基本信息
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个人简介
Matthew Crowson is a hearing & balance surgeon at Massachusetts Eye & Ear and Harvard Medical School in Boston, Massachusetts.
He is a former Neurotology Fellow at the University of Toronto and Resident Physician in Otolaryngology – Head & Neck Surgery at Duke University Medical Center in Durham, North Carolina. Originally from Ottawa, Canada, Matthew attended Hamilton College (Clinton, New York) where he earned an A.B. in Biology with Honors, graduating cum laude, Phi Beta Kappa and Sigma Xi. He then attended Dartmouth Medical School (Hanover, New Hampshire) and earned an M.D. with Honors and Alpha Omega Alpha distinction.
Strategic Skills:
• Lead research projects aimed at using clinical data to improve healthcare.
• Conceptualize and develop machine learning-empowered analyses.
• Leverage training in industrial engineering to interface with engineers to help design algorithms and approaches for clinical innovations using various forms of health data (e.g. images, sound, tabular).
• Work with academic collaborators to understand needs and implement algorithms with machine learning.
Technical Skills:
• Fluent in Ubuntu, Python, R, Jupyter Lab, PyCharm and adjuncts.
- PyTorch, Fast.ai, scikit-learn, statsmodels.
• Comfortable in the theory and practice of neural networks.
• Proficient in in traditional machine learning algorithms (e.g., dimensionality reduction, clustering, classification algorithms).
• Experienced in medical writing and scientific writing for lay audiences
Author of "Vestibular Testing Interpretation: Drill and Practice," Plural Publishing, San Diego. 2019.
研究兴趣
论文共 102 篇作者统计合作学者相似作者
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引用量
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期刊级别
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Otolaryngologic Clinics of North America (2024)
The Laryngoscopeno. 6 (2024): 2906-2911
Otolaryngologic Clinics of North America (2024)
Elsevier eBookspp.159-173, (2024)
Dipon Das,Shun Hirayama, Ling Aye, Michael E Bryan,Saskia Naegele, Brian Zhao,Vasileios Efthymiou,Julia Mendel,Adam S Fisch, Lea Kröller,Birgitta E Michels,Tim Waterboer,
medRxiv : the preprint server for health sciences (2024)
Otolaryngologic Clinics of North America (2024)
Journal of neurological surgery (2023)
PLOS digital healthno. 2 (2023): e0000202-e0000202
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作者统计
#Papers: 96
#Citation: 1111
H-Index: 18
G-Index: 30
Sociability: 6
Diversity: 3
Activity: 30
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