Mattias Ohlsson

Senior Lecturer

Research areas and keywords

UKÄ subject classification

  • Bioinformatics (Computational Biology)
  • Cancer and Oncology
  • Bioinformatics and Systems Biology

Research

My research focuses on machine learning and applications within
medicine and biology. I use in particular neural networks, both
shallow and deep models. Current applications include:

  • Biomarker discovery, using proteomic data, for various cancer diseases, with a special focus on early detection.
  • Survival analysis in cardiac transplantation and how to optimize the match between donors and recipients.
  • Decision support for medical images e.g. whole body bone scintigraphy for prostate cancer patients.

 

Recent research outputs

Sarah Lindgren Belal, Sadik, M., Kaboteh, R., Hasani, N., Enqvist, O., Svärm, L., Kahl, F., Simonsen, J., Poulsen, M. H., Mattias Ohlsson, Høilund-Carlsen, P. F., Edenbrandt, L. & Elin Trägårdh 2017 Dec 1 In : EJNMMI Research. 7, 1, 15

Research output: Contribution to journalArticle

Gummeson, A., Ida Arvidsson, Mattias Ohlsson, Niels C. Overgaard, Agnieszka Krzyzanowska, Anders Heyden, Anders Bjartell & Kalle Aström 2017 Medical Imaging 2017: Digital Pathology. SPIE, Vol. 10140, 101400S

Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceeding

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