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Hire Matthew L.

United Kingdom

USD 50 /hr

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

Profile Summary

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.

Subject Matter Expertise

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

Services

• 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

Work Experience

Research Software Engineer

Save Sight Institute

August 2019 - August 2020

Neuroimaging Analyst

Sydney Neuroimaging Analysis Centre

August 2019 - January 2020

Research Software Engineer

Heart Research Institute

July 2017 - July 2019

Education

PhD (Department of Computer Science)

University of Manchester

October 2020 - April 2024

Certifications

• Certification details not provided.

Publications

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). p. 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.