James L. Coyle

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 18

Top Topics

Recurrent Neural Networks

Top Venues

IEEE J. Biomed. Health Informatics

Artif. Intell. Medicine

Biomed. Signal Process. Control.

Publications

Ayman Anwar, Yassin Khalifa, Erin Lucatorto, James L. Coyle, Ervin Sejdic
Towards a comprehensive bedside swallow screening protocol using cross-domain transformation and high-resolution cervical auscultation. Artif. Intell. Medicine 154 (2024)
Wuqi Li, Shitong Mao, Amanda S. Mahoney, Sandra Petkovic, James L. Coyle, Ervin Sejdic
Deep learning models for bolus segmentation in videofluoroscopic swallow studies. J. Real Time Image Process. 21 (1) (2024)
Yassin Khalifa, Cara Donohue, James L. Coyle, Ervin Sejdic
Autonomous Swallow Segment Extraction Using Deep Learning in Neck-Sensor Vibratory Signals From Patients With Dysphagia. IEEE J. Biomed. Health Informatics 27 (2) (2023)
Kechen Shu, Shitong Mao, James L. Coyle, Ervin Sejdic
Improving Non-Invasive Aspiration Detection With Auxiliary Classifier Wasserstein Generative Adversarial Networks. IEEE J. Biomed. Health Informatics 26 (3) (2022)
Yassin Khalifa, Cara Donohue, James L. Coyle, Ervin Sejdic
Upper Esophageal Sphincter Opening Segmentation With Convolutional Recurrent Neural Networks in High Resolution Cervical Auscultation. IEEE J. Biomed. Health Informatics 25 (2) (2021)
Shitong Mao, Aliaa Sabry, Yassin Khalifa, James L. Coyle, Ervin Sejdic
Estimation of laryngeal closure duration during swallowing without invasive X-rays. Future Gener. Comput. Syst. 115 (2021)
Zhenwei Zhang, Shitong Mao, James L. Coyle, Ervin Sejdic
Automatic annotation of cervical vertebrae in videofluoroscopy images via deep learning. Medical Image Anal. 74 (2021)
Handenur Caliskan, Amanda S. Mahoney, James L. Coyle, Ervin Sejdic
Automated Bolus Detection in Videofluoroscopic Images of Swallowing Using Mask-RCNN. EMBC (2020)
Yassin Khalifa, Cara Donohue, James L. Coyle, Ervin Sejdic
Upper Esophageal Sphincter Opening Segmentation with Convolutional Recurrent Neural Networks in High Resolution Cervical Auscultation. CoRR (2020)
Ervin Sejdic, Georgia A. Malandraki, James L. Coyle
Computational Deglutition: Using Signal- and Image-Processing Methods to Understand Swallowing and Associated Disorders [Life Sciences]. IEEE Signal Process. Mag. 36 (1) (2019)
Joshua M. Dudik, James L. Coyle, Amro El-Jaroudi, Zhi-Hong Mao, Mingui Sun, Ervin Sejdic
Deep learning for classification of normal swallows in adults. Neurocomputing 285 (2018)
Faezeh Movahedi, James L. Coyle, Ervin Sejdic
Deep Belief Networks for Electroencephalography: A Review of Recent Contributions and Future Outlooks. IEEE J. Biomed. Health Informatics 22 (3) (2018)
Iva Jestrovic, James L. Coyle, Ervin Sejdic
A fast algorithm for vertex-frequency representations of signals on graphs. Signal Process. 131 (2017)
Faezeh Movahedi, Atsuko Kurosu, James L. Coyle, Subashan Perera, Ervin Sejdic
A comparison between swallowing sounds and vibrations in patients with dysphagia. Comput. Methods Programs Biomed. 144 (2017)
Joshua M. Dudik, James L. Coyle, Amro El-Jaroudi, Mingui Sun, Ervin Sejdic
A matched dual-tree wavelet denoising for tri-axial swallowing vibrations. Biomed. Signal Process. Control. 27 (2016)
Joshua M. Dudik, James L. Coyle, Ervin Sejdic
Dysphagia Screening: Contributions of Cervical Auscultation Signals and Modern Signal-Processing Techniques. IEEE Trans. Hum. Mach. Syst. 45 (4) (2015)
Joshua M. Dudik, Atsuko Kurosu, James L. Coyle, Ervin Sejdic
A comparative analysis of DBSCAN, K-means, and quadratic variation algorithms for automatic identification of swallows from swallowing accelerometry signals. Comput. Biol. Medicine 59 (2015)
Joshua M. Dudik, Iva Jestrovic, Bo Luan, James L. Coyle, Ervin Sejdic
Characteristics of Dry Chin-Tuck Swallowing Vibrations and Sounds. IEEE Trans. Biomed. Eng. 62 (10) (2015)
Iva Jestrovic, Joshua M. Dudik, Bo Luan, James L. Coyle, Ervin Sejdic
Baseline characteristics of cervical auscultation signals during various head maneuvers. Comput. Biol. Medicine 43 (12) (2013)