プロフィール詳細

プロジェクトを作成

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Oscar O.に依頼

Canada

Researcher an neuroscientist working on the forefront for clinical electrophysiology and applied machine learning

プロフィール概要

Researcher and Neuroscientist with over 5 years of experience working in the forefront of innovative EEG techniques to measure pain, cognitive load, and motor control. Currently, I am working with the International Collaboration on Repair Discoveries (ICORD) developing automated EEG analysis algorithms and embedding them into interactive apps to be used as research tools to visualize and quantify EEG responses to pain. My expertise lies in using Python, MATLAB, R studio to create real time applications to visualize electrophysiological signals and leverage predictive machine learning and deep neural network models. The frameworks that I use to develop the real time applications are are matlab app designer, Simulink, shiny apps. For the modeling, I utilize tidy models with R as well as pytorch, Scikit-Learn and SQL with python.

専門分野

• ★ Artificial Intelligence
• ★ Python
• ★ Matlab
• ☆ Neuroscience
• ☆ Electrophysiology
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Computer Simulation/Computational Modeling
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Data Visualization
• ☆ Data Collection
• ☆ Data Management
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Data Cleaning
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Correlation Analysis
• ☆ Medical Statistics
• ☆ Health Data Analysis
• ☆ Sports Science
• ☆ Kinesiology
• ☆ SQL
• ☆ Excel
• ☆ Tensorflow
• ☆ R
• ☆ Scikit-learn
• ☆ Medical Imaging/Radiology
• ☆ Human Biology
• ☆ Neurology
• ☆ Clinical Neurophysiology
• ☆ Neuromuscular Disease
• ☆ Movement Disorders
• ☆ Kinesiology & Exercise Science
• ☆ Electrocardiogram (ECG)
• ☆ Spinal Cord Injury

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing, General Proofreading & Editing, Translation

Research Scientific and Technical Research, Secondary Data Collection

Consulting Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Data Cleaning, Data Processing, Data Insights

Product Development Prototyping, Reverse Engineering

職務経験

Lab Technitian 2

The University of British Columbia International Collaboration on Repair Discoveries

12月 2021 - 11月 2023

学歴

MSc in Kinesiology (Faculty of Kinesiology)

University of New Brunswick Fredericton

10月 2018 - 10月 2021

Bachelor's of Kinesiology (Kinesiology)

University of British Columbia

9月 2013 - 5月 2018

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Emmanuel Ogalo, Lukas D. Linde, Hannah Ro, Oscar Ortiz, John L. K. Kramer, Michael J. Berger (2024). Evaluating peripheral neuromuscular function with brief movement-evoked pain . Journal of Neurophysiology.

Oscar Ortiz, Usha Kuruganti, Victoria Chester, Adam Wilson, Daniel Blustein (2023). Changes in EEG alpha-band power during prehension indicates neural motor drive inhibition . Journal of Neurophysiology.

Lukas D. Linde, Oscar Ortiz, Cassandra M. Choles, John L. K. Kramer (2023). Pain-related gamma band activity is dependent on the features of nociceptive stimuli: a comparison of laser and contact heat . Journal of Neurophysiology.

PREPRINT

Oscar Ortiz, Usha Kuruganti, Victoria Chester, Adam Wilson, Daniel Blustein (2022). Alpha suppression during prehension indicates neural motor drive inhibition .