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Raul Fernandez Rojas

university of canberra

18H-index
85Paper Count
1.2KCitation Count
Published Papers 30
Publication Date
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Real-Time Pain Assessment from Electrodermal Activity Using Deep Learning
errSensors
IF3.5
err2026-05-12
err0
errOAAI
errCalvin Joseph; Maryam Ghahramani; Raul Fernandez Rojas
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errSave
Connectivity-Based Pain Recognition from fNIRS: Parsimonious Subject-Independent Classification
errSensors
IF3.5
err2026-05-08
err0
errOAAI
errMohammadreza Safari; Maryam Ghahramani; Raul Fernandez Rojas
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A systematic review and meta-analysis on dual-task sensor-based motion analysis for dementia detection
errFrontiers in Digital Health
IF3.8
err2026-05-07
err0
errOAAI
errIH Iman Hosseini; JM Joseph M. Northey; NM Nathan M. D’Cunha; RF Raul Fernandez Rojas; AS Abishek Shrestha; MG Maryam Ghahramani
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errSave
MDNet: A Lightweight Multidomain 1-D CNN for Embedded Pain Assessment Using EDA Signals
errIEEE Internet of Things Journal
IF8.9
err2026-02-11
err0
PREAI
errSumair Aziz; Girija Chetty; Roland Goecke; Raul Fernandez Rojas
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errSave
GIAFormer: A Gradient-Infused Attention and Transformer for Pain Assessment with EDA–fNIRS Fusion
errInformation Fusion
IF15.5
err2026-01-23
err0
errOAAI
errMuhammad Umar Khan; Girija Chetty; Stefanos Gkikas; Manolis Tsiknakis; Roland Goecke; Raul Fernandez-Rojas
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Sensor-based motion analysis for dementia detection: a systematic review
errFrontiers in Digital Health
IF3.8
err2026-01-18
err0
errOAAI
errZongyi Jiang; Maryam Ghahramani; Nathan M. D’Cunha; Raul Fernandez Rojas
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errSave
Operational Fire Management System (OFMS): A Sensor-Integrated Framework for Enhanced Fireground Situational Awareness
errJournal of Sensor and Actuator Networks
IF4.2
err2025-11-26
err0
errOAAI
errDavid Kalina; Ryan O’Neill; Elisa Pevere; Raul Fernandez Rojas
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Exploring Prefrontal Cortex Involvement in Postural Control Across Degraded Sensory Conditions Using fNIRS and Classification
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-11-24
err0
PREAI
errYasaman Baradaran; Raul Fernandez Rojas; Roland Goecke; Maryam Ghahramani
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errSave
Integrating IMU Sensors and Dual-Task Timed Up and Go to Identify Biomarkers for Early Stage Parkinson's Disease Detection
errIEEE SENSORS JOURNAL
IF4.5
err2025-10-15
err0
PREAI
errSousani, Maryam; Rojas, Raul Fernandez; Preston, Elisabeth; Ghahramani, Maryam
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errSave
Integration of fNIRS and Machine Learning for Identifying Parkinson's Disease
errACM Transactions on Computing for Healthcare
IF0
err2025-10-01
err0
errOAAI
errSousani, Maryam; Rojas, Raul Fernandez; Preston, Elisabeth; Ghahramani, Maryam
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errSave
Pain Assessment Using Multi-Kernel-FCN-LSTM and Haemoglobin Difference in fNIRS
errACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE
IF0
err2025-10-01
err0
PREAI
errBargshady, Ghazal; Aziz, Sumair; Gkikas, Stefanos; Tsiknakis, Manolis; Goecke, Roland; Rojas, Raul Fernandez
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errSave
Early-stage Parkinson’s disease detection using multimodal brain–body biomarkers from fNIRS and IMU data
errComputers in Biology and Medicine
IF6.3
err2025-09-19
err0
PREAI
errMaryam Sousani; Raul Fernandez Rojas; Elisabeth Preston; Maryam Ghahramani
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errSave
Pain intensity estimation via multimodal fusion: Leveraging ternary textures of derivatives in EDA and PPG signals
errBiomedical Signal Processing and Control
IF4.9
err2025-08-31
err0
PREAI
errMuhammad Umar Khan; Niraj Hirachan; Calvin Joseph; Luke Murtagh; Girija Chetty; Roland Goecke; Raul Fernandez-Rojas
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errSave
A CrossMod-Transformer deep learning framework for multi-modal pain detection through EDA and ECG fusion
errScientific Reports
IF3.9
err2025-08-12
err0
errOAAI
errJaleh Farmani; Ghazal Bargshady; Stefanos Gkikas; Manolis Tsiknakis; Raul Fernandez Rojas
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errSave
A two-stage architecture for identifying and locating the source of pain using novel multi-domain binary patterns of EDA
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2025-06-01
err0
PREAI
errAziz, Sumair; Joseph, Calvin; Hirachan, Niraj; Murtagh, Luke; Chetty, Girija; Goecke, Roland; Fernandez-Rojas, Raul
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errSave
NeuroSafeDrive: An Intelligent System Using fNIRS for Driver Distraction Recognition
errSENSORS
IF3.5
err2025-05-08
err0
errOAAI
errBargshady, Ghazal; Ustun, Hakki Gokalp; Baradaran, Yasaman; Asadi, Houshyar; Deo, Ravinesh C.; Van Boxtel, Jeroen; Rojas, Raul Fernandez
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errSave
Diagnosis of Schizophrenia Using EEG Sensor Data: A Novel Approach with Automated Log Energy-Based Empirical Wavelet Reconstruction and Cepstral Features
errSENSORS
IF3.5
err2024-10-10
err4
errOAAI
errAziz, Sumair; Khan, Muhammad Umar; Iqtidar, Khushbakht; Fernandez-Rojas, Raul
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errSave
Multilevel Pain Assessment with Functional Near-Infrared Spectroscopy: Evaluating ΔHBO2 and ΔHHB Measures for Comprehensive Analysis
errSENSORS
IF3.5
err2024-01-11
err1
errOAAI
errKhan, Muhammad Umar; Sousani, Maryam; Hirachan, Niraj; Joseph, Calvin; Ghahramani, Maryam; Chetty, Girija; Goecke, Roland; Fernandez-Rojas, Raul; Haxha, Shyqyri
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Toward a Multi-Modal Brain-Body Assessment in Parkinson's Disease: A Systematic Review in fNIRS
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-10-01
err3
errOAAI
errSousani, Maryam; Rojas, Raul Fernandez; Preston, Elisabeth; Ghahramani, Maryam
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errSave
A systematic review of neurophysiological sensing for the assessment of acute pain
errNPJ DIGITAL MEDICINE
IF15.1
err2023-04-26
err15
errOAAI
errFernandez Rojas, Raul; Brown, Nicholas; Waddington, Gordon; Goecke, Roland
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errSave

Research Directions

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Co-authors
Cooperation Journals
R
Ravinesh C. Deo
H-index: 81 · Papers: 588
H
Hussein A. Abbass
H-index: 49 · Papers: 581
R
Roland Goecke
H-index: 45 · Papers: 246
G
Gordon Waddington
H-index: 45 · Papers: 429
K
Keng‐Liang Ou
H-index: 45 · Papers: 341
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