プロフィール詳細

プロジェクトを作成

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Matthew L.に依頼

United Kingdom

Deep Learning and Neuroimaging Researcher | Expert in Python & Data Analytics. Available for Part-Time work.

プロフィール概要

I am a PhD student at the University of Manchester where my research focuses on improving brain MRI data using deep learning techniques. I have several years experience working in data analytical roles and software development. This work involved conducting statistical analyses, building end-to-end processing pipelines, consulting on various projects, and much more. I also have a BSc in Physics and a Masters in Medical Physics. I have several peer-reviewed publications, on topics ranging from cohort based neuroimaging analysis to advances in computer vision.

専門分野

• ★ Data Analysis
• ★ Machine Learning
• ★ Python
• ☆ Image Processing
• ☆ Algorithm Design
• ☆ Data Processing
• ☆ Deep Learning
• ☆ Computer Vision
• ☆ Medical Imaging/Radiology
• ☆ Magnetic Resonance Imaging (MRI)

サービス

• Research
• Consulting
• Data & AI
• Product Development

Research Market Research, Feasibility Study

Consulting Scientific and Technical Consulting

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

Product Development Prototyping

職務経験

Research Software Engineer

Save Sight Institute

8月 2019 - 8月 2020

Neuroimaging Analyst

Sydney Neuroimaging Analysis Centre

8月 2019 - 1月 2020

Research Software Engineer

Heart Research Institute

7月 2017 - 7月 2019

学歴

PhD (Department of Computer Science)

University of Manchester

10月 2020 - 4月 2024

認定資格

• 認定資格の詳細は未入力です。

出版物

CONFERENCE PAPER

Matthew Lyon(2022). Angular Super-Resolution in Diffusion MRI with a 3D Recurrent Convolutional Autoencoder . arXiv

JOURNAL ARTICLE

Matthew Lyon(2020). Structural core of the executive control network: A high angular resolution diffusion MRI study . Human Brain Mapping. 41. (5). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1226--1236. Wiley

Matthew Lyon, Sarah C. Hellewell, Thomas Welton, Jerome J. Maller, Mayuresh S. Korgaonkar, Stephen H. Koslow, Leanne M. Williams, A. John Rush, Evian Gordon, Stuart M. Grieve(2019). Profound and reproducible patterns of reduced regional gray matter characterize major depressive disorder . Translational Psychiatry. 9. (1). Springer Science and Business Media {LLC}

(2019). Is occipital bending a structural biomarker of risk for depression and sensitivity to treatment? . Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia.

(2019). Gender-specific structural abnormalities in major depressive disorder revealed by fixel-based analysis . NeuroImage. Clinical.