Dr Georgios Leontidis

    Lecturer in Computer Science (Machine Learning)

    School of Computer Science
    College of Science

    About Georgios Leontidis

    George is a Lecturer (USA equivalent to Assistant Professor) in Computer Science (Machine Learning) and a former Marie Curie Researcher in the College of Science, working with the DVC Professor Andrew Hunter in the EU-FP7 Marie Curie actions REVAMMAD project. Before joining the academic staff at University of Lincoln, Georgios worked for a leading company on radiation oncology in Germany as a Data Scientist and Program/Project Manager, working on defining quality assurance indexes for the whole treatment. This included predicting machine failures and treatment outcome, utilising machine learning, data analytics and big data processes. During this period, he actively collaborated with the University of Erlangen-Nuremberg in Germany and the University of California in San Francisco. His research outcomes have been published in various international journals, conferences and book chapters, and has also been invited to give interviews in a Radio station, newspapers and scientific magazines in regards to his novel research activity on early diagnosis of diabetic retinopathy. Georgios has also appeared in the annual magazine of the University of Lincoln.
    Our newly founded Machine Learning Research Group here in Lincoln is a member of the EPSRC Network on Computational Statistics and Machine Learning (NCSML).

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    PhD or MSc by Research: Looking for a self-funded students to work on various projects on deep learning and machine learning, across many applications e.g. Nuclear Plant & Gas Turbines failures, Parkinson’s disease, animal tracking and localisation, and retinal diseases.
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    Department Responsibilities

    Deputy Programme Leader in BSc/MComp in Computer Science
    Member of the School’s Progression Panel for Postgraduate Research Students
    Athena Swan Member
    Research, Teaching, Supervision of PGR students
    Office: INB3111 - Isaac Newton Building
    Office hours:  Wednesday 10.00-12.00 (otherwise email me first to arrange it)

    Teaching: 
    Problem Solving - Level 1 - 2017-2018
    Algorithms for Data Mining - Level 3 - 2017-2018
    Business Processes - Level 2- 2016-2017 - Week B13

    Supervising:
    2 PhD Students
    2 MSc By Research

    Subject Specialism

    Deep Neural Networks, Data Science, Machine Learning, Data Mining, Statistical Modelling, Big Data, Image Processing, Medical Imaging, Medical informatics

    Qualifications

    • PhD in Computer Science
    • MSc in Medical Informatics
    • BSc in Informatics Engineering

    Awards

    • CORe Monitoring Techniques And EXperimental Validation And Demonstration - 155K - Co-I — EU-Horizon 2020, 2017
    • Marie Curie Mirco-Grant — MCAA-EU - 400£, 2014
    • Marie Curie ITN 3-Year Research Fellowship — EU-FP7 Marie Curie actions, 2013
    • Prize for Best Undergraduate Thesis — 2011

    Professional Affiliations

    • Higher Education Academy — Associate Fellow
    • Association for Research in Vision and Ophthalmology — Member
    • IEEE EMBS Society — Member
    • IEEE — Member
    • German Association for Medical Informatics, Biometry and Epidemiology — Member

    External Activities and Consultancy

    -Member of the EPSRC Associate Peer Review College: Reviewing grants, prioritisation meetings, etc.
    Currently reviewing for EPRSC IRC Next Steps Plus in Healthcare Technologies.
    -External Examiner at the University of Hull
    -Editor in the Directory of Open Access Journals managing a team of 6 Associate editors.
    -Reviewer in several journals, e.g. PLOS One, JMIR Biomedical Engineering, Computers in Biology and Medicine, Journal for Modeling in Ophthalmology, etc.
    -Invited keynote speaker in the 16th Annual conference of the British Association of Retinal Screening

    Research Interests

    Research Group Memberships

    Research Projects

    • Nvidia GPU Grant for deep learning (Titan Xp) — Awarded £1,150 by NVIDIA in 2017
    • Cortex (Co-PI) — Awarded £155,000 by EU-H2020 in 2017
    • REVAMMAD — Marie Curie ITN Fellowship - EU in 2013

    Research in the Lincoln Repository

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