MatthewGordonCrowsonMD

PubMed

• An External Validation Study for Automated Segmentation of Vestibular Schwannoma.
  Luo, G., Brown, A., Welling, D., Cai, W., Suresh, K., Bartholomew, R., Juliano, A., Lee, D., Crowson, M.> ;Otology & Neurotology. 2024 Mar 1
• Blood-based screening for HPV-associated cancers.
  Das, D., Hirayama, S., Aye, L., Bryan, M., Naegele, S., Zhao, B., Efthymiou, V., Mendel, J., Fisch, A., Kröller, L., Michels, B., Waterboer, T., Richmon, J., Adalstein...> ;Medrxiv. 2024 Feb 2
• A Proof-of-Concept Computer Vision Approach for Measurement of Tympanic Membrane Perforations.
  Nwosu, O., Suresh, K., Knoll, R., Lee, D., Crowson, M.> ;The Laryngoscope. 2024 Jan 12
• Proof-of-Concept Computer Vision Model for Instrument and Anatomy Detection During Transcanal Endoscopic Ear Surgery.
  Nwosu, O., Suresh, K., Lee, D., Crowson, M.> ;Otolaryngology--Head and Neck Surgery. 2023 Dec 17
• Current Practices in Voice Data Collection and Limitations to Voice AI Research: A National Survey.
  Evangelista, E., Kale, R., McCutcheon, D., Powell, M., Watts, S., Pinto, J., , Rameau, A., Gelbard, A., Johns, M., Law, A., Song, P., Naunheim, M., Bryson, P., Crowson...> ;The Laryngoscope. 2024 Mar 1
• Artificial Intelligence Governance and Otolaryngology-Head and Neck Surgery.
  Obinna I Nwosu, Matthew G Crowson, Anaïs Rameau> ;The Laryngoscope. 2023 Nov 1
• Development of a Predictive Model for Persistent Dizziness Following Vestibular Schwannoma Surgery.
  Krish Suresh, Alejandro Garcia, James G Naples, C Eduardo Corrales, Matthew G Crowson, Elkahwagi, M.> ;The Laryngoscope. 2023 Dec 1
• Machine Learning Analysis of Physical Activity Data to Classify Postural Dysfunction.
  Janet S Choi, Yael Bensoussan, Alaina M Bassett, Matthew G Crowson, Peter A Chiarelli, Vanstrum, E.> ;The Laryngoscope. 2023 Dec 1
• 1 citations
  Making Use of Artificial Intelligence-Generated Synthetic Tympanic Membrane Images.
  Krish Suresh, Michael S Cohen, Christopher J Hartnick, Ryan A Bartholomew, Daniel J Lee, Matthew G Crowson> ;JAMA Otolaryngology-- Head & Neck Surgery. 2023 Jun 1
• Paediatric sleep apnea event prediction using nasal air pressure and machine learning.
  Matthew G Crowson, Kevin S Gipson, Orna Katz Kadosh, Elizabeth Hartnick, Ellen Grealish, Donald G Keamy, Thomas Bernard Kinane, Christopher J Hartnick> ;Journal of Sleep Research. 2023 Aug 1
• 8 citations
  Using Machine Learning to Predict Operating Room Case Duration: A Case Study in Otolaryngology.
  Lauren E Miller, William Goedicke, Matthew G Crowson, Vinay K Rathi, Matthew R Naunheim, Aalok V Agarwala> ;Otolaryngology--Head and Neck Surgery. 2023 Feb 1
• 1 citations
  Generation of synthetic tympanic membrane images: Development, human validation, and clinical implications of synthetic data.
  Krish Suresh, Michael S Cohen, Christopher J Hartnick, Ryan A Bartholomew, Daniel J Lee, Matthew G Crowson> ;PLOS Digital Health. 2023 Feb 1
• 1 citations
  Standardizing Machine Learning Manuscript Reporting in Otolaryngology-Head & Neck Surgery.
  Matthew G Crowson, Anaïs Rameau> ;The Laryngoscope. 2022 Sep 1
• 7 citations
  "Human vs Machine" Validation of a Deep Learning Algorithm for Pediatric Middle Ear Infection Diagnosis.
