Shadi Ghiasi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 24

Top Topics

Gaussian Process

Morphological Features

Heart Rate Variability

Top Venues

Publications

Benedetta Iavarone, Maria Sole Morelli, Dominique Brunato, Shadi Ghiasi, Enzo Pasquale Scilingo, Nicola Vanello, Felice Dell'Orletta, Alberto Greco
The linguistic structure of an emotional text influences the sympathetic activity and the speech prosody of the reader. Biomed. Signal Process. Control. 89 (2024)
Shadi Ghiasi, Andrea Patane, Luca Laurenti, Claudio Gentili, Enzo Pasquale Scilingo, Alberto Greco, Marta Kwiatkowska
Physiologically-Informed Gaussian Processes for Interpretable Modelling of Psycho-Physiological States. IEEE J. Biomed. Health Informatics 27 (8) (2023)
Shadi Ghiasi, Guido Pazzi, Concettina Del Grosso, Giovanni De Magistris, Giacomo Veneri
Combining Thermodynamics-based Model of the Centrifugal Compressors and Active Machine Learning for Enhanced Industrial Design Optimization. CoRR (2023)
Ping Lu, Chenyang Wang, Jannis Hagenah, Shadi Ghiasi, VITAL Consortium, Tingting Zhu, Louise Thwaites, David A. Clifton
Improving Classification of Tetanus Severity for Patients in Low-Middle Income Countries Wearing ECG Sensors by Using a CNN-Transformer Network. IEEE Trans. Biomed. Eng. 70 (4) (2023)
Shadi Ghiasi, Tingting Zhu, Ping Lu, Jannis Hagenah, Phan Nguyen Quoc Khanh, Nguyen Van Hao, VITAL Consortium, Louise Thwaites, David A. Clifton
Sepsis Mortality Prediction Using Wearable Monitoring in Low-Middle Income Countries. Sensors 22 (10) (2022)
Ping Lu, Shadi Ghiasi, Jannis Hagenah, Ho Bich Hai, Nguyen Van Hao, Phan Nguyen Quoc Khanh, Le Dinh Van Khoa, VITAL Consortium, Louise Thwaites, David A. Clifton, Tingting Zhu
Classification of Tetanus Severity in Intensive-Care Settings for Low-Income Countries Using Wearable Sensing. Sensors 22 (17) (2022)
Shadi Ghiasi, C. Dell'Acqua, Simone Messerotti Benvenuti, Enzo Pasquale Scilingo, Claudio Gentili, Gaetano Valenza, Alberto Greco
Classifying subclinical depression using EEG spectral and connectivity measures. EMBC (2021)
Shadi Ghiasi, Alberto Greco, Luca Faes, Michal Javorka, Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza
Quantifying multidimensional control mechanisms of cardiovascular dynamics during multiple concurrent stressors. Medical Biol. Eng. Comput. 59 (4) (2021)
Shadi Ghiasi, Andrea Patanè, Alberto Greco, Luca Laurenti, Enzo Pasquale Scilingo, Marta Z. Kwiatkowska
Gaussian Processes with Physiologically-Inspired Priors for Physical Arousal Recognition. EMBC (2020)
Gianluca Rho, Alejandro Luis Callara, Sara Condino, Shadi Ghiasi, Mimma Nardelli, Marina Carbone, Vincenzo Ferrari, Alberto Greco, Enzo Pasquale Scilingo
A preliminary quantitative EEG study on Augmented Reality Guidance of Manual Tasks. MeMeA (2020)
Mimma Nardelli, Sara Condino, Shadi Ghiasi, Alejandro Luis Callara, Gianluca Rho, Marina Carbone, Vincenzo Ferrari, Enzo Pasquale Scilingo, Alberto Greco
Recognizing AR-guided manual tasks through autonomic nervous system correlates: a preliminary study. MeMeA (2020)
Shadi Ghiasi, Alberto Greco, Luca Faes, Michal Javorka, Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza
Quantification of Different Regulatory Pathways Contributing to Heartbeat Dynamics during Multiple Stimuli: a Proof of the Concept. EMBC (2019)
Shadi Ghiasi, Gaetano Valenza, Maria Sole Morelli, Matteo Bianchi, Enzo Pasquale Scilingo, Alberto Greco
The Role of Haptic Stimuli on Affective Reading: a Pilot Study. EMBC (2019)
Vincenzo Catrambone, Alberto Greco, Mimma Nardelli, Shadi Ghiasi, Nicola Vanello, Enzo Pasquale Scilingo, Gaetano Valenza
A new Modelling Framework to Study Time-Varying Directional Brain-Heart Interactions: Preliminary Evaluations and Perspectives. EMBC (2018)
Andrea Patane, Shadi Ghiasi, Enzo Pasquale Scilingo, Marta Kwiatkowska
Automated Recognition of Sleep Arousal Using Multimodal and Personalized Deep Ensembles of Neural Networks. CinC (2018)
Shadi Ghiasi, Alberto Greco, Mimma Nardelli, Vincenzo Catrambone, Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza
A New Sympathovagal Balance Index from Electrodermal Activity and Instantaneous Vagal Dynamics: A Preliminary Cold Pressor Study. EMBC (2018)
Shadi Ghiasi, Alberto Greco, Mimma Nardelli, Vincenzo Catrambone, Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza
Investigating Phasic Activity of Time-Varying High-Order Spectra: A Heartbeat Dynamics Study During Cold-Pressure Test. CinC (2018)
Shadi Ghiasi, Mostafa Abdollahpur, Nasimalsadat Madani, Ali Ghaffari
Nonlinear Analysis of Heart Sounds for the Detection of Cardiac Disorders Using Recurrence Quantification Analysis. CinC (2017)
Shahab Rezaei, Sadaf Moharreri, Shadi Ghiasi, Saman Parvaneh
Diagnosis of Sleep Apnea by Evaluating Points Distri?bution in Poincare Plot of RR Intervals. CinC (2017)
Shadi Ghiasi, Mostafa Abdollahpur, Nasimalsadat Madani, Kamran Kiyani, Ali Ghaffari
Atrial Fibrillation Detection Using Feature Based Algorithm and Deep Conventional Neural Network. CinC (2017)
Shahab Rezaei, Sadaf Moharreri, Shadi Ghiasi, Saman Parvaneh
Emotion Recognition Using Parabolic Phase Space ?Mapping for Heart Rate Variability Analysis. CinC (2017)
Mostafa Abdollahpur, Shadi Ghiasi, Mohammad Javad Mollakazemi, Ali Ghaffari
Cycle Selection and Neuro-Voting System for Classifying Heart Sound Recordings. CinC (2016)
Farhad Asadi, Mohammad Javad Mollakazemi, Shadi Ghiasi, Seyed Hossein Sadati
Enhancement of Life-threatening Arrhythmias Discrimination in the Intensive Care Unit with Morphological Features and Interval Features Extraction via Random Forest Classifier. CinC (2016)
Mohammad Javad Mollakazemi, Farhad Asadi, Shadi Ghiasi, Seyed Hossein Sadati
Applying Quality Index Criterion for Flexible Multi-Detection of Heartbeat Using Features of Multimodal Data. CinC (2016)