Mira Valkonen

Tampere, Finland

Last Updated: 09/26/2026

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Found 12 publications

Digitalization of pathology in a multicenter setup: A user experience study and comparison of two alternative implementation strategies.

Digitalization of pathology in a multicenter setup: A user experience study and comparison of two alternative implementation strategies.

Journal: Pathology, research and practice

Published: February 10, 2025

A systematic approach to study the effects of acquisition parameters and biological factors on computerized mammography analysis using ex vivo human tissue: A protocol description.

A systematic approach to study the effects of acquisition parameters and biological factors on computerized mammography analysis using ex vivo human tissue: A protocol description.

Journal: PloS one

Published: August 20, 2024

Deep learning transforms colorectal cancer biomarker prediction from histopathology images.

Deep learning transforms colorectal cancer biomarker prediction from histopathology images.

Journal: Cancer cell

Published: August 10, 2023

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

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

Journal: Patterns (New York, N.Y.)

Published: October 27, 2022

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

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

Journal: Medical image analysis

Published: August 25, 2022

Spatial analysis of histology in 3D: quantification and visualization of organ and tumor level tissue environment.

Spatial analysis of histology in 3D: quantification and visualization of organ and tumor level tissue environment.

Journal: Heliyon

Published: October 27, 2021

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

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

Journal: IEEE journal of biomedical and health informatics

Published: November 19, 2020

Cytokeratin-Supervised Deep Learning for Automatic Recognition of Epithelial Cells in Breast Cancers Stained for ER, PR, and Ki-67.

Cytokeratin-Supervised Deep Learning for Automatic Recognition of Epithelial Cells in Breast Cancers Stained for ER, PR, and Ki-67.

Journal: IEEE transactions on medical imaging

Published: August 10, 2019

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer.

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer.

Journal: JAMA

Published: December 14, 2017

Metastasis detection from whole slide images using local features and random forests.

Metastasis detection from whole slide images using local features and random forests.

Journal: Cytometry. Part A : the journal of the International Society for Analytical Cytology

Published: April 21, 2017

Analysis of spatial heterogeneity in normal epithelium and preneoplastic alterations in mouse prostate tumor models.

Analysis of spatial heterogeneity in normal epithelium and preneoplastic alterations in mouse prostate tumor models.

Journal: Scientific reports

Published: December 28, 2016

Feature-based analysis of mouse prostatic intraepithelial neoplasia in histological tissue sections.

Feature-based analysis of mouse prostatic intraepithelial neoplasia in histological tissue sections.

Journal: Journal of pathology informatics

Published: December 03, 2015

Showing 1-12 of 12

Last Updated: 09/26/2026