Ethan Grooby

18 papers Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
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
2024 — conf
Age-Based Heart Sound Segmentation for Accessible Pediatric Cardiovascular Disease Screening.
EMBC
Ethan Grooby, Yang Yi Poh, 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
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
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
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 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