Shadi Ghiasi

According to our database, Shadi Ghiasi authored at least 23 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Physiologically-Informed Gaussian Processes for Interpretable Modelling of Psycho-Physiological States.

Shadi Ghiasi, Andrea Patane, Luca Laurenti, Claudio Gentili, Enzo Pasquale Scilingo, Alberto Greco, Marta Kwiatkowska

IEEE J. Biomed. Health Informatics, August, 2023

Improving Classification of Tetanus Severity for Patients in Low-Middle Income Countries Wearing ECG Sensors by Using a CNN-Transformer Network.

Ping Lu, Chenyang Wang, Jannis Hagenah, Shadi Ghiasi, VITAL Consortium, Tingting Zhu, Louise Thwaites, David A. Clifton

IEEE Trans. Biomed. Eng., April, 2023

Combining Thermodynamics-based Model of the Centrifugal Compressors and Active Machine Learning for Enhanced Industrial Design Optimization.

Shadi Ghiasi, Guido Pazzi, Concettina Del Grosso, Giovanni De Magistris, Giacomo Veneri

CoRR, 2023

2022

Classification of Tetanus Severity in Intensive-Care Settings for Low-Income Countries Using Wearable Sensing.

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

Sensors, 2022

Sepsis Mortality Prediction Using Wearable Monitoring in Low-Middle Income Countries.

Shadi Ghiasi, Tingting Zhu, Ping Lu, Jannis Hagenah, Phan Nguyen Quoc Khanh, Nguyen Van Hao, VITAL Consortium, Louise Thwaites, David A. Clifton

Sensors, 2022

2021

Quantifying multidimensional control mechanisms of cardiovascular dynamics during multiple concurrent stressors.

Shadi Ghiasi, Alberto Greco, Luca Faes, Michal Javorka, Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza

Medical Biol. Eng. Comput., 2021

Classifying subclinical depression using EEG spectral and connectivity measures.

Shadi Ghiasi, Carola Dell'Acqua, Simone Messerotti Benvenuti, Enzo Pasquale Scilingo, Claudio Gentili, Gaetano Valenza, Alberto Greco

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

A preliminary quantitative EEG study on Augmented Reality Guidance of Manual Tasks.

Gianluca Rho, Alejandro Luis Callara, Sara Condino, Shadi Ghiasi, Mimma Nardelli, Marina Carbone, Vincenzo Ferrari, Alberto Greco, Enzo Pasquale Scilingo

Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

Recognizing AR-guided manual tasks through autonomic nervous system correlates: a preliminary study.

Mimma Nardelli, Sara Condino, Shadi Ghiasi, Alejandro Luis Callara, Gianluca Rho, Marina Carbone, Vincenzo Ferrari, Enzo Pasquale Scilingo, Alberto Greco

Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

Gaussian Processes with Physiologically-Inspired Priors for Physical Arousal Recognition.

Shadi Ghiasi, Andrea Patanè, Alberto Greco, Luca Laurenti, Enzo Pasquale Scilingo, Marta Z. Kwiatkowska

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

The Role of Haptic Stimuli on Affective Reading: a Pilot Study.

Shadi Ghiasi, Gaetano Valenza, Maria Sole Morelli, Matteo Bianchi, Enzo Pasquale Scilingo, Alberto Greco

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Quantification of Different Regulatory Pathways Contributing to Heartbeat Dynamics during Multiple Stimuli: a Proof of the Concept.

Shadi Ghiasi, Alberto Greco, Luca Faes, Michal Javorka, Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

A New Sympathovagal Balance Index from Electrodermal Activity and Instantaneous Vagal Dynamics: A Preliminary Cold Pressor Study.

Shadi Ghiasi, Alberto Greco, Mimma Nardelli, Vincenzo Catrambone, Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A new Modelling Framework to Study Time-Varying Directional Brain-Heart Interactions: Preliminary Evaluations and Perspectives.

Vincenzo Catrambone, Alberto Greco, Mimma Nardelli, Shadi Ghiasi, Nicola Vanello, Enzo Pasquale Scilingo, Gaetano Valenza

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Automated Recognition of Sleep Arousal Using Multimodal and Personalized Deep Ensembles of Neural Networks.

Andrea Patane, Shadi Ghiasi, Enzo Pasquale Scilingo, Marta Kwiatkowska

Proceedings of the Computing in Cardiology, 2018

Investigating Phasic Activity of Time-Varying High-Order Spectra: A Heartbeat Dynamics Study During Cold-Pressure Test.

Shadi Ghiasi, Alberto Greco, Mimma Nardelli, Vincenzo Catrambone, Riccardo Barbieri, Enzo Pasquale Scilingo, Gaetano Valenza

Proceedings of the Computing in Cardiology, 2018

2017

Emotion Recognition Using Parabolic Phase Space ?Mapping for Heart Rate Variability Analysis.

Shahab Rezaei, Sadaf Moharreri, Shadi Ghiasi, Saman Parvaneh

Proceedings of the Computing in Cardiology, 2017

Diagnosis of Sleep Apnea by Evaluating Points Distri?bution in Poincare Plot of RR Intervals.

Shahab Rezaei, Sadaf Moharreri, Shadi Ghiasi, Saman Parvaneh

Proceedings of the Computing in Cardiology, 2017

Nonlinear Analysis of Heart Sounds for the Detection of Cardiac Disorders Using Recurrence Quantification Analysis.

Shadi Ghiasi, Mostafa Abdollahpur, Nasimalsadat Madani, Ali Ghaffari

Proceedings of the Computing in Cardiology, 2017

Atrial Fibrillation Detection Using Feature Based Algorithm and Deep Conventional Neural Network.

Shadi Ghiasi, Mostafa Abdollahpur, Nasimalsadat Madani, Kamran Kiyani, Ali Ghaffari

Proceedings of the Computing in Cardiology, 2017

2016

Applying Quality Index Criterion for Flexible Multi-Detection of Heartbeat Using Features of Multimodal Data.

Mohammad Javad Mollakazemi, Farhad Asadi, Shadi Ghiasi, Seyed Hossein Sadati

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Enhancement of Life-threatening Arrhythmias Discrimination in the Intensive Care Unit with Morphological Features and Interval Features Extraction via Random Forest Classifier.

Farhad Asadi, Mohammad Javad Mollakazemi, Shadi Ghiasi, Seyed Hossein Sadati

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Cycle Selection and Neuro-Voting System for Classifying Heart Sound Recordings.

Mostafa Abdollahpur, Shadi Ghiasi, Mohammad Javad Mollakazemi, Ali Ghaffari

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016