Novel Information Processing for Image De-noising Based on Sparse Basis. - Sheikh Md. Rabiul Islam; Xu Huang 001; Keng-Liang Ou; Raul Fernandez Rojas; Hongyan Cui (ICONIP (3), 2015)

Effective algorithm for protecting WSNs from internal attacks in real-time. - Xu Huang 001; Muhammad R. Ahmed; Raul Fernandez Rojas; Hongyan Cui; Mohammed A. Aseeri (ACSW, 2016)

Cortical activation investigation by optical flow and wavelet analysis using near-infrared spectroscopy. - Xu Huang 001; Raul Fernandez Rojas; Keng-Liang Ou (BioRob, 2016)

Physiological fluctuations show frequency-specific networks in fNIRS signals during resting state. - Raul Fernandez Rojas; Xu Huang 001; Jesus Hernandez-Juarez; Keng-Liang Ou (EMBC, 2017)

A Computational Investigation of an Active Region in Brain Network Based on Stimulations with Near-Infrared Spectroscopy. - Xu Huang 001; Raul Fernandez Rojas; Allan C. Madoc; Keng-Liang Ou; Sheikh Md. Rabiul Islam (ICONIP (2), 2017)

fNIRS Approach to Pain Assessment for Non-verbal Patients. - Raul Fernandez Rojas; Xu Huang 001; Julio Romero; Keng-Liang Ou (ICONIP (4), 2017)

Exploring the use of optical flow for the study of functional NIRS signals. - Raul Fernandez Rojas; Xu Huang 001; Keng-Liang Ou; Jesus Hernandez-Juarez (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2017)

EEG-Based Neural Correlates of Trust in Human-Autonomy Interaction. - Min Wang 009; Aya Hussein; Raul Fernandez Rojas; Kamran Shafi; Hussein A. Abbass (SSCI, 2018)

Encephalographic Assessment of Situation Awareness in Teleoperation of Human-Swarm Teaming. - Raul Fernandez Rojas; Essam Soliman Debie; Justin Fidock; Michael Barlow 001; Kathryn Kasmarik; Sreenatha G. Anavatti; Matthew Garratt; Hussein A. Abbass (ICONIP (4), 2019)

Contextual Awareness in Human-Advanced-Vehicle Systems: A Survey. - Raul Fernandez Rojas; Anthony Perry; Hemant K. Singh; Benjamin Campbell; Saber M. Elsayed; Robert A. Hunjet; Hussein A. Abbass (IEEE Access, 2019)

Cortical Network Response to Acupuncture and the Effect of the Hegu Point: An fNIRS Study. - Raul Fernandez Rojas; Mingyu Liao; Julio Romero; Xu Huang 001; Keng-Liang Ou (Sensors, 2019)

Pain Assessment based on fNIRS using Bidirectional LSTMs. - Raul Fernandez Rojas; Julio Romero; Jehu Lopez-Aparicio; Keng-Liang Ou (CoRR, 2020)

Pain Assessment based on fNIRS using Bi-LSTM RNNs. - Raul Fernandez Rojas; Julio Romero; Jehu Lopez-Aparicio; Keng-Liang Ou (NER, 2021)

Multimodal Fusion for Objective Assessment of Cognitive Workload: A Review. - Essam Soliman Debie; Raul Fernandez Rojas; Justin Fidock; Michael Barlow 001; Kathryn Kasmarik; Sreenatha G. Anavatti; Matt Garratt; Hussein A. Abbass (IEEE Trans. Cybern., 2021)

Measuring Cognitive Workload Using Multimodal Sensors. - Niraj Hirachan; Anita Mathews; Julio Romero; Raul Fernandez Rojas (EMBC, 2022)

EHG Signal Analysis for Prediction of Term and Preterm using Variational Mode Decomposition and Artificial Neural Networks. - Muhammad Umar Khan; Sumair Aziz; Khushbakht Iqtidar; Raul Fernandez Rojas (FIT, 2022)

"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 (EMBC, 2023)

Explainable Depression Detection via Head Motion Patterns. - Monika Gahalawat; Raul Fernandez Rojas; Tanaya Guha; Ramanathan Subramanian; Roland Goecke (ICMI, 2023)

