Alise Danielle Midtfjord

Doctoral Research Fellow - Risk and Stochastics
Image of Alise Danielle Midtfjord
Norwegian version of this page
Mobile phone +47 93427423
Room 1005
Username
Visiting address Moltke Moes vei 35 Niels Henrik Abels hus 0851 Oslo
Postal address Postboks 1053 Blindern 0316 Oslo

Academic interests

  • Machine learning and Data Science
  • Explainable Artificial Intelligence
  • Applications within risk and safety

Background

Alise did her Master of Science at the Norwegian University of Life Sciences (NMBU), in Environmental Physics. In her thesis, shevcombined machine learning with image analysis of PET/CT-images of cancer tumors, to predict the treatment outcome. After that, Alise worked with technology consulting for Accenture, working with new technologies like machine learning and extended reality. Since August 2019, she have been a PhD Student at the Department of Mathematics at the University of Oslo. Here she is working on modelling and analysis of multidimensional high-resolution environmental data with application to airport runway condition management.

Talks

23 May 2021 - The Fundamentals of AI. Demystify AI - The Fundamentals & Implications

2 November 2020 - Estimating Runway Friction Using Flight Data. 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference

17 June 2020 - Explainable Artificial Intelligence: How to make AI responsible. Global AI on Tour. 

8 February 2020 - Explainable Artificial Intelligence (XAI). Women in Tech Summit 2020. 

Other websites

Tags: Risk, Statistics, Machine Learning, data science

Publications

  • Midtfjord, Alise Danielle & Huseby, Arne (2020). Estimating Runway Friction Using Flight Data, In Piero Baraldi; Francesco P. Di Maio & Enrico Zio (ed.),  e-proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference (ESREL2020 PSAM15).  Research Publishing Services.  ISBN 9789811485930.  Artikkel. Show summary

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  • Midtfjord, Alise Danielle (2021). The Fundamentals of AI. Show summary
  • Midtfjord, Alise Danielle (2020). Estimating Runway Friction Using Flight Data. Show summary
  • Midtfjord, Alise Danielle (2020). Explainable Artificial Intelligence (XAI). Show summary
  • Midtfjord, Alise Danielle (2020). Explainable Artificial Intelligence: How to make AI responsible. Show summary
  • Grøndahl, Aurora Rosvoll; Midtfjord, Alise Danielle; Langberg, Geir Severin Rakh Elvatun; Tomic, Oliver; Indahl, Ulf Geir; Knudtsen, Ingerid Skjei; Malinen, Eirik; Dale, Einar & Futsæther, Cecilia Marie (2019). Prediction of treatment outcome for head and neck cancers using radiomics of PET/CT images. Radiotherapy and Oncology.  ISSN 0167-8140.  133, s 526- 526
  • Langberg, Geir Severin; Grøndahl, Aurora Rosvoll; Midtfjord, Alise Danielle; Tomic, Oliver; Liland, Kristian Hovde; Knudtsen, Ingerid Skjei; Dale, Einar; Malinen, Eirik & Futsæther, Cecilia Marie (2019). Establishing a complete radiomics framework for biomarker identification and outcome prediction using PET/CT images of head & neck cancers.
  • Midtfjord, Alise Danielle & Futsæther, Cecilia Marie (2018). Prediksjon av behandlingsutfall for hode-og halskreft ved bruk av radiomics av PET/CT-bilder.

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Published Nov. 20, 2019 1:48 PM - Last modified Apr. 15, 2021 2:31 PM