Phd Candidate
CurrentWorking on the development of trustworthy and reliable deep learning NTCP models for the prediction of radiotherapy-induced toxicities in head and neck cancer and lung cancer patients.
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Daniel Macrae is listed as PHD Candidate at UMCG, a with 8281 employees, based in Groningen, Netherlands. AeroLeads shows a matched LinkedIn profile for Daniel Macrae.
Daniel Macrae previously worked as Research Intern at Umcg and Student Teaching Assistant at University College Groningen. Daniel Macrae holds Msc Artificial Intelligence, Artificial Intelligence, Summa Cum Laude from University Of Groningen.
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Researchgate profile: https://www.researchgate.net/profile/Daniel-MacraeGithub page: https://github.com/daniel-macrae
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Groningen, Netherlands
Working on the development of trustworthy and reliable deep learning NTCP models for the prediction of radiotherapy-induced toxicities in head and neck cancer and lung cancer patients.
Groningen, Netherlands
Developing a unified deep learning/image model to predict the likelihood of head and neck cancer patients developing different toxicities as a result of radiotherapy treatment.Secondary aim of quantifying model uncertainty of both traditional and deep learning models used for this task.
Groningen, Groningen, Netherlands
TA for UCG's Linear Algebra course (2022, 2023, 2024) and Remedial Maths activities (2021 & 2022). TA for Oksana Kavatsyuk's Comenius Project for the creation of blended/hybrid learning materials (2023).
Groningen, Netherlands
TA for the Pattern Recognition and Machine Learning courses (MSc AI)
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Hannah Romeijn
Colleague at UmcgGroningen, Netherlands
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Gerry Sieling
Colleague at UmcgNetherlands
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Ineke Scholtens
Colleague at UmcgHaren, Groningen, Netherlands
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Gera Welker
Colleague at UmcgNetherlands
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Fatima Ab
Colleague at UmcgGroningen, Netherlands
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Roelina Pieters
Colleague at UmcgGreater Groningen Area, Netherlands
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Jop Van Den Berg
Colleague at UmcgGroningen, Netherlands
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Marijke Hofman
Colleague at UmcgGreater Groningen Area, Netherlands
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Ingrid Lamminga
Colleague at UmcgGroningen, Netherlands
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Mieke Bus
Colleague at UmcgAmsterdam, North Holland, Netherlands
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Specialisations: Robotics and Computational Intelligence Thesis title: "Seeing the Bigger Picture: Towards Reliable Multi-Label Deep.
Specialisation: Smart Technologies
HL English, History, Biology; SL Chemistry, Mathematics, Mandarin
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Daniel Macrae works for UMCG.
Daniel Macrae is listed as PHD Candidate at UMCG.
Daniel Macrae is based in Groningen, Netherlands while working with UMCG.
Daniel Macrae has worked for Umcg, University College Groningen, and Faculty Of Science And Engineering - University Of Groningen.
Daniel Macrae's colleagues at UMCG include Hannah Romeijn, Gerry Sieling, Ineke Scholtens, Gera Welker, and Fatima Ab.
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Daniel Macrae holds Msc Artificial Intelligence, Artificial Intelligence, Summa Cum Laude from University Of Groningen.
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