Faezeh Marzbanrad

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 37

Top Topics

Atrial Fibrillation

Video Recordings

Landmark Detection

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Chiranjibi Sitaula, Tej Bahadur Shahi, Faezeh Marzbanrad, Jagannath Aryal
Recent advances in scene image representation and classification. Multim. Tools Appl. 83 (3) (2024)
Yang Yi Poh, Ethan Grooby, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Mehrtash Harandi, Faezeh Marzbanrad
Real-time Neonatal Chest Sound Separation using Deep Learning. CoRR (2023)
Feryal A. Alskafi, Ahsan H. Khandoker, Faezeh Marzbanrad, Herbert F. Jelinek
Brain-Heart Interactions Modulate EEG Activity During Elicited Emotional States. CinC (2023)
Ethan Grooby, Chiranjibi Sitaula, Soodeh Ahani, Liisa Holsti, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
Neonatal Face and Facial Landmark Detection from Video Recordings. EMBC (2023)
Mohammad Ali Zamani, Ethan Grooby, James Lacey, Atul Malhotra, Faezeh Marzbanrad
Detecting Patent Ductus Arteriosus in Neonatal Phonocardiograms. CinC (2023)
Ethan Grooby, Chiranjibi Sitaula, Soodeh Ahani, Liisa Holsti, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
Neonatal Face and Facial Landmark Detection from Video Recordings. CoRR (2023)
Emma Perkins, Chiranjibi Sitaula, Michael Burke, Faezeh Marzbanrad
Challenges of Driver Drowsiness Prediction: The Remaining Steps to Implementation. IEEE Trans. Intell. Veh. 8 (2) (2023)
Lachlan Burne, Chiranjibi Sitaula, Archana Priyadarshi, Mark B. Tracy, Omid Kavehei, Murray Hinder, Anusha Withana, Alistair Lee McEwan, Faezeh Marzbanrad
Ensemble Approach on Deep and Handcrafted Features for Neonatal Bowel Sound Detection. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Ethan Grooby, Chiranjibi Sitaula, Davood Fattahi, Reza Sameni, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
Noisy Neonatal Chest Sound Separation for High-Quality Heart and Lung Sounds. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Feryal A. Alskafi, Ahsan H. Khandoker, Faezeh Marzbanrad, Herbert F. Jelinek
EEG-based Emotion Recognition Using Sub-Band Time-Delay Correlations. EMBC (2023)
Davood Fattahi, Reza Sameni, Ethan Grooby, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Faezeh Marzbanrad
A Blind Filtering Framework for Noisy Neonatal Chest Sounds. IEEE Access 10 (2022)
Zaria Imran, Ethan Grooby, Vinayaka Vivekananda Malgi, Chiranjibi Sitaula, Sunil Aryal, Faezeh Marzbanrad
A Fusion of Handcrafted Feature-Based and Deep Learning Classifiers for Heart Murmur Detection. CinC (2022)
Ethan Grooby, Chiranjibi Sitaula, Davood Fattahi, Reza Sameni, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
Noisy Neonatal Chest Sound Separation for High-Quality Heart and Lung Sounds. CoRR (2022)
Ethan Grooby, Chiranjibi Sitaula, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
Prediction of Neonatal Respiratory Distress in Term Babies at Birth from Digital Stethoscope Recorded Chest Sounds. EMBC (2022)
Alireza Rafiei, Rasoul Zahedifar, Chiranjibi Sitaula, Faezeh Marzbanrad
Automated Detection of Major Depressive Disorder With EEG Signals: A Time Series Classification Using Deep Learning. IEEE Access 10 (2022)
Ethan Grooby, Chiranjibi Sitaula, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
Prediction of Neonatal Respiratory Distress in Term Babies at Birth from Digital Stethoscope Recorded Chest Sounds. CoRR (2022)
Chiranjibi Sitaula, Tej Bahadur Shahi, Faezeh Marzbanrad
