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Author Details

Matthew G Crowson
Otolaryngology-Head and Neck Surgery Harvard Medical School
2010
77
16
PMIDPaper TitleJournal TitlePublished Year
38087983Current Practices in Voice Data Collection and Limitations to Voice AI Research: A National Survey.Laryngoscope2024
35133897Using Machine Learning to Predict Operating Room Case Duration: A Case Study in Otolaryngology.Otolaryngol Head Neck Surg2023
37658749Artificial Intelligence Governance and Otolaryngology-Head and Neck Surgery.Laryngoscope2023
37502975Towards Medical Billing Automation: NLP for Outpatient Clinician Note Classification.medRxiv2023
35809030Predicting Progression of Oral Lesions to Malignancy Using Machine Learning.Laryngoscope2023
37083112Machine Learning Analysis of Physical Activity Data to Classify Postural Dysfunction.Laryngoscope2023
36995729Making Use of Artificial Intelligence-Generated Synthetic Tympanic Membrane Images.JAMA Otolaryngol Head Neck Surg2023
37092316Development of a Predictive Model for Persistent Dizziness Following Vestibular Schwannoma Surgery.Laryngoscope2023
36807952Paediatric sleep apnea event prediction using nasal air pressure and machine learning.J Sleep Res2023
36827244Generation of synthetic tympanic membrane images: Development, human validation, and clinical implications of synthetic data.PLOS Digit Health2023
36413361Development of a Predictive Model for Individualized Hearing Aid Benefit.Otol Neurotol2023
35972815"Human vs Machine" Validation of a Deep Learning Algorithm for Pediatric Middle Ear Infection Diagnosis.Otolaryngol Head Neck Surg2023
34372737A Systematic Review of Clinical Vestibular Symptom Triage, Tools, and Algorithms.Otolaryngol Head Neck Surg2022
35748581Standardizing Machine Learning Manuscript Reporting in Otolaryngology-Head & Neck Surgery.Laryngoscope2022
36812504A systematic review of federated learning applications for biomedical data.PLOS Digit Health2022
36171808New Medical Device and Therapeutic Approvals in Otolaryngology: State of the Art Review of 2021.OTO Open2022
35046886Care Gaps and Recommendations in Vestibular Migraine: An Expert Panel Summit.Front Neurol2022
35172791The predictive power of geographic health care utilization for unintentional fatal fall rates.BMC Public Health2022
33219707Deep Learning for Voice Gender Identification: Proof-of-concept for Gender-Affirming Voice Care.Laryngoscope2021
33795010Management of sudden sensorineural hearing loss among primary care physicians in Canada: a survey study.J Otolaryngol Head Neck Surg2021
33731369Machine Learning for Accurate Intraoperative Pediatric Middle Ear Effusion Diagnosis.Pediatrics2021
33577219Predicting Depression From Hearing Loss Using Machine Learning.Ear Hear2021
34398111International Survey of Operative Practices for Otologists and Neurotologists During the COVID-19 Crisis.Otol Neurotol2021
34353979Glasgow Benefit Inventory in Cochlear Implantation: A Reliable Though Ancillary Quality of Life Metric.Otol Neurotol2021
34198229Loss to follow up of failed hearing screen and missed opportunities to detect congenital cytomegalovirus are better identified with the implementation of a new electronic health record system protocol.Int J Pediatr Otorhinolaryngol2021
34001080A preliminary assessment of guideline adherence and clinical variation in oral cancer treatment: a MarketScan database study.BMC Oral Health2021
34191782Quality Indicators for the Diagnosis and Management of Menière's Disease.Otol Neurotol2021
30706465A contemporary review of machine learning in otolaryngology-head and neck surgery.Laryngoscope2020
31997013Using Google Trends to Predict Pediatric Respiratory Syncytial Virus Encounters at a Major Health Care System.J Med Syst2020
31644477Machine Learning and Cochlear Implantation-A Structured Review of Opportunities and Challenges.Otol Neurotol2020
31834209Predicting Reduced Tinnitus Burden After Cochlear Implantation in Adults.Otol Neurotol2020
32770269AutoAudio: Deep Learning for Automatic Audiogram Interpretation.J Med Syst2020
32600170Telemedicine Algorithm for the Management of Dizzy Patients.Otolaryngol Head Neck Surg2020
32623971Machine learning for pattern detection in cochlear implant FDA adverse event reports.Cochlear Implants Int2020
32513061Artificial Intelligence Applications in Otology: A State of the Art Review.Otolaryngol Head Neck Surg2020
32558750Predicting Postoperative Cochlear Implant Performance Using Supervised Machine Learning.Otol Neurotol2020
30798360Vocal Fold Paralysis/Paresis as a Marker for Poor Swallowing Outcomes After Thoracic Surgery Procedures.Dysphagia2019
28949835The Canadian Otolaryngology-Head and Neck Surgery Workforce in the Urban-Rural Continuum: Longitudinal Data from 2002 to 2013.Otolaryngol Head Neck Surg2018
29912831Idiopathic Sudden Sensorineural Hearing Loss Is Not a Sentinel Event for Acute Myocardial Infarction.Otol Neurotol2018
30229921Prevalence and resource utilization for vocal fold paralysis/paresis after esophagectomy.Laryngoscope2018
29421446Transnasal Transsphenoidal Elevation of Optic Chiasm in Secondary Empty Sella Syndrome Following Prolactinoma Treatment.World Neurosurg2018
29605342Safety and postoperative adverse events in management of acute mastoiditis in children - 30 Day NSQIP outcomes.Int J Pediatr Otorhinolaryngol2018
29481697Osseointegrated implants for auricular prostheses: An alternative to autologous repair.Laryngoscope2018
29031937Payer database and geospatial analysis to evaluate practice patterns in treating allergy in North Carolina.Am J Otolaryngol2018
28988431Hearing loss on social media: Who is winning hearts and minds?Laryngoscope2018
27650806Provincial Variation of Cochlear Implantation Surgical Volumes and Cost in Canada.Otolaryngol Head Neck Surg2017
28167009Variation in tonsillectomy rates by health care system type.Int J Pediatr Otorhinolaryngol2017
28167002Intranasal fluticasone associated with delayed tympanostomy tube placement in children with eustachian tube dysfunction.Int J Pediatr Otorhinolaryngol2017
28383465Emerging Therapies for Sensorineural Hearing Loss.Otol Neurotol2017
28349759Capillary Hemangioma of the Tympanic Membrane.Otolaryngol Head Neck Surg2017
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Collaborators

Harvard Medical School
Co-authored papers 5
University of South Florida Morsani College of Medicine
Co-authored papers 3
Sean Parker Institute for the Voice
Co-authored papers 3
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Co-authored papers 2
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Co-authored papers 2
California State University
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Co-authored papers 2
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Columbia University
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Beth Israel Deaconess Medical Center
Co-authored papers 1
University of Maryland School of Medicine
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Hospital Medicine Unit, Brigham and Women's Hospital
Co-authored papers 1
Mila Quebec Artificial Intelligence Institute
Co-authored papers 1
University of South Florida
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University of South Florida
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David Geffen School of Medicine at the University of California Los Angeles
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London Health Sciences Centre-University Hospital, Western University
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Harvard T.H. Chan School of Public Health, MIT
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Massachusetts Institute of Technology
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Head and Neck Surgery Vanderbilt University Medical Center
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Mayo Clinic
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Harvard Medical School
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