Cargando…

Objective measurement of tinnitus using functional near-infrared spectroscopy and machine learning

Chronic tinnitus is a debilitating condition which affects 10–20% of adults and can severely impact their quality of life. Currently there is no objective measure of tinnitus that can be used clinically. Clinical assessment of the condition uses subjective feedback from individuals which is not alwa...

Descripción completa

Detalles Bibliográficos
Autores principales:	Shoushtarian, Mehrnaz, Alizadehsani, Roohallah, Khosravi, Abbas, Acevedo, Nicola, McKay, Colette M., Nahavandi, Saeid, Fallon, James B.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2020
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7673524/ https://www.ncbi.nlm.nih.gov/pubmed/33206675 http://dx.doi.org/10.1371/journal.pone.0241695

Ejemplares similares

Cortical Processing Related to Intensity of a Modulated Noise Stimulus—a Functional Near-Infrared Study
por: Weder, Stefan, et al.
Publicado: (2018)

Objective evaluation of deep uncertainty predictions for COVID-19 detection
por: Asgharnezhad, Hamzeh, et al.
Publicado: (2022)

Assessing hearing by measuring heartbeat: The effect of sound level
por: Shoushtarian, Mehrnaz, et al.
Publicado: (2019)

Non diagnosed PAPVC induce large reverse venovenous shunt after modified Fontan surgery: A case report of a rare anomaly and embolization therapy
por: Alizadeh Sani, Zahra, et al.
Publicado: (2021)

Swarm Intelligence in Internet of Medical Things: A Review
por: Alizadehsani, Roohallah, et al.
Publicado: (2023)

Handling of uncertainty in medical data using machine learning and probability theory techniques: a review of 30 years (1991–2020)
por: Alizadehsani, Roohallah, et al.
Publicado: (2021)

Effects of degraded speech processing and binaural unmasking investigated using functional near-infrared spectroscopy (fNIRS)
por: Zhou, Xin, et al.
Publicado: (2022)

Speech token detection and discrimination in individual infants using functional near-infrared spectroscopy
por: Mao, Darren, et al.
Publicado: (2021)

Time series forecasting of new cases and new deaths rate for COVID-19 using deep learning methods
por: Ayoobi, Nooshin, et al.
Publicado: (2021)

Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray images
por: Sharifrazi, Danial, et al.
Publicado: (2021)

Cortical Speech Processing in Postlingually Deaf Adult Cochlear Implant Users, as Revealed by Functional Near-Infrared Spectroscopy
por: Zhou, Xin, et al.
Publicado: (2018)

A Review of Machine Learning for Near-Infrared Spectroscopy
por: Zhang, Wenwen, et al.
Publicado: (2022)

Tinnitus and auditory cortex; Using adapted functional near‐infrared‐spectroscopy to expand brain imaging in humans
por: Zhai, Tianqu, et al.
Publicado: (2020)

Combining a convolutional neural network with autoencoders to predict the survival chance of COVID-19 patients
por: Khozeimeh, Fahime, et al.
Publicado: (2021)

Tinnitus and auditory cortex: using adapted functional near-infrared spectroscopy to measure resting-state functional connectivity
por: San Juan, Juan D., et al.
Publicado: (2020)

Machine learning models to predict outcomes at 30‐days using Global Leadership Initiative on Malnutrition combinations with and without muscle mass in people with cancer
por: Kiss, Nicole, et al.
Publicado: (2023)

Near-Infrared Spectroscopy and Machine Learning for Accurate Dating of Historical Books
por: Coppola, Floriana, et al.
Publicado: (2023)

Functional Near-Infrared Spectroscopy to Probe State- and Trait-Like Conditions in Chronic Tinnitus: A Proof-of-Principle Study
por: Schecklmann, Martin, et al.
Publicado: (2014)

Human Auditory and Adjacent Nonauditory Cerebral Cortices Are Hypermetabolic in Tinnitus as Measured by Functional Near-Infrared Spectroscopy (fNIRS)
por: Issa, Mohamad, et al.
Publicado: (2016)

RLMD-PA: A Reinforcement Learning-Based Myocarditis Diagnosis Combined with a Population-Based Algorithm for Pretraining Weights
por: Moravvej, Seyed Vahid, et al.
Publicado: (2022)

A database for using machine learning and data mining techniques for coronary artery disease diagnosis
por: Alizadehsani, R., et al.
Publicado: (2019)

Machine Learning Classification of Articular Cartilage Integrity Using Near Infrared Spectroscopy
por: Afara, Isaac O., et al.
Publicado: (2020)

Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models
por: Shoeibi, Afshin, et al.
Publicado: (2021)

Design of Adaptive-Robust Controller for Multi-State Synchronization of Chaotic Systems with Unknown and Time-Varying Delays and Its Application in Secure Communication
por: Kekha Javan, Ali Akbar, et al.
Publicado: (2021)

Near-Infrared Spectroscopy in Bio-Applications
por: Beć, Krzysztof B., et al.
Publicado: (2020)

Epileptic Seizures Detection Using Deep Learning Techniques: A Review
por: Shoeibi, Afshin, et al.
Publicado: (2021)

Factors associated with mortality in hospitalized cardiovascular disease patients infected with COVID‐19
por: Alizadehsani, Roohallah, et al.
Publicado: (2022)

Rapidly detecting fennel origin of the near-infrared spectroscopy based on extreme learning machine
por: Zuo, Enguang, et al.
Publicado: (2022)

Diagnosis of Chronic Musculoskeletal Pain by Using Functional Near-Infrared Spectroscopy and Machine Learning
por: Zeng, Xinglin, et al.
Publicado: (2023)

High-Density Functional Near-Infrared Spectroscopy and Machine Learning for Visual Perception Quantification
por: Xiao, Hongwei, et al.
Publicado: (2023)

Near-infrared spectroscopy and machine learning algorithms for rapid and non-invasive detection of Trichuris
por: Kariyawasam, Tharanga N., et al.
Publicado: (2023)

A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy
por: Yin, Meifang, et al.
Publicado: (2021)

RF-CNN-F: random forest with convolutional neural network features for coronary artery disease diagnosis based on cardiac magnetic resonance
por: Khozeimeh, Fahime, et al.
Publicado: (2022)

Identification of Clinical Features Associated with Mortality in COVID-19 Patients
por: Eskandarian, Rahimeh, et al.
Publicado: (2023)

Objective pulsatile tinnitus
por: Yacovino, Dario A., et al.
Publicado: (2015)

Hierarchical Gene Selection and Genetic Fuzzy System for Cancer Microarray Data Classification
por: Nguyen, Thanh, et al.
Publicado: (2015)

Multiclass Informative Instance Transfer Learning Framework for Motor Imagery-Based Brain-Computer Interface
por: Hossain, Ibrahim, et al.
Publicado: (2018)

Functional near-infrared spectroscopy studies in children
por: Nagamitsu, Shinichiro, et al.
Publicado: (2012)

Near-Infrared Spectroscopy for the Evaluation of Anesthetic Depth
por: Hernandez-Meza, Gabriela, et al.
Publicado: (2015)

Near-Infrared Spectroscopy in Extremely Preterm Infants
por: Pavlek, Leeann R., et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_nc2tilik06inatcnmb8rbpnosn