  Matthew G Crowson, David W Bates, Krish Suresh, Michael S Cohen, Christopher J Hartnick> ;Otolaryngology--Head and Neck Surgery. 2023 Jul 1
• 2 citations
  Predicting Progression of Oral Lesions to Malignancy Using Machine Learning.
  Michael P Wu, Grace Hsu, Mark A Varvares, Matthew G Crowson> ;The Laryngoscope. 2023 May 1
• 21 citations
  A systematic review of federated learning applications for biomedical data.
  Matthew G Crowson, Dana Moukheiber, Aldo Robles Arévalo, Barbara D Lam, Sreekar Mantena, Aakanksha Rana, Deborah Goss, David W Bates, Leo Anthony Celi> ;PLOS Digital Health. 2022 May 1
• The predictive power of geographic health care utilization for unintentional fatal fall rates.
  Matthew Gordon Crowson, Jason A Beyea, Justin Cottrell, Faisal Karmali, Giovanni Lampasona, James E Saunders, Richard F Lewis> ;BMC Public Health. 2022 Feb 16
• 2 citations
  International Survey of Operative Practices for Otologists and Neurotologists During the COVID-19 Crisis.
  Sarah E. Ridge, Divya A Chari, Elliott D. Kozin, Aaron K. Remenschneider, Oliver F. Adunka, Miguel Aristegui, Wai Tsz Chang, Yen-Fu Cheng, Jong Woo Chung, Michael S. C...> ;Otology & Neurotology. 2021 Sep 1
• A Systematic Review of Clinical Vestibular Symptom Triage, Tools, and Algorithms.
  Giovanni Lampasona, Erin G. Piker, Cynthia Ryan, Patricia Gerend, Steven D. Rauch, Joel A. Goebel, Matthew G. Crowson> ;Otolaryngology--Head and Neck Surgery. 2021 Aug 10
• 1 citations
  Glasgow Benefit Inventory in Cochlear Implantation: A Reliable Though Ancillary Quality of Life Metric.
  Justin T. Lui, John J W Lee, Yifei Ma, Matthew G. Crowson, Valerie Dahm, David Shipp, Joseph M. Chen, Vincent Lin, Dixon, P., Peter R. Dixon> ;Otology & Neurotology. 2021 Aug 4
• 2 citations
  Loss to follow up of failed hearing screen and missed opportunities to detect congenital cytomegalovirus are better identified with the implementation of a new electro...
  Eileen M. Raynor, Christine Holmes, Matthew G. Crowson, Sarah B. Peskoe, Arrianna M. Planey, Paul M. Lantos> ;International Journal of Pediatric Otorhinolaryngology. 2021 Jun 25
• 1 citations
  Quality Indicators for the Diagnosis and Management of Menière's Disease.
  Justin Cottrell, Jonathan Yip, Sumit K. Agrawal, Jason Archibald, Justin Chau, Jane Lea, Vincent Lin, Paul Mick, David Morris, Lorne S. Parnes, David Schramm, Yvonne C...> ;Otology & Neurotology. 2021 Jun 4
• 2 citations
  A preliminary assessment of guideline adherence and clinical variation in oral cancer treatment: a MarketScan database study
  Antoine Eskander, Axel Sahovaler, Jennifer Hyunjong Shin, Konrado Deutsch, Matthew G. Crowson, Neerav Goyal, David L. Witsell, Kristine Schulz, Neil D. Gross, Randal S...> ;BMC Oral Health. 2021 May 17
• 9 citations
  Management of sudden sensorineural hearing loss among primary care physicians in Canada: a survey study
  Benjamin Ng, Matthew G. Crowson, Vincent Lin> ;Journal of Otolaryngology - Head & Neck Surgery = Le Journal D'oto-Rhino-Laryngologie Et De Chirurgie Cervico-Faciale. 2021 Apr 1
• 25 citations
  Machine Learning for Accurate Intraoperative Pediatric Middle Ear Effusion Diagnosis.
