Kimmo Kartasalo

Orcid: 0000-0002-9470-4783

According to our database1, Kimmo Kartasalo authored at least 19 papers between 2015 and 2024.

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Bibliography

2024
The ACROBAT 2022 challenge: Automatic registration of breast cancer tissue.
Medical Image Anal., 2024

2023
RegiSTORM: channel registration for multi-color stochastic optical reconstruction microscopy.
BMC Bioinform., December, 2023

Physical Color Calibration of Digital Pathology Scanners for Robust Artificial Intelligence Assisted Cancer Diagnosis.
CoRR, 2023

2022
ACROBAT - a multi-stain breast cancer histological whole-slide-image data set from routine diagnostics for computational pathology.
CoRR, 2022

Transcriptome-wide prediction of prostate cancer gene expression from histopathology images using co-expression-based convolutional neural networks.
Bioinform., 2022

2021
Machine Learning and 3D Reconstruction Methods for Computational Pathology.
PhD thesis, 2021

OpenPhi: an interface to access Philips iSyntax whole slide images for computational pathology.
Bioinform., 2021

2020
ANHIR: Automatic Non-Rigid Histological Image Registration Challenge.
IEEE Trans. Medical Imaging, 2020

Predicting molecular phenotypes from histopathology images: a transcriptome-wide expression-morphology analysis in breast cancer.
CoRR, 2020

Detection of Perineural Invasion in Prostate Needle Biopsies with Deep Neural Networks.
CoRR, 2020

Virtual reality for 3D histology: multi-scale visualization of organs with interactive feature exploration.
CoRR, 2020

2019
The importance of study design in the application of artificial intelligence methods in medicine.
npj Digit. Medicine, 2019

Pathologist-Level Grading of Prostate Biopsies with Artificial Intelligence.
CoRR, 2019

3D-Printed Whole Prostate Models with Tumor Hotspots Using Dual-Extruder Printer.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Comparative analysis of tissue reconstruction algorithms for 3D histology.
Bioinform., 2018

2017
Dual Structured Convolutional Neural Network with Feature Augmentation for Quantitative Characterization of Tissue Histology.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016
A software tool for studying the size and shape of human cardiomyocytes.
Biomed. Signal Process. Control., 2016

Benchmarking of algorithms for 3D tissue reconstruction.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
CytoSpectre: a tool for spectral analysis of oriented structures on cellular and subcellular levels.
BMC Bioinform., 2015


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