Data Science Programs

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Data Science Programs
Data Science/AI Course

This course aims to provide neurosurgeons, junior academic faculty, and residents with a framework for answering neurosurgical questions using data science models and translating these models into clinical practice.

Learning Objectives

Upon completion of this course, participants will be able to:

Evaluate neurosurgical data science literature.

Incorporate data science analyses into neurosurgical practice.

Access data science models using existing neurosurgical data sets.

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Course Syllabus

Writing a Data Science Question for the Neurosurgical Setting

Designing Interpretable Machine Learning Models - Decomposing Black Box Methods

Alternatives to Convolutional Neural Networks for Signal and Image Processing

Curating Big Datasets for Use in Neurosurgical Data Science Search

Assessing Safety and Efficacy of Data Science Models in the Clinical Environment

Transition to Market: Deploying Data Science Models

Data Science Workshop
Data Science Scholar Program

The use of advanced data science techniques for research and practice improvement in neurosurgery continues to expand. Obtaining training in basic and advanced data science requires both mentorship and financial support, and the CNS Scholarship in Data Science provides both on an individual basis as we seek to create a cadre of neurosurgeons with expertise in this subject.

Goals & Objectives

Give a small group of future neurosurgeons expertise in the application of advanced data science techniques to the field of neurosurgery.

Provide those future leaders a platform within the CNS to build additional educational content and technology broadly applicable to the entire CNS membership.

Improve the quality of data science research presented at the CNS Annual Meeting and published in Neurosurgery, aiming to remain at the forefront of this field.

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Data Science Scholar Program Awardees

Lauren Stone, MD

University of California San Diego

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Andrew Abumoussa, MD MSc

University of North Carolina at Chapel Hill

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Daniel Sexton, MD

Duke University

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Matthew Pease, MD

Fellow in Neurosurgical Oncology, Memorial Sloan Kettering

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Data Science/AI Course

This course aims to provide neurosurgeons, junior academic faculty, and residents with a framework for answering neurosurgical questions using data science models and translating these models into clinical practice.

Learning Objectives

Course Syllabus

Data Science Scholar Program

Goals & Objectives

Data Science Scholar Program Awardees

Lauren Stone, MD

Andrew Abumoussa, MD MSc

Daniel Sexton, MD

Matthew Pease, MD

The CNS Mission
The CNS enhances health and improves lives through innovative neurosurgical education, advancement of clinical practice & scientific exchange.

Get Involved

Associated CNS Websites

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Data Science/AI Course

This course aims to provide neurosurgeons, junior academic faculty, and residents with a framework for answering neurosurgical questions using data science models and translating these models into clinical practice.

Learning Objectives

Course Syllabus

Data Science Scholar Program

Goals & Objectives

Data Science Scholar Program Awardees

Lauren Stone, MD

Andrew Abumoussa, MD MSc

Daniel Sexton, MD

Matthew Pease, MD

The CNS MissionThe CNS enhances health and improves lives through innovative neurosurgical education, advancement of clinical practice & scientific exchange.

Get Involved

Associated CNS Websites

Connect With Us

Find answers

I Want To

The CNS Mission
The CNS enhances health and improves lives through innovative neurosurgical education, advancement of clinical practice & scientific exchange.