  Matthew G. Crowson, Christopher J. Hartnick, Gillian R. Diercks, Thomas Q. Gallagher, Mary Shannon Fracchia, Jennifer Setlur, Michael S. Cohen> ;Pediatrics. 2021 Apr 1
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Journal Articles

• Vocal Fold Paralysis/Paresis as a Marker for Poor Swallowing Outcomes After Thoracic Surgery Procedures  
  Crowson M, Tong B, Lee HJ, Song Y, Misono S, Jones H, Cohen S, Dysphagia, 1/1/2019
• A Contemporary Review of Machine Learning in Otolaryngology-Head & Neck Surgery  
  Crowson M, Ranisau J, Eskander T, Babier A, Xu B, Kahmke R, Chen J, Chan T, The Laryngoscope, 1/1/2019
• Prevalence and Resource Utilization for Vocal Fold paralysis/paresis After Esophagectomy  
  Betty C Tong, Matthew G Crowson, David H Harpole, Seth Cohen, Harrison N Jones, The Laryngoscope
• Idiopathic Sudden Sensorineural Hearing Loss is Not a Sentinel Event for Acute Myocardial Infarction  
  Crowson M, Mulder H, Cyr D, Langman A, Lee W, Parham K, Pynnonen M, Schulz K, Shin J, Witsell D, Vambutas A, Otology & Neurotology, 1/1/2018
• Transnasal Transsphenoidal Elevation of Optic Chiasm in Secondary Empty Sella Syndrome Following Prolactinoma Treatment  
  In-Ping Huang Cobb M, Mintz-Cole R, Husain AF, Crowson M, Berger M, Jang D, Codd, P, World Neurosurgery, 1/1/2018
• Payer database and geospatial analysis to evaluate practice patterns in treating allergy in North Carolina  
  Crowson M, Schulz K, Ulvila A, Witsell D, American Journal of Otolaryngology-Head and Neck Medicine and Surgery, 1/1/2018
• The Canadian Otolaryngology-HNS Workforce in the Urban-Rural Continuum: Longitudinal Data from 2002-2013  
  Crowson M, Lin V, Otolaryngology � Head & Neck Surgery, 1/1/2018
• Hearing Loss on Social Media � Who is Winning Hearts and Minds?  
  Crowson M, Tucci D, Kaylie D, The Laryngoscope, 1/1/2018
• Quality of Life and Cost-Effectiveness of Cochlear Implants: A Narrative Review  
  Crowson M, Semenov Y, Tucci D, Niparko J, Audiology & Neurotology, 1/1/2017
• Emerging Therapies for Sensorineural Hearing Loss  
  Crowson M, Hertzano R, Tucci D, Otology & Neurotology, 1/1/2017
• Capillary Hemangioma of the Tympanic Membrane  
  Crowson M, Cunningham CD, Otolaryngology � Head & Neck Surgery, 1/1/2017
• Otolaryngology Consult Pattern Trends at an Academic Quaternary Care Center  
  Choi K, Kahmke R, Crowson M, Puscas L, Scher R, Cohen S, JAMA Otolaryngology-Head & Neck Surgery, 1/1/2017
• Provincial Variation of Cochlear Implantation Surgical Volumes and Cost in Canada  
  Crowson M, Chen J, Tucci DL, Otolaryngology � Head & Neck Surgery, 1/1/2017
• Orbitocerebral Impalement � Case Discussion and Management Algorithm  
  Crowson M, Berger M, McCarthy G, Powers D, Journal of Craniomaxillofacial Trauma and Reconstruction, 1/1/2017
• Mini Review of the Cost-Effectiveness of Unilateral Osseointegrated Implants in Adults: Possibly Cost-Effective for the Correct Indication  
  Crowson M, Tucci D, Audiology & Neurotology, 1/20/2016
• Does an Otolaryngology-Specific Database have Added Value? A Comparative Feasibility Analysis  
