André Pedersen

today's publication

1. Book chapter

   Artificial Intelligence in Studies of Malignant Tumours

   André Pedersen, Ingerid Reinertsen, Emiel Janssen, and Marit Valla

   In book: Biomarkers of the Tumor Microenvironment Jan 2022

   Abs Bib

   With the introduction of digital pathology and artificial intelligence (AI)-based methods, we may be facing a new era in cancer diagnostics and prognostication. AI can assist pathologists in labour-intensive tasks and potentially discover new features currently not detected and characterized in routine diagnostics. As entire digital histopathological sections can be included in the analysis, AI can be used both to study the epithelial component of a tumour and the microenvironment. Most state-of-the-art AI approaches used for image analysis utilize multi-step pipelines. AI-based methods have shown promising results in a wide range of clinically relevant tasks. It is, however, important to be aware of some challenges and limitations, such as the lack of generalizability of AI-based models, and the importance of understanding the reason behind a conclusion.

   @article{pedersen2022aichapter,
     abbr = {Book chapter},
     author = {Pedersen, André and Reinertsen, Ingerid and Janssen, Emiel and Valla, Marit},
     year = {2022},
     month = jan,
     pages = {365--375},
     title = {Artificial Intelligence in Studies of Malignant Tumours},
     journal = {In book: Biomarkers of the Tumor Microenvironment},
     booktitle = {Biomarkers of the Tumor Microenvironment},
     isbn = {978-3-030-98949-1},
     doi = {doi.org/10.1007/978-3-030-98950-7_21},
     url = {https://doi.org/10.1007/978-3-030-98950-7_21},
     publisher = {Springer International Publishing},
     address = {Cham},
     rgvalue = {11},
     bibtex_show = {true}
   }