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publications
Machine Learning for Auto-Segmentation in Radiotherapy Planning.
Published in Clinical Oncology, 2022
Let’s explore a the different machine learning applications for auto-segmentation tools in radiotherapy planning systems
Recommended citation: Harrison K, Pullen H, Welsh C, Oktay O, Alvarez-Valle J, Jena R. Machine Learning for Auto-Segmentation in Radiotherapy Planning. Clin Oncol (R Coll Radiol). 2022 Feb;34(2):74-88. doi: 10.1016/j.clon.2021.12.003. Epub 2022 Jan 5. PMID: 34996682.
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Position statement on clinical evaluation of imaging AI.
Published in Lancet Digit Health, 2023
Join us in exploring the different ways we can clinically evaluate AI systems for healthcare imaging
Recommended citation: McCague C, MacKay K, Welsh C, Constantinou A, Jena R, Crispin-Ortuzar M; Imaging AI evaluation consensus group. Position statement on clinical evaluation of imaging AI. Lancet Digit Health. 2023 Jul;5(7):e400-e402. doi: 10.1016/S2589-7500(23)00090-0. Erratum in: Lancet Digit Health. 2023 Aug;5(8):e484. doi: 10.1016/S2589-7500(23)00133-4. PMID: 37391263.
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Data Hazards Chapter, The Turing Way Handbook
Published in The Turing Way: A handbook for reproducible, ethical, and collaborative research., 2024
Let’s explore a community-developed shared vocabulary of data science risks.
Recommended citation: Data Hazards Chapter, The Turing Way Community. The Turing Way: A handbook for reproducible, ethical, and collaborative research. Zenodo. (2024) https://doi:10.5281/zenodo.3233853
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Data Hazards as an ethical toolkit for neuroscience.
Published in Open Science Framework - Current Preprint, 2024
Join us in applying the Data Hazards framework to a real research case study and evaluate ethical risks.
Recommended citation: Roman Garcia, S., Welsh, C., Di Cara, N. H., Sterratt, D., Romano, N., & Stefan, M. I. (2024, March 11). Data Hazards as an ethical toolkit for neuroscience. https://doi.org/10.31219/osf.io/yn2j9
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Democratising Artificial Intelligence in Healthcare: Community Driven Approaches for Ethical Solutions.
Published in Accepted by the Future Health Journal July, 2024
Join us in exploring community-driven approaches to developing ethical AI for healthcare applications.
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
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teaching
Teaching experience 2
Workshop, University 1, Department, 2015
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