Mira Valkonen

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 5

Top Topics

Histopathological Images

Convolutional Neural Network

Weakly Supervised

Top Venues

IEEE J. Biomed. Health Informatics

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

Joel Honkamaa, Umair Khan, Sonja Koivukoski, Mira Valkonen, Leena Latonen, Pekka Ruusuvuori, Pekka Marttinen
Deformation equivariant cross-modality image synthesis with paired non-aligned training data. Medical Image Anal. 90 (2023)
Umair Khan, Sonja Koivukoski, Mira Valkonen, Leena Latonen, Pekka Ruusuvuori
The effect of neural network architecture on virtual H&E staining: Systematic assessment of histological feasibility. Patterns 4 (5) (2023)
Mira Valkonen, Gunilla Högnäs, G. Steven Bova, Pekka Ruusuvuori
Generalized Fixation Invariant Nuclei Detection Through Domain Adaptation Based Deep Learning. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Mira Valkonen, Jorma Isola, Onni Ylinen, Ville Muhonen, Anna Saxlin, Teemu Tolonen, Matti Nykter, Pekka Ruusuvuori
Cytokeratin-Supervised Deep Learning for Automatic Recognition of Epithelial Cells in Breast Cancers Stained for ER, PR, and Ki-67. IEEE Trans. Medical Imaging 39 (2) (2020)
Mira Valkonen, Kimmo Kartasalo, Kaisa Liimatainen, Matti Nykter, Leena Latonen, Pekka Ruusuvuori
Dual Structured Convolutional Neural Network with Feature Augmentation for Quantitative Characterization of Tissue Histology. ICCV Workshops (2017)