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Author Details
Full Name
Mira Valkonen
Affiliation
Tampere University
ORCID
Career Start Year
2016
Papers
9
H Index
6
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
37223268
The effect of neural network architecture on virtual H&E staining: Systematic assessment of histological feasibility.
Patterns (N Y)
2023
37652005
Deep learning transforms colorectal cancer biomarker prediction from histopathology images.
Cancer Cell
2023
35128089
Spatial analysis of histology in 3D: quantification and visualization of organ and tumor level tissue environment.
Heliyon
2022
33211668
Generalized Fixation Invariant Nuclei Detection Through Domain Adaptation Based Deep Learning.
IEEE J Biomed Health Inform
2021
31398111
Cytokeratin-Supervised Deep Learning for Automatic Recognition of Epithelial Cells in Breast Cancers Stained for ER, PR, and Ki-67.
IEEE Trans Med Imaging
2020
29234806
Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer.
JAMA
2017
28426134
Metastasis detection from whole slide images using local features and random forests.
Cytometry A
2017
28317907
Analysis of spatial heterogeneity in normal epithelium and preneoplastic alterations in mouse prostate tumor models.
Sci Rep
2017
26955503
Feature-based analysis of mouse prostatic intraepithelial neoplasia in histological tissue sections.
J Pathol Inform
2016
1 - 9 of 9
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