Recent Advances in Scene Image Representation and Classification. CoRR (2022)
Chiranjibi Sitaula, Jinyuan He, Archana Priyadarshi, Mark B. Tracy, Omid Kavehei, Murray Hinder, Anusha Withana, Alistair Lee McEwan, Faezeh Marzbanrad
Neonatal Bowel Sound Detection Using Convolutional Neural Network and Laplace Hidden Semi-Markov Model. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Ethan Grooby, Chiranjibi Sitaula, Davood Fattahi, Reza Sameni, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth Applications. IEEE Access 10 (2022)
Ethan Grooby, Chiranjibi Sitaula, Davood Fattahi, Reza Sameni, Kenneth Tan, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
Real-Time Multi-Level Neonatal Heart and Lung Sound Quality Assessment for Telehealth Applications. CoRR (2021)
Ethan Grooby, Jinyuan He, Julie Kiewsky, Davood Fattahi, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
Neonatal Heart and Lung Sound Quality Assessment for Robust Heart and Breathing Rate Estimation for Telehealth Applications. IEEE J. Biomed. Health Informatics 25 (12) (2021)
Ali Adami, Reza Boostani, Faezeh Marzbanrad, Peter H. Charlton
A New Framework to Estimate Breathing Rate From Electrocardiogram, Photoplethysmogram, and Blood Pressure Signals. IEEE Access 9 (2021)
Ethan Grooby, Jinyuan He, Davood Fattahi, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
A New Non-Negative Matrix Co-Factorisation Approach for Noisy Neonatal Chest Sound Separation. CoRR (2021)
Ethan Grooby, Jinyuan He, Davood Fattahi, Lindsay Zhou, Arrabella King, Ashwin Ramanathan, Atul Malhotra, Guy Albert Dumont, Faezeh Marzbanrad
A New Non-Negative Matrix Co-Factorisation Approach for Noisy Neonatal Chest Sound Separation. EMBC (2021)
Chiranjibi Sitaula, Jinyuan He, Archana Priyadarshi, Mark B. Tracy, Omid Kavehei, Murray Hinder, Anusha Withana, Alistair Lee McEwan, Faezeh Marzbanrad
Neonatal Bowel Sound Detection Using Convolutional Neural Network and Laplace Hidden Semi-Markov Model. CoRR (2021)
Camilo E. Valderrama, Faezeh Marzbanrad, Rachel Hall-Clifford, Peter Rohloff, Gari D. Clifford
A Proxy for Detecting IUGR Based on Gestational Age Estimation in a Guatemalan Rural Population. Frontiers Artif. Intell. 3 (2020)
Camilo E. Valderrama, Faezeh Marzbanrad, Lisa Stroux, Boris Martinez, Rachel Hall-Clifford, Chengyu Liu, Nasim Katebi, Peter Rohloff, Gari D. Clifford
Improving the Quality of Point of Care Diagnostics with Real-Time Machine Learning in Low Literacy LMIC Settings. COMPASS (2018)
Ragheed Allami, Andrew Stranieri, Faezeh Marzbanrad, Venki Balasubramanian, Herbert F. Jelinek
Atrial Fibrillation Analysis for Real Time Patient Monitoring. CinC (2017)
Rachel Whitsed, Ana Horta, Faezeh Marzbanrad, Herbert F. Jelinek
Spatial Characterization of Hypertension Clusters using a Rural Australian Clinical Database. CinC (2017)
Matthieu Da Silva-Filarder, Faezeh Marzbanrad
Combining Template-based and Feature-based Classification to Detect Atrial Fibrillation from a Short Single Lead ECG Recording. CinC (2017)
Faezeh Marzbanrad, Gari D. Clifford
Analyzing Fetal and Maternal Cardiorespiratory Interactions During Labor. CinC (2017)
Ahsan H. Khandoker, Haitham M. Al-Angari, Faezeh Marzbanrad, Yoshitaka Kimura
Investigating fetal myocardial function in heart anomalies by Doppler myocardial performance indices. EMBC (2017)
Faezeh Marzbanrad, Ahsan H. Khandoker, Yoshitaka Kimura, Marimuthu Palaniswami, Gari D. Clifford
