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Titel:

Deep learning for medical image analysis: a brief introduction.

Dokumenttyp:
Journal Article; Review
Autor(en):
Wiestler, Benedikt; Menze, Bjoern
Abstract:
Advances in deep learning have led to the development of neural network algorithms which today rival human performance in vision tasks, such as image classification or segmentation. Translation of these techniques into clinical science has also significantly advanced image analysis in neuro-oncology. This has created a need in the neuro-oncology community for understanding the mechanisms behind neural networks and deep learning, as close interaction of computer scientists and neuro-oncology rese...     »
Zeitschriftentitel:
Neurooncol Adv
Jahr:
2020
Band / Volume:
2
Heft / Issue:
Suppl 4
Seitenangaben Beitrag:
iv35-iv41
Volltext / DOI:
doi:10.1093/noajnl/vdaa092
PubMed:
http://view.ncbi.nlm.nih.gov/pubmed/33521639
TUM Einrichtung:
Fachgebiet Neuroradiologie (Prof. Zimmer)
 BibTeX