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Author Details
Full Name
Matthew G Crowson
Affiliation
Otolaryngology-Head and Neck Surgery Harvard Medical School
ORCID
Career Start Year
2010
Papers
77
H Index
16
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
38087983
Current Practices in Voice Data Collection and Limitations to Voice AI Research: A National Survey.
Laryngoscope
2024
35133897
Using Machine Learning to Predict Operating Room Case Duration: A Case Study in Otolaryngology.
Otolaryngol Head Neck Surg
2023
37658749
Artificial Intelligence Governance and Otolaryngology-Head and Neck Surgery.
Laryngoscope
2023
37502975
Towards Medical Billing Automation: NLP for Outpatient Clinician Note Classification.
medRxiv
2023
35809030
Predicting Progression of Oral Lesions to Malignancy Using Machine Learning.
Laryngoscope
2023
37083112
Machine Learning Analysis of Physical Activity Data to Classify Postural Dysfunction.
Laryngoscope
2023
36995729
Making Use of Artificial Intelligence-Generated Synthetic Tympanic Membrane Images.
JAMA Otolaryngol Head Neck Surg
2023
37092316
Development of a Predictive Model for Persistent Dizziness Following Vestibular Schwannoma Surgery.
Laryngoscope
2023
36807952
Paediatric sleep apnea event prediction using nasal air pressure and machine learning.
J Sleep Res
2023
36827244
Generation of synthetic tympanic membrane images: Development, human validation, and clinical implications of synthetic data.
PLOS Digit Health
2023
36413361
Development of a Predictive Model for Individualized Hearing Aid Benefit.
Otol Neurotol
2023
35972815
"Human vs Machine" Validation of a Deep Learning Algorithm for Pediatric Middle Ear Infection Diagnosis.
Otolaryngol Head Neck Surg
2023
34372737
A Systematic Review of Clinical Vestibular Symptom Triage, Tools, and Algorithms.
Otolaryngol Head Neck Surg
2022
35748581
Standardizing Machine Learning Manuscript Reporting in Otolaryngology-Head & Neck Surgery.
Laryngoscope
2022
36812504
A systematic review of federated learning applications for biomedical data.
PLOS Digit Health
2022
36171808
New Medical Device and Therapeutic Approvals in Otolaryngology: State of the Art Review of 2021.
OTO Open
2022
35046886
Care Gaps and Recommendations in Vestibular Migraine: An Expert Panel Summit.
Front Neurol
2022
35172791
The predictive power of geographic health care utilization for unintentional fatal fall rates.
BMC Public Health
2022
33219707
Deep Learning for Voice Gender Identification: Proof-of-concept for Gender-Affirming Voice Care.
Laryngoscope
2021
33795010
Management of sudden sensorineural hearing loss among primary care physicians in Canada: a survey study.
J Otolaryngol Head Neck Surg
2021
33731369
Machine Learning for Accurate Intraoperative Pediatric Middle Ear Effusion Diagnosis.
Pediatrics
2021
33577219
Predicting Depression From Hearing Loss Using Machine Learning.
Ear Hear
2021
34398111
International Survey of Operative Practices for Otologists and Neurotologists During the COVID-19 Crisis.
Otol Neurotol
2021
34353979
Glasgow Benefit Inventory in Cochlear Implantation: A Reliable Though Ancillary Quality of Life Metric.
Otol Neurotol
2021
34198229
Loss 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 Otorhinolaryngol
2021
34001080
A preliminary assessment of guideline adherence and clinical variation in oral cancer treatment: a MarketScan database study.
BMC Oral Health
2021
34191782
Quality Indicators for the Diagnosis and Management of Menière's Disease.
Otol Neurotol
2021
30706465
A contemporary review of machine learning in otolaryngology-head and neck surgery.
Laryngoscope
2020
31997013
Using Google Trends to Predict Pediatric Respiratory Syncytial Virus Encounters at a Major Health Care System.
J Med Syst
2020
31644477
Machine Learning and Cochlear Implantation-A Structured Review of Opportunities and Challenges.
Otol Neurotol
2020
31834209
Predicting Reduced Tinnitus Burden After Cochlear Implantation in Adults.
Otol Neurotol
2020
32770269
AutoAudio: Deep Learning for Automatic Audiogram Interpretation.
J Med Syst
2020
32600170
Telemedicine Algorithm for the Management of Dizzy Patients.
Otolaryngol Head Neck Surg
2020
32623971
Machine learning for pattern detection in cochlear implant FDA adverse event reports.
Cochlear Implants Int
2020
32513061
Artificial Intelligence Applications in Otology: A State of the Art Review.
Otolaryngol Head Neck Surg
2020
32558750
Predicting Postoperative Cochlear Implant Performance Using Supervised Machine Learning.
Otol Neurotol
2020
30798360
Vocal Fold Paralysis/Paresis as a Marker for Poor Swallowing Outcomes After Thoracic Surgery Procedures.
Dysphagia
2019
28949835
The Canadian Otolaryngology-Head and Neck Surgery Workforce in the Urban-Rural Continuum: Longitudinal Data from 2002 to 2013.
Otolaryngol Head Neck Surg
2018
29912831
Idiopathic Sudden Sensorineural Hearing Loss Is Not a Sentinel Event for Acute Myocardial Infarction.
Otol Neurotol
2018
30229921
Prevalence and resource utilization for vocal fold paralysis/paresis after esophagectomy.
Laryngoscope
2018
29421446
Transnasal Transsphenoidal Elevation of Optic Chiasm in Secondary Empty Sella Syndrome Following Prolactinoma Treatment.
World Neurosurg
2018
29605342
Safety and postoperative adverse events in management of acute mastoiditis in children - 30 Day NSQIP outcomes.
Int J Pediatr Otorhinolaryngol
2018
29481697
Osseointegrated implants for auricular prostheses: An alternative to autologous repair.
Laryngoscope
2018
29031937
Payer database and geospatial analysis to evaluate practice patterns in treating allergy in North Carolina.
Am J Otolaryngol
2018
28988431
Hearing loss on social media: Who is winning hearts and minds?
Laryngoscope
2018
27650806
Provincial Variation of Cochlear Implantation Surgical Volumes and Cost in Canada.
Otolaryngol Head Neck Surg
2017
28167009
Variation in tonsillectomy rates by health care system type.
Int J Pediatr Otorhinolaryngol
2017
28167002
Intranasal fluticasone associated with delayed tympanostomy tube placement in children with eustachian tube dysfunction.
Int J Pediatr Otorhinolaryngol
2017
28383465
Emerging Therapies for Sensorineural Hearing Loss.
Otol Neurotol
2017
28349759
Capillary Hemangioma of the Tympanic Membrane.
Otolaryngol Head Neck Surg
2017
1 - 50 of 77
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Beth Israel Deaconess Medical Center
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