer-aided diagnosis system for cardiac disorders using variational mode decomposition and novel cepstral quinary patterns.
Biomed. Signal Process. Control.
Muhammad Umar Khan, Sumair Aziz, Khushbakht Iqtidar, Raul Fernandez Rojas
2023 J jnl
Experimental Exploration of Multilevel Human Pain Assessment Using Blood Volume Pulse (BVP) Signals.
Sensors
Muhammad Umar Khan, Sumair Aziz, Niraj Hirachan, Calvin Joseph, Jasper Li, Raul Fernandez Rojas
2023 B conf
Explainable Depression Detection via Head Motion Patterns.
ICMI
Monika Gahalawat, Raul Fernandez Rojas, Tanaya Guha, Ramanathan Subramanian, Roland Goecke
2023 J jnl
Explainable Depression Detection via Head Motion Patterns.
CoRR
Monika Gahalawat, Raul Fernandez Rojas, Tanaya Guha, Ramanathan Subramanian, Roland Goecke
2023 J jnl
Toward a Multi-Modal Brain-Body Assessment in Parkinson's Disease: A Systematic Review in fNIRS.
IEEE J. Biomed. Health Informatics
Maryam Sousani, Raul Fernandez Rojas, Elisabeth Preston, Maryam Ghahramani
2022 Misc conf
EHG Signal Analysis for Prediction of Term and Preterm using Variational Mode Decomposition and Artificial Neural Networks.
FIT
Muhammad Umar Khan, Sumair Aziz, Khushbakht Iqtidar, Raul Fernandez Rojas
2022 — conf
Measuring Cognitive Workload Using Multimodal Sensors.
EMBC
Niraj Hirachan, Anita Mathews, Julio Romero, Raul Fernandez Rojas
2022 J jnl
Measuring Cognitive Workload Using Multimodal Sensors.
CoRR
Niraj Hirachan, Anita Mathews, Julio Romero, Raul Fernandez Rojas
2021 J jnl
Multimodal Fusion for Objective Assessment of Cognitive Workload: A Review.
IEEE Trans. Cybern.
Essam Soliman Debie, Raul Fernandez Rojas, Justin Fidock, Michael Barlow, Kathryn Kasmarik, Sreenatha G. Anavatti, Matt Garratt, Hussein A. Abbass
2021 — conf
Pain Assessment based on fNIRS using Bi-LSTM RNNs.
NER
Raul Fernandez Rojas, Julio Romero, Jehu Lopez-Aparicio, Keng-Liang Ou
2020 J jnl
Pain Assessment based on fNIRS using Bidirectional LSTMs.
CoRR
Raul Fernandez Rojas, Julio Romero, Jehu Lopez-Aparicio, Keng-Liang Ou
2019 J jnl
Contextual Awareness in Human-Advanced-Vehicle Systems: A Survey.
IEEE Access
Raul Fernandez Rojas, Anthony Perry, Hemant K. Singh, Benjamin Campbell, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass
2019 J jnl
Cortical Network Response to Acupuncture and the Effect of the Hegu Point: An fNIRS Study.
Sensors
Raul Fernandez Rojas, Mingyu Liao, Julio Romero, Xu Huang, Keng-Liang Ou
2019 — conf
Encephalographic Assessment of Situation Awareness in Teleoperation of Human-Swarm Teaming.
ICONIP (4)
Raul Fernandez Rojas, Essam Soliman Debie, Justin Fidock, Michael Barlow, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
2018 — conf
EEG-Based Neural Correlates of Trust in Human-Autonomy Interaction.
SSCI
Min Wang, Aya Hussein, Raul Fernandez Rojas, Kamran Shafi, Hussein A. Abbass
2017 — conf
A Computational Investigation of an Active Region in Brain Network Based on Stimulations with Near-Infrared Spectroscopy.
ICONIP (2)
Xu Huang, Raul Fernandez Rojas, Allan C. Madoc, Keng-Liang Ou, Sheikh Md. Rabiul Islam
2017 — conf
Exploring the use of optical flow for the study of functional NIRS signals.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Raul Fernandez Rojas, Xu Huang, Keng-Liang Ou, Jesus Hernandez-Juarez
2017 — conf
Physiological fluctuations show frequency-specific networks in fNIRS signals during resting state.
EMBC
Raul Fernandez Rojas, Xu Huang, Jesus Hernandez-Juarez, Keng-Liang Ou
2017 — conf
fNIRS Approach to Pain Assessment for Non-verbal Patients.
ICONIP (4)
Raul Fernandez Rojas, Xu Huang, Julio Romero, Keng-Liang Ou
2016 — conf
Cortical activation investigation by optical flow and wavelet analysis using near-infrared spectroscopy.
BioRob
Xu Huang, Raul Fernandez Rojas, Keng-Liang Ou
2016 — conf
Effective algorithm for protecting WSNs from internal attacks in real-time.
ACSW
Xu Huang, Muhammad R. Ahmed, Raul Fernandez Rojas, Hongyan Cui, Mohammed A. Aseeri
2015 — conf
Novel Information Processing for Image De-noising Based on Sparse Basis.
ICONIP (3)
Sheikh Md. Rabiul Islam, Xu Huang, Keng-Liang Ou, Raul Fernandez Rojas, Hongyan Cui