Cycle Selection and Neuro-Voting System for Classifying Heart Sound Recordings. - Mostafa Abdollahpur; Shadi Ghiasi; Mohammad Javad Mollakazemi; Ali Ghaffari (CinC, 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 (CinC, 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 (CinC, 2016)

Atrial Fibrillation Detection Using Feature Based Algorithm and Deep Conventional Neural Network. - Shadi Ghiasi; Mostafa Abdollahpur; Nasimalsadat Madani; Kamran Kiyani; Ali Ghaffari (CinC, 2017)

Nonlinear Analysis of Heart Sounds for the Detection of Cardiac Disorders Using Recurrence Quantification Analysis. - Shadi Ghiasi; Mostafa Abdollahpur; Nasimalsadat Madani; Ali Ghaffari (CinC, 2017)

Diagnosis of Sleep Apnea by Evaluating Points Distri?bution in Poincare Plot of RR Intervals. - Shahab Rezaei; Sadaf Moharreri; Shadi Ghiasi; Saman Parvaneh (CinC, 2017)

Emotion Recognition Using Parabolic Phase Space ?Mapping for Heart Rate Variability Analysis. - Shahab Rezaei; Sadaf Moharreri; Shadi Ghiasi; Saman Parvaneh (CinC, 2017)

Investigating Phasic Activity of Time-Varying High-Order Spectra: A Heartbeat Dynamics Study During Cold-Pressure Test. - Shadi Ghiasi; Alberto Greco 001; Mimma Nardelli; Vincenzo Catrambone; Riccardo Barbieri; Enzo Pasquale Scilingo; Gaetano Valenza (CinC, 2018)

Automated Recognition of Sleep Arousal Using Multimodal and Personalized Deep Ensembles of Neural Networks. - Andrea Patane; Shadi Ghiasi; Enzo Pasquale Scilingo; Marta Kwiatkowska (CinC, 2018)

A new Modelling Framework to Study Time-Varying Directional Brain-Heart Interactions: Preliminary Evaluations and Perspectives. - Vincenzo Catrambone; Alberto Greco 001; Mimma Nardelli; Shadi Ghiasi; Nicola Vanello; Enzo Pasquale Scilingo; Gaetano Valenza (EMBC, 2018)

A New Sympathovagal Balance Index from Electrodermal Activity and Instantaneous Vagal Dynamics: A Preliminary Cold Pressor Study. - Shadi Ghiasi; Alberto Greco 001; Mimma Nardelli; Vincenzo Catrambone; Riccardo Barbieri; Enzo Pasquale Scilingo; Gaetano Valenza (EMBC, 2018)

Quantification of Different Regulatory Pathways Contributing to Heartbeat Dynamics during Multiple Stimuli: a Proof of the Concept. - Shadi Ghiasi; Alberto Greco 001; Luca Faes; Michal Javorka; Riccardo Barbieri; Enzo Pasquale Scilingo; Gaetano Valenza (EMBC, 2019)

The Role of Haptic Stimuli on Affective Reading: a Pilot Study. - Shadi Ghiasi; Gaetano Valenza; Maria Sole Morelli; Matteo Bianchi 002; Enzo Pasquale Scilingo; Alberto Greco 001 (EMBC, 2019)

Gaussian Processes with Physiologically-Inspired Priors for Physical Arousal Recognition. - Shadi Ghiasi; Andrea Patanè; Alberto Greco 001; Luca Laurenti; Enzo Pasquale Scilingo; Marta Z. Kwiatkowska (EMBC, 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 001 (MeMeA, 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 001; Enzo Pasquale Scilingo (MeMeA, 2020)

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 001 (EMBC, 2021)

Quantifying multidimensional control mechanisms of cardiovascular dynamics during multiple concurrent stressors. - Shadi Ghiasi; Alberto Greco 001; Luca Faes; Michal Javorka; Riccardo Barbieri; Enzo Pasquale Scilingo; Gaetano Valenza (Medical Biol. Eng. Comput., 2021)

Sepsis Mortality Prediction Using Wearable Monitoring in Low-Middle Income Countries. - Shadi Ghiasi; Tingting Zhu 001; Ping Lu 003; Jannis Hagenah; Phan Nguyen Quoc Khanh; Nguyen Van Hao; VITAL Consortium; Louise Thwaites; David A. Clifton (Sensors, 2022)

Classification of Tetanus Severity in Intensive-Care Settings for Low-Income Countries Using Wearable Sensing. - Ping Lu 003; 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 001 (Sensors, 2022)

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)

Improving Classification of Tetanus Severity for Patients in Low-Middle Income Countries Wearing ECG Sensors by Using a CNN-Transformer Network. - Ping Lu 003; Chenyang Wang; Jannis Hagenah; Shadi Ghiasi; VITAL Consortium; Tingting Zhu 001; Louise Thwaites; David A. Clifton (IEEE Trans. Biomed. Eng., 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 001; Marta Kwiatkowska (IEEE J. Biomed. Health Informatics, 2023)

The linguistic structure of an emotional text influences the sympathetic activity and the speech prosody of the reader. - Benedetta Iavarone; Maria Sole Morelli; Dominique Brunato; Shadi Ghiasi; Enzo Pasquale Scilingo; Nicola Vanello; Felice Dell'Orletta; Alberto Greco 001 (Biomed. Signal Process. Control., 2024)