  Bellmunt, A, Roberts R, Lee W, Schulz K, Pynnonen M, Crowson M, Witsell D, Parham K, Langman A, Vambutas A, Ryan S, Shin J, Otolaryngology � Head & Neck Surgery, 1/1/2016
• Variation In The Use Of Vestibular Diagnostic Testing For Patients Presenting To Otolaryngology Clinics With Dizziness  
  Piker E, Schulz K, Parham K, Vambutas A, Witsell D, Tucci D, Shin J, Pynnonen M, Nguyen-Huynh A, Crowson M, Ryan S, Langman A, Roberts R, Wofley A, Lee W, Otolaryngology-Head & Neck Surgery, 1/1/2016
• National Utilization and Forecasting of Ototopical Antibiotics � Medicaid Data versus �Dr Google�  
  Crowson M, Schulz K, Tucci D, Otology & Neurotology, 1/1/2016
• Access to Health Care and Hearing Evaluation in US Adults  
  Crowson M, Schulz K, Tucci D, Annals of Otology, Rhinology & Laryngology, 1/1/2016
• Access to and Uptake of Cochlear Implantation in Children in North Carolina  
  Alberg J, Crowson M, Tucci D, North Carolina Medical Journal, 1/1/2016
• Cost Analysis and Outcomes of a Second-Look Tympanoplasty-Mastoidectomy Strategy for Cholesteatoma  
  Crowson M, Ramprasad V, Chapurin N, Cunningham C, Kaylie D, Laryngoscope, 1/1/2016
• A Systematic Review of Diuretics in the Medical Management of Meniere�s Disease  
  Crowson M, Patki A, Tucci D, Otolaryngology � Head & Neck Surgery, 1/1/2016
• Utility of Daily Mobile Tablet Use for Residents on an Otolaryngology - Head and Neck Surgery Inpatient Service  
  Crowson M, Kahmke R, Ryan M, Scher R, Journal of Medical Systems, 1/1/2016
• Rare Cases of Parapharyngeal Lipomas  
  Crowson M, Hoang J, Esclamado R, American Journal of Otolaryngology, 1/1/2016
• Meniere�s Disease � A �CHEER� Database Study of Local and Regional Patient Encounter and Procedure Patterns  
  Crowson M, Schulz K, Parham K, Vambutas A, Witsell D, Lee W, Shin J, Pynnonen M, Nguyen-Huynh A, Ryan S, Langman L, Otolaryngology � Head & Neck Surgery, 1/1/2016
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Books/Book Chapters

• Implantable Hearing Devices 
  Chapter: History of Cochlear Implantation � An International Perspective 
  Crowson MEditors: Plural Publishing.New York, NY2016
• Encyclopedia of Database Systems 
  Chapter: Interoperation of NLP-based Systems with Clinical Databases 
  Page 1564 - 1566Lussier Y, Crowson MEdition 1st,2016

Abstracts/Posters

• Machine Learning & Cochlear Implantation – A Structured Review of Opportunities and Challenges
  Crowson M, Le T, Lin V, Chen J, Chan T, American Cochlear Implant Alliance�s CI2019 Pediatric Symposium, Hollywood, FL, 1/1/2019
• Should We Work Up Incidental Thyroid Nodules Found On CT? A Cost-Effectiveness Analysis
  Crowson M, Hoang J, Rocke D., American Head & Neck Society Annual Meeting, National Harbor, MD, 1/1/2018
• Meaningful Use? Patient Reported Usefulness of Otolaryngology After-Visit Summaries
  Crowson M, Cohen S, American Academy of Otolaryngology�Head and Neck Surgery Annual Meeting, Chicago, IL, 1/13/2017
• 90 Years of Otolaryngology-Allergy Literature: Where We�ve Been & Where We’re Going
  Crowson M, Kahmke R, American Academy of Otolaryngic Allergy Annual Scientific Meeting, Chicago, IL, 1/8/2017
• Hearing Loss on Social Media � Who is Winning Hearts and Minds?