Estimating Fetal Gestational Age Using Cardiac Valve Intervals. CinC (2016)
Faezeh Marzbanrad, Yoshitaka Kimura, Kiyoe Funamoto, Sayaka Oshio, Miyuki Endo, Naoaki Sato, Marimuthu Palaniswami, Ahsan H. Khandoker
Model-Based Estimation of Aortic and Mitral Valves Opening and Closing Timings in Developing Human Fetuses. IEEE J. Biomed. Health Informatics 20 (1) (2016)
Ahsan H. Khandoker, Faezeh Marzbanrad, Yoshitaka Kimura, Saeed Al Nuaimi, Marimuthu Palaniswami
Assessing the development of fetal myocardial function by a novel Doppler myocardial performance index. EMBC (2016)
Ahsan H. Khandoker, Faezeh Marzbanrad, Andreas Voss, Steffen Schulz, Yoshitaka Kimura, Miyuki Endo, Marimuthu Palaniswami
Analysis of maternal-fetal heart rate coupling directions with partial directed coherence. Biomed. Signal Process. Control. 30 (2016)
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
Methodological Comparisons of Heart Rate Variability Analysis in Patients With Type 2 Diabetes and Angiotensin Converting Enzyme Polymorphism. IEEE J. Biomed. Health Informatics 20 (1) (2016)
Faezeh Marzbanrad, Yoshitaka Kimura, Miyuki Endo, Marimuthu Palaniswami, Ahsan H. Khandoker
Classification of Doppler Ultrasound Signal Quality for the Application of Fetal Valve Motion Identification. CinC (2015)
Faezeh Marzbanrad, Yoshitaka Kimura, Miyuki Endo, Marimuthu Palaniswami, Ahsan H. Khandoker
Transfer entropy analysis of maternal and fetal heart rate coupling. EMBC (2015)
Faezeh Marzbanrad, Yoshitaka Kimura, Miyuki Endo, Marimuthu Palaniswami, Ahsan H. Khandoker
Automated Measurement of Fetal Isovolumic Contraction Time from Doppler Ultrasound Signal without using Fetal Electrocardiography. CinC (2014)
Faezeh Marzbanrad, Brett D. Hambly, Ethan Ng, Mikhail Tamayo, Slade Matthews, Chandan K. Karmakar, Ahsan H. Khandoker, Marimuthu Palaniswami, Herbert F. Jelinek
Relationship between Heart Rate Variability and angiotensinogen gene polymorphism in diabetic and control individuals. EMBC (2014)
Faezeh Marzbanrad, Ahsan H. Khandoker, Miyuki Endo, Yoshitaka Kimura, Marimuthu Palaniswami
A multi-dimensional Hidden Markov Model approach to automated identification of fetal cardiac valve motion. EMBC (2014)
Faezeh Marzbanrad, Yoshitaka Kimura, Kiyoe Funamoto, Rika Sugibayashi, Miyuki Endo, Takuya Ito, Marimuthu Palaniswami, Ahsan H. Khandoker
Automated Estimation of Fetal Cardiac Timing Events From Doppler Ultrasound Signal Using Hybrid Models. IEEE J. Biomed. Health Informatics 18 (4) (2014)
Faezeh Marzbanrad, Herbert F. Jelinek, Ethan Ng, Mikhail Tamayo, Brett D. Hambly, Craig McLachlan, Slade Matthews, Marimuthu Palaniswami, Ahsan Khandoker
The Effect of Automated Preprocessing of RR Interval Tachogram on Discrimination Capability of Heart Rate Variability Parameters. CinC (2013)
Faezeh Marzbanrad, Ahsan H. Khandoker, Kiyoe Funamoto, Rika Sugibayashi, Miyuki Endo, Clarissa Velayo, Yoshitaka Kimura, Marimuthu Palaniswami
Automated Identification of fetal cardiac valve timings. EMBC (2013)
Faezeh Marzbanrad, Yoshitaka Kimura, Kiyoe Funamoto, Rika Sugibayashi, Miyuki Endo, Takuya Ito, Marimuthu Palaniswami, Ahsan Khandoker
Development of Fetal Cardiac Intervals Throughout 16 to 41 Weeks of Gestation. CinC (2013)
Qianqian Wang, Ahsan H. Khandoker, Faezeh Marzbanrad, Kiyoe Funamoto, Rika Sugibayashi, Miyuki Endo, Yoshitaka Kimura, Marimuthu Palaniswami
Investigating the beat by beat phase synchronization between maternal and fetal heart rates. EMBC (2013)