A review of Hidden Markov models and Recurrent Neural Networks for event detection and localization in biomedical signals
Biomedical signals carry signature rhythms of complex physiological processes that control
our daily bodily activity. The properties of these rhythms indicate the nature of interaction …
our daily bodily activity. The properties of these rhythms indicate the nature of interaction …
A review of recurrent neural network-based methods in computational physiology
Artificial intelligence and machine learning techniques have progressed dramatically and
become powerful tools required to solve complicated tasks, such as computer vision, speech …
become powerful tools required to solve complicated tasks, such as computer vision, speech …
[HTML][HTML] Heart-lung sound separation by nonnegative matrix factorization and deep learning
W Wang, S Wang, D Qin, Y Fang, Y Zheng - Biomedical Signal Processing …, 2023 - Elsevier
Auscultation is an ordinary way to diagnose cardiovascular and respiratory diseases. The
heart-lung sound (HLS) from the stethoscope is a mixture of heart sound (HS) and lung …
heart-lung sound (HLS) from the stethoscope is a mixture of heart sound (HS) and lung …
A preliminary investigation of whether HRCA signals can differentiate between swallows from healthy people and swallows from people with neurodegenerative …
High-resolution cervical auscultation (HRCA) is an emerging method for non-invasively
assessing swallowing by using acoustic signals from a contact microphone, vibratory signals …
assessing swallowing by using acoustic signals from a contact microphone, vibratory signals …
Non-Invasive sensor-based estimation of anterior-posterior upper esophageal sphincter opening maximal distension
Y Khalifa, AS Mahoney, E Lucatorto… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Objective: Dysphagia management relies on the evaluation of the temporospatial kinematic
events of swallowing performed in videofluoroscopy (VF) by trained clinicians. The upper …
events of swallowing performed in videofluoroscopy (VF) by trained clinicians. The upper …
A hybrid bioinspired model for improving the efficiency of correlative auscultation analysis
Identification of lung health assists patients suffering from Asthma & Chronic Obstructive
Pulmonary Disease (COPD) to take corrective measures. To perform this task, Computer …
Pulmonary Disease (COPD) to take corrective measures. To perform this task, Computer …
How closely do machine ratings of duration of UES opening during videofluoroscopy approximate clinician ratings using temporal kinematic analyses and the …
Clinicians evaluate swallow kinematic events by analyzing videofluoroscopy (VF) images for
dysphagia management. The duration of upper esophageal sphincter opening (DUESO) is …
dysphagia management. The duration of upper esophageal sphincter opening (DUESO) is …
Towards a comprehensive bedside swallow screening protocol using cross-domain transformation and high-resolution cervical auscultation
High-resolution cervical auscultation (HRCA) is an emerging noninvasive and accessible
option to assess swallowing by relying upon accelerometry and sound sensors. HRCA has …
option to assess swallowing by relying upon accelerometry and sound sensors. HRCA has …
Elevating Patient Care with Deep Learning: High-Resolution Cervical Auscultation Signals for Swallowing Kinematic Analysis in Nasogastric Tube Patients
F Khodami, AS Mahoney, JL Coyle… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Patients with nasogastric (NG) tubes require careful monitoring due to the potential impact of
the tube on their ability to swallow safely. This study aimed to investigate the utility of high …
the tube on their ability to swallow safely. This study aimed to investigate the utility of high …
Characterizing swallows from people with neurodegenerative diseases using high-resolution cervical auscultation signals and temporal and spatial swallow kinematic …
Purpose The prevalence of dysphagia in patients with neurodegenerative diseases (ND) is
alarmingly high and frequently results in morbidity and accelerated mortality due to …
alarmingly high and frequently results in morbidity and accelerated mortality due to …