Faezeh Marzbanrad

56 papers C 1Misc 1Journal 29Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Quasi-Periodic Gaussian Process Predictive Iterative Learning Control. CoRR Unnati Nigam, Radhendushka Srivastava, Faezeh Marzbanrad, Michael Burke
2025	Misc	`conf`	A Dynamical Equation Approach For Quasi-Periodic Gaussian Processes. ICASSP Unnati Nigam, Radhendushka Srivastava, Michael Burke, Faezeh Marzbanrad
2025	J	`jnl`	Automated detection of pediatric congenital heart disease from phonocardiograms using deep and handcrafted feature fusion. Comput. Biol. Medicine Abdul Jabbar, Ethan Grooby, Yang Yi Poh, Khawza I. Ahmad, Md Hassanuzzaman, Raqibul Mostafa, Ahsan H. Khandoker, Faezeh Marzbanrad
2025	J	`jnl`	Congenital Heart Disease Classification Using Phonocardiograms: A Scalable Screening Tool for Diverse Environments. CoRR Abdul Jabbar, Ethan Grooby, Jack Crozier, Alexander Gallon, Vivian Pham, Khawza I. Ahmad, Md Hassanuzzaman, Raqibul Mostafa, Ahsan H. Khandoker, Faezeh Marzbanrad
2025	J	`jnl`	Fetal Sleep: A Cross-Species Review of Physiology, Measurement, and Classification. CoRR Weitao Tang, Johann Vargas-Calixto, Nasim Katebi, Robert Galinsky, Gari D. Clifford, Faezeh Marzbanrad
2025	J	`jnl`	FetalSleepNet: A Transfer Learning Framework with Spectral Equalisation Domain Adaptation for Fetal Sleep Stage Classification. CoRR Weitao Tang, Johann Vargas-Calixto, Nasim Katebi, Nhi Tran, Sharmony B. Kelly, Gari D. Clifford, Robert Galinsky, Faezeh Marzbanrad
2025	J	`jnl`	Towards Objective Obstetric Ultrasound Assessment: Contrastive Representation Learning for Fetal Movement Detection. CoRR Talha Ilyas, Duong Nhu, Allison Thomas, Arie Levin, Lim Wei Yap, Shu Gong, David Vera Anaya, Yiwen Jiang, Deval Mehta, Ritesh Warty, Vinayak Smith, Maya Reddy, Euan Wallace, Wenlong Cheng, Zongyuan Ge, Faezeh Marzbanrad
2024	—	`conf`	Advancing Fetal Surveillance with Physiological Sensing: Detecting Hypoxia in Fetal Sheep. IEEE SENSORS Weitao Tang, Nhi Tran, Nasim Katebi, Reza Sameni, Gari D. Clifford, David Walker, Vaishnavi Horlali, Callum Taylor, Robert Galinsky, Faezeh Marzbanrad
2024	—	`conf`	Age-Based Heart Sound Segmentation for Accessible Pediatric Cardiovascular Disease Screening. EMBC Ethan Grooby, Yang Yi Poh, Faezeh Marzbanrad
2024	J	`jnl`	Recent advances in scene image representation and classification. Multim. Tools Appl. Chiranjibi Sitaula, Tej Bahadur Shahi, Faezeh Marzbanrad, Jagannath Aryal
2023	—	`conf`	Brain-Heart Interactions Modulate EEG Activity During Elicited Emotional States. CinC Feryal A. Alskafi, Ahsan H. Khandoker, Faezeh Marzbanrad, Herbert F. Jelinek
2023	J	`jnl`	Challenges of Driver Drowsiness Prediction: The Remaining Steps to Implementation. IEEE Trans. Intell. Veh. Emma Perkins, Chiranjibi Sitaula, Michael Burke, Faezeh Marzbanrad
2023	—	`conf`	Detecting Patent Ductus Arteriosus in Neonatal Phonocardiograms. CinC Mohammad Ali Zamani, Ethan Grooby, James Lacey, Atul Malhotra, Faezeh Marzbanrad
2023	—	`conf`	EEG-based Emotion Recognition Using Sub-Band Time-Delay Correlations. EMBC Feryal A. Alskafi, Ahsan H. Khandoker, Faezeh Marzbanrad, Herbert F. Jelinek