  Crowson M, Tucci D, Kaylie D., Triological Society Annual Meeting, San Diego, CA, 1/1/2017
• Cost-Effective MRI Screening for Acoustic Neuromas in Patients with Asymmetric Sensorineural Hearing Loss
  Crowson M, Rocke D, Kaylie D, American Neurological Society Annual Meeting, San Diego, CA, 1/1/2017
• Cost-Minimization Analysis of Non-Sedated versus Sedated MRI Strategies for Congenital Hearing Loss
  Crowson M, Tucci D, Cheng J, Triological Society Combined Sections Meeting, New Orleans, LA, 1/1/2017
• Does an Otolaryngology-Specific Database have Added Value? A Comparative Feasibility Analysis
  Crowson M, Bellmunt, A, Roberts R, Lee W, Schulz K, Pynnonen M, Witsell D, Parham K, Langman A, Vambutas A, Ryan S, Shin J, American Academy of Otolaryngology�Head and Neck Surgery Annual Meeting, San Diego, CA, 1/20/2016
• Fluticasone Prevents Myringotomy Tube Placement in Children with ETD
  Crowson M, Ramprasad V, Choi K, Ryan M, Raynor E, American Academy of Otolaryngology�Head and Neck Surgery Annual Meeting, San Diego, CA, 1/20/2016
• Access to Health Care and Hearing Evaluation in U.S. Adults � Consequences for Auditory Rehabilitation
  Crowson M, Schulz K, Tucci D, American Cochlear Implant Alliance Annual Symposium, Washington, DC, 1/1/2015
• Influence of Electronic Medical Record Implementation on Provider Retirement at a Major Academic Medical Center
  Crowson M, Vail C, Eapen R, Canadian Association for Health Services and Policy Research Annual Meeting, Montreal, Quebec, Canada, 1/1/2015
• Utility of Daily Mobile Tablet Use for Residents on an Otolaryngology - Head and Neck Surgery Inpatient Service
  Crowson M, Kahmke R, Ryan M, Sher R., Triologic Annual Meeting, Boston, MA, 1/1/2015
• Preoperative Lumbar Drain Use During Acoustic Neuroma Surgery and Effect on CSF Leak Incidence
  Crowson M, Cunningham C, Moses M, Zomorodi A, Kaylie D, American Neurotology Society Annual Meeting, Boston, MA, 1/1/2015
• Head & Neck Synovial Sarcoma – 50 Years of Experience at a Tertiary Medical Center
  Crowson M, Lalich I, Folpe A, Garcia J, Price D., American Head and Neck Society Annual Meeting, Orlando, FL, 1/1/2013
• Posterior Semicircular Canal Dehiscence: CT Prevalence and Clinical Symptoms
  Russo J, Crowson M, Belden C, DeAngelo E, Saunders J, American Otological Society Annual Spring Meeting, Orlando, FL, 1/1/2013
• Assessment of Birth Induction Times: Can We Prevent �Idling�?
  Crowson M, Mehr C, Ward M., 23rd Annual National Forum on Quality Improvement in Health Care, Institute for Healthcare Improvement (IHI), Orlando, FL, 1/1/2011
• BioMedLEE: A Novel Natural Language Processor for Extracting and Analyzing Phenotypes and their Underlying Molecular Processes
  Lussier Y, Friedman C, Crowson M, AMIA Summit on Translational Bioinformatics, San Francisco, CA, 1/1/2010
• Using an Ontology-anchored Natural Language-based Approach to Assert Multiscale Biomolecular Networks for Systems Medicine
  Borlawsky T, Li Jianrong, Lyuda S, Crowson M, Liu Y, Friedman C, Lussier Y, AMIA Summit on Translational Bioinformatics, San Francisco, CA, 1/1/2010
• An Exploration of Clinician Perceptions of Patient Economic Status and Plan of Care: a Codman Card Study
  Crowson M, Young N, Lawrence M, Johnson D, Olson A, Nelson W., Dartmouth Primary Care Cooperative Research Network Annual Meeting, Hanover, NH, 1/1/2010
• Identification of Interferon Responsive Factor 2 Binding Protein 2 (IRF2BP2) as a novel Muscle-enriched Transcription Cofactor that Coactivates the Vascular Endotheli...
