Emily Jefferson
University of Dundee · GB
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans
2020 · 937 Zit. · Research Explorer (The University of Manchester)
Next-Generation Capabilities in Trusted Research Environments: Interview Study
2022 · 28 Zit. · Journal of Medical Internet Research
An extensible big data software architecture managing a research resource of real-world clinical radiology data linked to other health data from the whole Scottish population
2020 · 23 Zit. · GigaScience
Towards nationally curated data archives for clinical radiology image analysis at scale: Learnings from national data collection in response to a pandemic
2021 · 14 Zit. · Digital Health
Disclosure control of machine learning models from trusted research environments (TRE): New challenges and opportunities
2023 · 13 Zit. · Heliyon
GRAIMATTER Green Paper: Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs)
2022 · 5 Zit. · arXiv (Cornell University)
The challenges of assembling, maintaining and making available large data sets of clinical data for research
2019 · 5 Zit. · Elsevier eBooks
Machine Learning Models Disclosure from Trusted Research Environments\n (TRE), Challenges and Opportunities
2021 · 4 Zit. · arXiv (Cornell University)
Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs)
2022 · 2 Zit. · Zenodo (CERN European Organization for Nuclear Research)
Machine Learning Models Disclosure from Trusted Research Environments (TRE), Challenges and Opportunities
2021 · 2 Zit. · arXiv (Cornell University)
An architecture for building cohorts of images from real-world clinical data from the whole Scottish population supporting research and AI development.
2022 · 1 Zit. · International Journal for Population Data Science
A Review of Trusted Research Environments to Support Next Generation Capabilities based on Interview Analysis (Preprint)
2021 · 1 Zit.
GRAIMATTER Public Summary: Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs)
2022 · 0 Zit. · Discovery Research Portal (University of Dundee)
Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs)
2022 · 0 Zit. · Zenodo (CERN European Organization for Nuclear Research)