2023	J	`jnl`	Ensemble Approach on Deep and Handcrafted Features for Neonatal Bowel Sound Detection. IEEE J. Biomed. Health Informatics Lachlan Burne, Chiranjibi Sitaula, Archana Priyadarshi, Mark B. Tracy, Omid Kavehei, Murray Hinder, Anusha Withana, Alistair Lee McEwan, Faezeh Marzbanrad
2023	—	`conf`	Neonatal Face and Facial Landmark Detection from Video Recordings. EMBC Ethan Grooby, Chiranjibi Sitaula, Soodeh Ahani, Liisa Holsti, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
2023	J	`jnl`	Neonatal Face and Facial Landmark Detection from Video Recordings. CoRR Ethan Grooby, Chiranjibi Sitaula, Soodeh Ahani, Liisa Holsti, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
2023	J	`jnl`	Noisy Neonatal Chest Sound Separation for High-Quality Heart and Lung Sounds. IEEE J. Biomed. Health Informatics Ethan Grooby, Chiranjibi Sitaula, Davood Fattahi, Reza Sameni, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
2023	J	`jnl`	Real-time Neonatal Chest Sound Separation using Deep Learning. CoRR Yang Yi Poh, Ethan Grooby, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Mehrtash Harandi, Faezeh Marzbanrad
2022	J	`jnl`	A Blind Filtering Framework for Noisy Neonatal Chest Sounds. IEEE Access Davood Fattahi, Reza Sameni, Ethan Grooby, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Faezeh Marzbanrad
2022	—	`conf`	A Fusion of Handcrafted Feature-Based and Deep Learning Classifiers for Heart Murmur Detection. CinC Zaria Imran, Ethan Grooby, Vinayaka Vivekananda Malgi, Chiranjibi Sitaula, Sunil Aryal, Faezeh Marzbanrad
2022	J	`jnl`	Automated Detection of Major Depressive Disorder With EEG Signals: A Time Series Classification Using Deep Learning. IEEE Access Alireza Rafiei, Rasoul Zahedifar, Chiranjibi Sitaula, Faezeh Marzbanrad
2022	J	`jnl`	Neonatal Bowel Sound Detection Using Convolutional Neural Network and Laplace Hidden Semi-Markov Model. IEEE ACM Trans. Audio Speech Lang. Process. Chiranjibi Sitaula, Jinyuan He, Archana Priyadarshi, Mark B. Tracy, Omid Kavehei, Murray Hinder, Anusha Withana, Alistair Lee McEwan, Faezeh Marzbanrad
2022	J	`jnl`	Noisy Neonatal Chest Sound Separation for High-Quality Heart and Lung Sounds. CoRR Ethan Grooby, Chiranjibi Sitaula, Davood Fattahi, Reza Sameni, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
2022	—	`conf`	Prediction of Neonatal Respiratory Distress in Term Babies at Birth from Digital Stethoscope Recorded Chest Sounds. EMBC Ethan Grooby, Chiranjibi Sitaula, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
2022	J	`jnl`	Prediction of Neonatal Respiratory Distress in Term Babies at Birth from Digital Stethoscope Recorded Chest Sounds. CoRR Ethan Grooby, Chiranjibi Sitaula, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
2022	J	`jnl`	Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth Applications. IEEE Access Ethan Grooby, Chiranjibi Sitaula, Davood Fattahi, Reza Sameni, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
2022	J	`jnl`	Recent Advances in Scene Image Representation and Classification. CoRR Chiranjibi Sitaula, Tej Bahadur Shahi, Faezeh Marzbanrad
2021	J	`jnl`	A New Framework to Estimate Breathing Rate From Electrocardiogram, Photoplethysmogram, and Blood Pressure Signals. IEEE Access Ali Adami, Reza Boostani, Faezeh Marzbanrad, Peter H. Charlton
