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Raul Fernandez Rojas

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affiliation: UNSW Canberra at the Australian Defence Force Academy, Canberra, ACT, Australia
affiliation: University of Canberra, Human-Centred Technology Research Centre, ACT, Australia

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Journal Articles

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2024
[j10]
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Raul Fernandez Rojas, Calvin Joseph, Ghazal Bargshady, Keng-Liang Ou:
Empirical comparison of deep learning models for fNIRS pain decoding. Frontiers Neuroinformatics 18 (2024)
[j9]
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  - journals/sensors/KhanSHJGCGR24
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Muhammad Umar Khan, Maryam Sousani, Niraj Hirachan, Calvin Joseph, Maryam Ghahramani, Girija Chetty, Roland Goecke, Raul Fernandez Rojas:
Multilevel Pain Assessment with Functional Near-Infrared Spectroscopy: Evaluating ΔHBO2 and ΔHHB Measures for Comprehensive Analysis. Sensors 24(2): 458 (2024)
2023
[j8]
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Yasaman Baradaran, Raul Fernandez Rojas, Roland Goecke, Maryam Ghahramani:
A Systematic Review on Functional Near-Infrared Spectroscopy Concurrent With Quantitative Balance Assessment. IEEE Access 11: 66641-66671 (2023)
[j7]
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Muhammad Umar Khan, Sumair Aziz, Khushbakht Iqtidar, Raul Fernandez Rojas:
Computer-aided diagnosis system for cardiac disorders using variational mode decomposition and novel cepstral quinary patterns. Biomed. Signal Process. Control. 81: 104509 (2023)
[j6]
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Raul Fernandez Rojas, Nicholas Brown, Gordon Waddington, Roland Goecke:
A systematic review of neurophysiological sensing for the assessment of acute pain. npj Digit. Medicine 6 (2023)
[j5]
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Muhammad Umar Khan, Sumair Aziz, Niraj Hirachan, Calvin Joseph, Jasper Li, Raul Fernandez Rojas:
Experimental Exploration of Multilevel Human Pain Assessment Using Blood Volume Pulse (BVP) Signals. Sensors 23(8): 3980 (2023)
[j4]
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  - journals/titb/SousaniRPG23
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Maryam Sousani, Raul Fernandez Rojas, Elisabeth Preston, Maryam Ghahramani:
Toward a Multi-Modal Brain-Body Assessment in Parkinson's Disease: A Systematic Review in fNIRS. IEEE J. Biomed. Health Informatics 27(10): 4840-4853 (2023)
2021
[j3]
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  - journals/tcyb/DebieRFBKAGA21
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Essam Soliman Debie, Raul Fernandez Rojas, Justin Fidock, Michael Barlow, Kathryn Kasmarik, Sreenatha G. Anavatti, Matt Garratt, Hussein A. Abbass:
Multimodal Fusion for Objective Assessment of Cognitive Workload: A Review. IEEE Trans. Cybern. 51(3): 1542-1555 (2021)
2019
[j2]
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  - journals/access/RojasPSCEHA19
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Raul Fernandez Rojas, Anthony Perry, Hemant K. Singh, Benjamin Campbell, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass:
Contextual Awareness in Human-Advanced-Vehicle Systems: A Survey. IEEE Access 7: 33304-33328 (2019)
[j1]
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  - journals/sensors/RojasLRHO19
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Raul Fernandez Rojas, Mingyu Liao, Julio Romero, Xu Huang, Keng-Liang Ou:
Cortical Network Response to Acupuncture and the Effect of the Hegu Point: An fNIRS Study. Sensors 19(2): 394 (2019)

