Concepedia

Author

Mira Valkonen

Tampere University

Also Known As

Mira Valkonen, Valkonen Mira

22

Publications

3.4K

Citations

10

H-Index

33

Concepts

All Affiliations

Tampere UniversityTampere University HospitalFimlab (Finland)University of Turku
MV

About

Mira Valkonen is an author at Tampere University specializing in medical image computing, histopathology, and digital pathology.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

4

4

108

2

Medicine

3

3

97

3

Health Sciences

1

1

11

4

Biomedical Engineering

1

1

11

5

Biostatistics

1

1

17

Mira Valkonen

×

10

Publications

3.4K

Citations

10

H-Index

YearCitations

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,

JAMA

2017

3.2K

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,

IEEE Transactions on Medical Imaging

2019

63

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

Mira Valkonen, Kimmo Kartasalo, Kaisa Liimatainen,

Cytometry Part A

2017

51

Generalized Fixation Invariant Nuclei Detection Through Domain Adaptation Based Deep Learning

Mira Valkonen, Gunilla Högnäs, G. Steven Bova,

IEEE Journal of Biomedical and Health Informatics

2020

17

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

Umair Khan, Sonja Koivukoski, Mira Valkonen,

Patterns

2023

17

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

Pekka Ruusuvuori, Masi Valkonen, Kimmo Kartasalo,

Heliyon

2022

16

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

Mira Valkonen, Pekka Ruusuvuori, Kimmo Kartasalo,

Scientific Reports

2017

13

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

Mira Valkonen, Kimmo Kartasalo, Kaisa Liimatainen,

2017

11

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

Joel Honkamaa, Umair Khan, Sonja Koivukoski,

Medical Image Analysis

2023

11

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

Pekka Ruusuvuori, Mira Valkonen, Matti Nykter,

Journal of Pathology Informatics

2016

10

Page 1