2021	—	`conf`	A New Non-Negative Matrix Co-Factorisation Approach for Noisy Neonatal Chest Sound Separation. EMBC Ethan Grooby, Jinyuan He, Davood Fattahi, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
2021	J	`jnl`	A New Non-Negative Matrix Co-Factorisation Approach for Noisy Neonatal Chest Sound Separation. CoRR Ethan Grooby, Jinyuan He, Davood Fattahi, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
2021	J	`jnl`	Neonatal Bowel Sound Detection Using Convolutional Neural Network and Laplace Hidden Semi-Markov Model. CoRR Chiranjibi Sitaula, Jinyuan He, Archana Priyadarshi, Mark B. Tracy, Omid Kavehei, Murray Hinder, Anusha Withana, Alistair Lee McEwan, Faezeh Marzbanrad
2021	J	`jnl`	Neonatal Heart and Lung Sound Quality Assessment for Robust Heart and Breathing Rate Estimation for Telehealth Applications. IEEE J. Biomed. Health Informatics Ethan Grooby, Jinyuan He, Julie Kiewsky, Davood Fattahi, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
2021	J	`jnl`	Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth Applications. CoRR Ethan Grooby, Chiranjibi Sitaula, Davood Fattahi, Reza Sameni, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
2020	J	`jnl`	A Proxy for Detecting IUGR Based on Gestational Age Estimation in a Guatemalan Rural Population. Frontiers Artif. Intell. Camilo E. Valderrama, Faezeh Marzbanrad, Rachel Hall-Clifford, Peter Rohloff, Gari D. Clifford
2018	C	`conf`	Improving the Quality of Point of Care Diagnostics with Real-Time Machine Learning in Low Literacy LMIC Settings. COMPASS Camilo E. Valderrama, Faezeh Marzbanrad, Lisa Stroux, Boris Martinez, Rachel Hall-Clifford, Chengyu Liu, Nasim Katebi, Peter Rohloff, Gari D. Clifford
2017	—	`conf`	Analyzing Fetal and Maternal Cardiorespiratory Interactions During Labor. CinC Faezeh Marzbanrad, Gari D. Clifford
2017	—	`conf`	Atrial Fibrillation Analysis for Real Time Patient Monitoring. CinC Ragheed Allami, Andrew Stranieri, Faezeh Marzbanrad, Venki Balasubramanian, Herbert F. Jelinek
2017	—	`conf`	Combining Template-based and Feature-based Classification to Detect Atrial Fibrillation from a Short Single Lead ECG Recording. CinC Matthieu Da Silva-Filarder, Faezeh Marzbanrad
2017	—	`conf`	Investigating fetal myocardial function in heart anomalies by Doppler myocardial performance indices. EMBC Ahsan H. Khandoker, Haitham M. Al-Angari, Faezeh Marzbanrad, Yoshitaka Kimura
2017	—	`conf`	Spatial Characterization of Hypertension Clusters using a Rural Australian Clinical Database. CinC Rachel Whitsed, Ana Horta, Faezeh Marzbanrad, Herbert F. Jelinek
2016	J	`jnl`	Analysis of maternal-fetal heart rate coupling directions with partial directed coherence. Biomed. Signal Process. Control. Ahsan H. Khandoker, Faezeh Marzbanrad, Andreas Voss, Steffen Schulz, Yoshitaka Kimura, Miyuki Endo, Marimuthu Palaniswami
2016	—	`conf`	Assessing the development of fetal myocardial function by a novel Doppler myocardial performance index. EMBC Ahsan H. Khandoker, Faezeh Marzbanrad, Yoshitaka Kimura, Saeed Al Nuaimi, Marimuthu Palaniswami
2016	—	`conf`	Estimating Fetal Gestational Age Using Cardiac Valve Intervals. CinC Faezeh Marzbanrad, Ahsan H. Khandoker, Yoshitaka Kimura, Marimuthu Palaniswami, Gari D. Clifford
