Mira Valkonen

According to our database, Mira Valkonen authored at least 5 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Deformation equivariant cross-modality image synthesis with paired non-aligned training data.

Joel Honkamaa, Umair Khan, Sonja Koivukoski, Mira Valkonen, Leena Latonen, Pekka Ruusuvuori, Pekka Marttinen

Medical Image Anal., December, 2023

The effect of neural network architecture on virtual H&E staining: Systematic assessment of histological feasibility.

Umair Khan, Sonja Koivukoski, Mira Valkonen, Leena Latonen, Pekka Ruusuvuori

Patterns, May, 2023

2021

Generalized Fixation Invariant Nuclei Detection Through Domain Adaptation Based Deep Learning.

Mira Valkonen, Gunilla Högnäs, G. Steven Bova, Pekka Ruusuvuori

IEEE J. Biomed. Health Informatics, 2021

2020

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, Ville Muhonen, Anna Saxlin, Teemu Tolonen, Matti Nykter, Pekka Ruusuvuori

IEEE Trans. Medical Imaging, 2020

2017

Dual Structured Convolutional Neural Network with Feature Augmentation for Quantitative Characterization of Tissue Histology.

Mira Valkonen, Kimmo Kartasalo, Kaisa Liimatainen, Matti Nykter, Leena Latonen, Pekka Ruusuvuori

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017