Pekka Ruusuvuori
Orcid: 0000-0001-9086-9591
According to our database1,
Pekka Ruusuvuori
authored at least 45 papers
between 2005 and 2023.
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Bibliography
2023
Deformation equivariant cross-modality image synthesis with paired non-aligned training data.
Medical Image Anal., December, 2023
The effect of neural network architecture on virtual H&E staining: Systematic assessment of histological feasibility.
Patterns, May, 2023
Improving Performance in Colorectal Cancer Histology Decomposition using Deep and Ensemble Machine Learning.
CoRR, 2023
Physical Color Calibration of Digital Pathology Scanners for Robust Artificial Intelligence Assisted Cancer Diagnosis.
CoRR, 2023
CoRR, 2023
2022
Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer.
CoRR, 2022
ACROBAT - a multi-stain breast cancer histological whole-slide-image data set from routine diagnostics for computational pathology.
CoRR, 2022
Deformation equivariant cross-modality image synthesis with paired non-aligned training data.
CoRR, 2022
2021
Generalized Fixation Invariant Nuclei Detection Through Domain Adaptation Based Deep Learning.
IEEE J. Biomed. Health Informatics, 2021
OpenPhi: an interface to access Philips iSyntax whole slide images for computational pathology.
Bioinform., 2021
2020
Cytokeratin-Supervised Deep Learning for Automatic Recognition of Epithelial Cells in Breast Cancers Stained for ER, PR, and Ki-67.
IEEE Trans. Medical Imaging, 2020
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
CoRR, 2019
Iterative unsupervised domain adaptation for generalized cell detection from brightfield z-stacks.
BMC Bioinform., 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
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
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
Data-Driven Approach to Benthic Cover Type Classification Using Bathymetric LiDAR Waveform Analysis.
Remote. Sens., 2015
Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015
2013
Multi-scale Gaussian representation and outline-learning based cell image segmentation.
BMC Bioinform., 2013
The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013
Graph cut and image intensity-based splitting improves nuclei segmentation in high-content screening.
Proceedings of the Image Processing: Algorithms and Systems XI, 2013
2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Application independent greedy particle tracking method for 3D fluorescence microscopy image series.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2010
Evaluation of methods for detection of fluorescence labeled subcellular objects in microscope images.
BMC Bioinform., 2010
Bioinform., 2010
Proceedings of the International Conference on Image Processing, 2010
2008
Synthetic Images of High-Throughput Microscopy for Validation of Image Analysis Methods.
Proc. IEEE, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Object detection for dynamic adaptation of interconnections in inkjet printed electronics.
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Computational Framework for Simulating Fluorescence Microscope Images With Cell Populations.
IEEE Trans. Medical Imaging, 2007
Computational Methods for Estimation of Cell Cycle Phase Distributions of Yeast Cells.
EURASIP J. Bioinform. Syst. Biol., 2007
2006
Proceedings of the Image Processing: Algorithms and Systems IV, 2006
Three-Dimensional Digital Image Analysis of Immunostained Neurons in Thick Tissue Sections.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Proceedings of the 2005 International Conference on Image Processing, 2005