  Teng AC, Chen HH, Dugan S, Crowson M, Kuraitis D, Suuronen E, Burgon PG, Stewart AFR, The 12th SCBA International Symposium, Myogenesis, Columbia University, Academia Sinica, Taipei, Taiwan, 1/18/2009
• Pharmacokinomics Study for Prediction of Molecular Mechanisms Underpinning the Side Effect of Kinase Inhibitors
  Huang Y, Wang X, Crowson M, Li J, Maitland M, Lussier Y, AMIA Summit on Translational Bioinformatics, San Francisco, CA, 1/1/2009
• Identification of Interferon Responsive Factor 2 Binding Protein 2 (IRF2BP2) as a Novel Cardiac-Enriched Transcription Cofactor that Coactivates the Vascular Endotheli...
  Teng AC, Chen H, Dugan S, Crowson M, Belanger MI, Burgon PG, Stewart AF, Canadian Cardiovascular Congress, Toronto, Ontario, Canada, 1/1/2008
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Lectures

• Machine Learning in Otolaryngology � A Review 
  1/28/2019
• Active Bone Conduction Implants Improve Patient Reported Outcomes Measures � A 12-Month Prospective Study 
  Austin, TX - 1/1/2018
• Surgical and Perioperative Care for Otosclerosis in 2017 � A Survey of AAOHNS and ANS Surgeons 
  Atlanta, GA - 1/1/2018
• Prevalence and Otolaryngology Resource Utilization for Vocal Fold Paralysis/Paresis after Esophagectomy 
  National Harbor, MD - 1/1/2018
• Idiopathic Sudden Sensorineural Hearing Loss is Not a Sentinel Event for Acute Myocardial Infarction 
  National Harbor, MD - 1/1/2018
• Provision of Allergy Care Services in North Carolina � Underutilization of Otolaryngologists 
  San Diego, CA - 1/16/2017
• Safety and Postoperative Adverse events in Management of Acute Mastoiditis in Children � 30- Day Outcomes 
  Vail, CO - 1/1/2017
• The Canadian Otolaryngology-HNS Workforce in the Urban-Rural Continuum: Longitudinal Data from 2002-2013 
  Saskatoon, Saskatchewan, Canada - 1/1/2017
• Cost-Effectiveness Analysis of In-Office Injection Laryngoplasty 
  San Diego, CA - 1/20/2016
• So You Want to Build a Hospital? 
  Clinton, NY - 1/7/2016
• Variation in Tonsillectomy Rates By Health Care System Type 
  Vail, CO - 1/1/2016
• Cochlear Implantation in Canada � Provincial Variation and Unmet Need 
  Charlottetown, Prince Edward Island, Canada - 1/1/2016
• National Utilization and Forecasting of Ototopical Antibiotics � Medicaid Data versus �Dr. Google� 
  Chicago, IL - 1/1/2016
• Cost Analysis and Outcomes of a Second Look Tympanoplasty Mastoidectomy Strategy for Cholesteatoma: Expensive Reassurance? 
  Miami, FL - 1/1/2016
• Active Clinical Trials of Emerging Therapies for Sensorineural Hearing Loss 
  Baltimore, MD - 1/1/2016
• Meniere�s Disease � A �CHEER� Database Study of Local and Regional Patient Encounter and Procedure Patterns 
  Dallas, TX - 1/1/2015
• A Systematic Review of Diuretics in the Medical Management of Meniere�s Disease 
  Dallas, TX - 1/1/2015
• Provider and Patient Drivers of Ototopical Antibiotic Prescription Variability 
  Boston, MA - 1/1/2015
• Databases for OHNS & Audiology Research: Resources and Applications 
  Alexandria, VA - 1/1/2015
• Cost Effective Trauma Care: Issues in Craniomaxillofacial Trauma 
  Durham, NC - 1/1/2015
• OHNS �Most Wanted� � Evidence-based Antibiosis 
  Durham, NC - 1/1/2015
• Cost Effectiveness in Otolaryngology-Head & Neck Surgery 
  Durham, NC - 1/1/2015
• Review of Otorrhea Microbiology: Is there a pathogenic role of Corynebacter? 
  Las Vegas, NV - 1/1/2014
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