Conference and Workshop Papers

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2024
[c17]
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Yasaman Baradaran, Raul Fernandez Rojas, Maryam Sousani, Roland Goecke, Maryam Ghahramani:
An fNIRS Study on Standing Concurrent with Working Memory Task and Sensory Manipulation. ISBI 2024: 1-5
[c16]
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Maryam Sousani, Raul Fernandez Rojas, Elisabeth Preston, Yasaman Baradaran, Maryam Ghahramani:
Motor and Cognitive Workload During Dual-Task Timed up and Go in Younger Adults: An fNIRS Study. ISBI 2024: 1-5
[c15]
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  - conf/memea/HosseiniRG24
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Iman Hosseini, Raul Fernandez Rojas, Maryam Ghahramani:
Fall Risk Assessment Using Single IMU. MeMeA 2024: 1-6
2023
[c14]
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  - conf/embc/AzizKHCGR23
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Sumair Aziz, Muhammad Umar Khan, Niraj Hirachan, Girija Chetty, Roland Goecke, Raul Fernandez Rojas:
"Where does it hurt?": Exploring EDA Signals to Detect and Localise Acute Pain. EMBC 2023: 1-5
[c13]
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  - conf/icmi/GahalawatRGSG23
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Monika Gahalawat, Raul Fernandez Rojas, Tanaya Guha, Ramanathan Subramanian, Roland Goecke:
Explainable Depression Detection via Head Motion Patterns. ICMI 2023: 261-270
2022
[c12]
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  - conf/embc/HirachanMRR22
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Niraj Hirachan, Anita Mathews, Julio Romero, Raul Fernandez Rojas:
Measuring Cognitive Workload Using Multimodal Sensors. EMBC 2022: 4921-4924
[c11]
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  - conf/fit/KhanAIR22
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Muhammad Umar Khan, Sumair Aziz, Khushbakht Iqtidar, Raul Fernandez Rojas:
EHG Signal Analysis for Prediction of Term and Preterm using Variational Mode Decomposition and Artificial Neural Networks. FIT 2022: 267-272
2021
[c10]
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  - conf/ner/RojasRLO21
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Raul Fernandez Rojas, Julio Romero, Jehu Lopez-Aparicio, Keng-Liang Ou:
Pain Assessment based on fNIRS using Bi-LSTM RNNs. NER 2021: 399-402
2019
[c9]
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  - conf/iconip/RojasDFBKAGA19
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Raul Fernandez Rojas, Essam Soliman Debie, Justin Fidock, Michael Barlow, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass:
Encephalographic Assessment of Situation Awareness in Teleoperation of Human-Swarm Teaming. ICONIP (4) 2019: 530-539
2018
[c8]
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  - conf/ssci/0009HRSA18
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Min Wang, Aya Hussein, Raul Fernandez Rojas, Kamran Shafi, Hussein A. Abbass:
EEG-Based Neural Correlates of Trust in Human-Autonomy Interaction. SSCI 2018: 350-357
2017
[c7]
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Raul Fernandez Rojas, Xu Huang, Jesus Hernandez-Juarez, Keng-Liang Ou:
Physiological fluctuations show frequency-specific networks in fNIRS signals during resting state. EMBC 2017: 2550-2553
[c6]
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  - conf/iconip/HuangRMOI17
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Xu Huang, Raul Fernandez Rojas, Allan C. Madoc, Keng-Liang Ou, Sheikh Md. Rabiul Islam:
A Computational Investigation of an Active Region in Brain Network Based on Stimulations with Near-Infrared Spectroscopy. ICONIP (2) 2017: 728-738
[c5]
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Raul Fernandez Rojas, Xu Huang, Julio Romero, Keng-Liang Ou:
fNIRS Approach to Pain Assessment for Non-verbal Patients. ICONIP (4) 2017: 778-787
[c4]
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  - conf/mibam/Rojas0OH17
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Raul Fernandez Rojas, Xu Huang, Keng-Liang Ou, Jesus Hernandez-Juarez:
Exploring the use of optical flow for the study of functional NIRS signals. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101372K
2016
[c3]
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  - conf/acsc/HuangARCA16
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Xu Huang, Muhammad R. Ahmed, Raul Fernandez Rojas, Hongyan Cui, Mohammed A. Aseeri:
Effective algorithm for protecting WSNs from internal attacks in real-time. ACSW 2016: 40
[c2]
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  - conf/biorob/HuangFO16
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Xu Huang, Raul Fernandez Rojas, Keng-Liang Ou:
Cortical activation investigation by optical flow and wavelet analysis using near-infrared spectroscopy. BioRob 2016: 1307-1312
2015
[c1]
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  - conf/iconip/IslamHORC15
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Sheikh Md. Rabiul Islam, Xu Huang, Keng-Liang Ou, Raul Fernandez Rojas, Hongyan Cui:
Novel Information Processing for Image De-noising Based on Sparse Basis. ICONIP (3) 2015: 443-451

Informal and Other Publications

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2023
[i3]
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  - journals/corr/abs-2307-12241
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Monika Gahalawat, Raul Fernandez Rojas, Tanaya Guha, Ramanathan Subramanian, Roland Goecke:
Explainable Depression Detection via Head Motion Patterns. CoRR abs/2307.12241 (2023)
2022
[i2]
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  - journals/corr/abs-2205-04235
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Niraj Hirachan, Anita Mathews, Julio Romero, Raul Fernandez Rojas:
Measuring Cognitive Workload Using Multimodal Sensors. CoRR abs/2205.04235 (2022)
2020
[i1]
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  - journals/corr/abs-2012-13231
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Raul Fernandez Rojas, Julio Romero, Jehu Lopez-Aparicio, Keng-Liang Ou:
Pain Assessment based on fNIRS using Bidirectional LSTMs. CoRR abs/2012.13231 (2020)

Coauthor Index

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