AIMC Topic: Oxyhemoglobins

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Enhancing classification accuracy of HRF signals in fNIRS using semi-supervised learning and filtering.

Progress in brain research May 31, 2024
This paper introduces a novel approach to enhance the classification accuracy of hemodynamic response function (HRF) signals acquired through functional near-infrared spectroscopy (fNIRS). Leveraging a semi-supervised learning (SSL) framework alongsi...
Spectroscopy, Near-Infrared Prefrontal Cortex Hemodynamics Adult Male Supervised Machine Learning Hemoglobins Oxyhemoglobins Brain Mapping Signal Processing, Computer-Assisted Humans Brain Female Algorithms
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Deep Learning Based Walking Tasks Classification in Older Adults Using fNIRS.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Aug 30, 2023
Decline in gait features is common in older adults and an indicator of increased risk of disability, morbidity, and mortality. Under dual task walking (DTW) conditions, further degradation in the performance of both the gait and the secondary cogniti...
Humans Algorithms Oxyhemoglobins Benchmarking Walking Aged Gait Deep Learning
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Artificial neural network algorithm model as powerful tool to predict acute lung injury following to severe acute pancreatitis.

Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.] Sep 26, 2018
OBJECTIVE: The aim of this study is to predict the risk of severe acute pancreatitis (SAP) associated with acute lung injury (ALI) by artificial neural networks (ANNs) model.
Predictive Value of Tests Area Under Curve Acute Disease ROC Curve Logistic Models Pancreatitis L-Lactate Dehydrogenase Oxyhemoglobins Young Adult Adult Middle Aged Risk Assessment Neural Networks, Computer Male Acute Kidney Injury Machine Learning Female Humans Algorithms Prognosis
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Reducing the incidence of oxyhaemoglobin desaturation during rapid sequence intubation in a paediatric emergency department.

BMJ quality & safety Jul 16, 2015
OBJECTIVES: Rapid sequence intubation (RSI) is the standard for definitive airway management in emergency medicine. In a video-based study of RSI in a paediatric emergency department (ED), we reported a high degree of process variation and frequent a...
Oximetry Video Recording Intubation, Intratracheal Checklist Quality Improvement Child Oxyhemoglobins Emergency Medicine Pediatrics Humans Treatment Outcome Incidence Emergency Service, Hospital
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Analysis of the advantages and disadvantages in application of oxygen-driven aerosol and aerosol inhalation by air compressor for the pediatric asthma.

Pakistan journal of pharmaceutical sciences Nov 1, 2018
Present study is done to analyze the advantages and disadvantages in application of oxygen-driven aerosol and aerosol inhalation by air compressor for the pediatric asthma. A total of 180 patients with pediatric bronchial asthma were randomized into ...
Budesonide Child Compressed Air Asthma Remission Induction Oxyhemoglobins Humans Treatment Outcome Male Administration, Inhalation Female Aerosols Albuterol Oxygen
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Context encoding enables machine learning-based quantitative photoacoustics.

Journal of biomedical optics May 1, 2018
Real-time monitoring of functional tissue parameters, such as local blood oxygenation, based on optical imaging could provide groundbreaking advances in the diagnosis and interventional therapy of various diseases. Although photoacoustic (PA) imaging...
Humans Machine Learning Photoacoustic Techniques Carotid Arteries Models, Cardiovascular Optical Imaging Algorithms Oxyhemoglobins Signal Processing, Computer-Assisted
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