Concepedia
Statistics
Publications
10
Citations
3.5K
H-Index
Active since
2016
Affiliations
Tampere University(Current)
Tampere University Hospital
Fimlab (Finland)
University of Turku
Mira Valkonen is an author at Tampere University specializing in pathology, medicine, and medical image analysis.
Publications per year
2016–2023
Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer
Babak Ehteshami Bejnordi, Mitko Veta, Paul Johannes van Diest et al. · JAMA · 2017 · 3.3K citations · Full text
Medicine, Computer Science, Pathology +17
Cytokeratin-Supervised Deep Learning for Automatic Recognition of Epithelial Cells in Breast Cancers Stained for ER, PR, and Ki-67
Mira Valkonen, Jorma Isola, Onni Ylinen et al. · IEEE Transactions on Medical Imaging · 2019 · 66 citations
Medicine, Oncology, Pathology +13
Metastasis detection from whole slide images using local features and random forests
Mira Valkonen, Kimmo Kartasalo, Kaisa Liimatainen et al. · Cytometry Part A · 2017 · 51 citations
Computing, Computer Science, Pathology +17
The effect of neural network architecture on virtual H&E staining: Systematic assessment of histological feasibility
Umair Khan, Sonja Koivukoski, Mira Valkonen et al. · Patterns · 2023 · 24 citations · Full text
Medicine, Biomedical Engineering, Pathology +17
Spatial analysis of histology in 3D: quantification and visualization of organ and tumor level tissue environment
Pekka Ruusuvuori, Masi Valkonen, Kimmo Kartasalo et al. · Heliyon · 2022 · 20 citations · Full text
Medicine, Oncology, Pathology +17
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