2016	J	`jnl`	Methodological Comparisons of Heart Rate Variability Analysis in Patients With Type 2 Diabetes and Angiotensin Converting Enzyme Polymorphism. IEEE J. Biomed. Health Informatics Faezeh Marzbanrad, Ahsan H. Khandoker, Brett D. Hambly, Ethan Ng, Michael Tamayo, Yaxin Lu, Slade Matthews, Chandan K. Karmakar, Marimuthu Palaniswami, Herbert F. Jelinek, Craig McLachlan
2016	J	`jnl`	Model-Based Estimation of Aortic and Mitral Valves Opening and Closing Timings in Developing Human Fetuses. IEEE J. Biomed. Health Informatics Faezeh Marzbanrad, Yoshitaka Kimura, Kiyoe Funamoto, Sayaka Oshio, Miyuki Endo, Naoaki Sato, Marimuthu Palaniswami, Ahsan H. Khandoker
2015	—	`conf`	Classification of Doppler Ultrasound Signal Quality for the Application of Fetal Valve Motion Identification. CinC Faezeh Marzbanrad, Yoshitaka Kimura, Miyuki Endo, Marimuthu Palaniswami, Ahsan H. Khandoker
2015	—	`conf`	Transfer entropy analysis of maternal and fetal heart rate coupling. EMBC Faezeh Marzbanrad, Yoshitaka Kimura, Miyuki Endo, Marimuthu Palaniswami, Ahsan H. Khandoker
2014	—	`conf`	A multi-dimensional Hidden Markov Model approach to automated identification of fetal cardiac valve motion. EMBC Faezeh Marzbanrad, Ahsan H. Khandoker, Miyuki Endo, Yoshitaka Kimura, Marimuthu Palaniswami
2014	J	`jnl`	Automated Estimation of Fetal Cardiac Timing Events From Doppler Ultrasound Signal Using Hybrid Models. IEEE J. Biomed. Health Informatics Faezeh Marzbanrad, Yoshitaka Kimura, Kiyoe Funamoto, Rika Sugibayashi, Miyuki Endo, Takuya Ito, Marimuthu Palaniswami, Ahsan H. Khandoker
2014	—	`conf`	Automated Measurement of Fetal Isovolumic Contraction Time from Doppler Ultrasound Signal without using Fetal Electrocardiography. CinC Faezeh Marzbanrad, Yoshitaka Kimura, Miyuki Endo, Marimuthu Palaniswami, Ahsan H. Khandoker
2014	—	`conf`	Relationship between Heart Rate Variability and angiotensinogen gene polymorphism in diabetic and control individuals. EMBC Faezeh Marzbanrad, Brett D. Hambly, Ethan Ng, Mikhail Tamayo, Slade Matthews, Chandan K. Karmakar, Ahsan H. Khandoker, Marimuthu Palaniswami, Herbert F. Jelinek
2013	—	`conf`	Automated Identification of fetal cardiac valve timings. EMBC Faezeh Marzbanrad, Ahsan H. Khandoker, Kiyoe Funamoto, Rika Sugibayashi, Miyuki Endo, Clarissa Velayo, Yoshitaka Kimura, Marimuthu Palaniswami
2013	—	`conf`	Development of Fetal Cardiac Intervals Throughout 16 to 41 Weeks of Gestation. CinC Faezeh Marzbanrad, Yoshitaka Kimura, Kiyoe Funamoto, Rika Sugibayashi, Miyuki Endo, Takuya Ito, Marimuthu Palaniswami, Ahsan Khandoker
2013	—	`conf`	Investigating the beat by beat phase synchronization between maternal and fetal heart rates. EMBC Qianqian Wang, Ahsan H. Khandoker, Faezeh Marzbanrad, Kiyoe Funamoto, Rika Sugibayashi, Miyuki Endo, Yoshitaka Kimura, Marimuthu Palaniswami
2013	—	`conf`	The Effect of Automated Preprocessing of RR Interval Tachogram on Discrimination Capability of Heart Rate Variability Parameters. CinC Faezeh Marzbanrad, Herbert F. Jelinek, Ethan Ng, Mikhail Tamayo, Brett D. Hambly, Craig McLachlan, Slade Matthews, Marimuthu Palaniswami, Ahsan Khandoker