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 UMCG (Department of Radiation Oncology) at UMCG, a company with 8281 employees, based in Groningen, Groningen, Netherlands. AeroLeads shows a matched LinkedIn profile for Daniel Macrae.
Daniel Macrae previously worked as PHD Candidate at Umcg and Research Intern at Umcg. 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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Michel Schipper
Colleague at Umcg
Greater Groningen Area, Netherlands
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W.S. (Wia) Barkema
Colleague at Umcg
Mussel, Groningen, Netherlands, Netherlands
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KV
Krista Van Dijk-Bos
Colleague at Umcg
Greater Groningen Area, Netherlands
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AK
Amy Keijzers
Colleague at Umcg
Groningen, Groningen, Netherlands, Netherlands
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RP
Roelina Pieters
Colleague at Umcg
Greater Groningen Area, Netherlands
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KB
Klasien Bergman
Colleague at Umcg
Greater Groningen Area, Netherlands
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AB
Astrid Bor-Niemeijer
Colleague at Umcg
Wedde, Groningen, Netherlands, Netherlands
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PH
Pieter Haanstra
Colleague at Umcg
Groningen, Groningen, Netherlands, Netherlands
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TK
Tatiana Karp
Colleague at Umcg
Netherlands, Netherlands
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JW
Joke Westerhoek
Colleague at Umcg
Greater Groningen Area, 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 UMCG (Department of Radiation Oncology) at UMCG.
Daniel Macrae is based in Groningen, 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 Michel Schipper, W.S. (Wia) Barkema, Krista Van Dijk-Bos, Amy Keijzers, and Roelina Pieters.
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Daniel Macrae holds Msc Artificial Intelligence, Artificial Intelligence, Summa Cum Laude from University Of Groningen.
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