A Systematic Review on Functional Near-Infrared Spectroscopy Concurrent With Quantitative Balance Assessment. - Yasaman Baradaran; Raul Fernandez Rojas; Roland Goecke; Maryam Ghahramani (IEEE Access, 2023)

A systematic review of neurophysiological sensing for the assessment of acute pain. - Raul Fernandez Rojas; Nicholas Brown; Gordon Waddington; Roland Goecke (npj Digit. Medicine, 2023)

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, 2023)

Computer-aided diagnosis system for cardiac disorders using variational mode decomposition and novel cepstral quinary patterns. - Muhammad Umar Khan; Sumair Aziz; Khushbakht Iqtidar; Raul Fernandez Rojas (Biomed. Signal Process. Control., 2023)

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 Informatics, 2023)

Automated Assessment of Pain (AAP) and Multimodal Sensing Grand Challenge for Next-Gen Pain Assessment (AI4Pain). - Zakia Hammal; Steffen Walter 001; Nadia Berthouze; Raul Fernandez Rojas; Ben Seymour; Roland Goecke (ACII (Workshops and Demos), 2024)

The AI4Pain Grand Challenge 2024: Advancing Pain Assessment with Multimodal fNIRS and Facial Video Analysis. - Raul Fernandez Rojas; Calvin Joseph; Niraj Hirachan; Ben Seymour; Roland Goecke (ACII (Workshops and Demos), 2024)

Acute Pain Recognition from Facial Expression Videos using Vision Transformers. - Ghazal Bargshady; Calvin Joseph; Niraj Hirachan; Roland Goecke; Raul Fernandez Rojas (EMBC, 2024)

EEG-based Estimation of Cognitive Workload Across Multiple Tasks. - Anita Susan Mathew; Niraj Hirachan; Calvin Joseph; Maryam Ghahramani; Jehu Lopez-Aparicio; Raul Fernandez Rojas (EMBC, 2024)

An fNIRS Study on Standing Concurrent with Working Memory Task and Sensory Manipulation. - Yasaman Baradaran; Raul Fernandez Rojas; Maryam Sousani; Roland Goecke; Maryam Ghahramani (ISBI, 2024)

Motor and Cognitive Workload During Dual-Task Timed up and Go in Younger Adults: An fNIRS Study. - Maryam Sousani; Raul Fernandez Rojas; Elisabeth Preston; Yasaman Baradaran; Maryam Ghahramani (ISBI, 2024)

Fall Risk Assessment Using Single IMU. - Iman Hosseini; Raul Fernandez Rojas; Maryam Ghahramani (MeMeA, 2024)

Empirical comparison of deep learning models for fNIRS pain decoding. - Raul Fernandez Rojas; Calvin Joseph; Ghazal Bargshady; Keng-Liang Ou (Frontiers Neuroinformatics, 2024)

Multilevel Pain Assessment with Functional Near-Infrared Spectroscopy: Evaluating ΔHBO2 and ΔHHB Measures for Comprehensive Analysis. - Muhammad Umar Khan; Maryam Sousani; Niraj Hirachan; Calvin Joseph; Maryam Ghahramani; Girija Chetty; Roland Goecke; Raul Fernandez Rojas (Sensors, 2024)

A two-stage architecture for identifying and locating the source of pain using novel multi-domain binary patterns of EDA. - Sumair Aziz; Calvin Joseph; Niraj Hirachan; Luke Murtagh; Girija Chetty; Roland Goecke; Raul Fernandez Rojas (Biomed. Signal Process. Control., 2025)

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. Medicine, 2025)

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; Raul Fernandez Rojas (Comput. Biol. Medicine, 2025)

PainFormer: a Vision Foundation Model for Automatic Pain Assessment. - Stefanos Gkikas; Raul Fernandez Rojas; Manolis Tsiknakis (CoRR, 2025)

On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers. - Monika Gahalawat; Maneesh Bilalpur; Raul Fernandez Rojas; Jeffrey F. Cohn; Roland Goecke; Ramanathan Subramanian (CoRR, 2025)