Leena Latonen

17 papers B 1C 1Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Staining normalization in histopathology: Method benchmarking using multicenter dataset.
CoRR
Umair Khan, Jouni Härkönen, Marjukka Friman, Leena Latonen, Teijo Kuopio, Pekka Ruusuvuori
2024 J jnl
The ACROBAT 2022 challenge: Automatic registration of breast cancer tissue.
Medical Image Anal.
Philippe Weitz, Masi Valkonen, Leslie Solorzano, Circe Carr, Kimmo Kartasalo, Constance Boissin, Sonja Koivukoski, Aino Kuusela, Dusan Rasic, Yanbo Feng, Sandra Kristiane Sinius Pouplier, Abhinav Sharma, Kajsa Ledesma Eriksson, Stephanie Robertson, Christian Marzahl, Chandler D. Gatenbee, Alexander R. A. Anderson, Marek Wodzinski, Artur Jurgas, Niccolò Marini, Manfredo Atzori, Henning Müller, Daniel Budelmann, Nick Weiss, Stefan Heldmann, Johannes Lotz, Jelmer M. Wolterink, Bruno De Santi, Abhijeet Patil, Amit Sethi, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Mahtab Farrokh, Neeraj Kumar, Russell Greiner, Leena Latonen, Anne-Vibeke Laenkholm, Johan Hartman, Pekka Ruusuvuori, Mattias Rantalainen
2023 J jnl
Deformation equivariant cross-modality image synthesis with paired non-aligned training data.
Medical Image Anal.
Joel Honkamaa, Umair Khan, Sonja Koivukoski, Mira Valkonen, Leena Latonen, Pekka Ruusuvuori, Pekka Marttinen
2023 J jnl
The ACROBAT 2022 Challenge: Automatic Registration Of Breast Cancer Tissue.
CoRR
Philippe Weitz, Masi Valkonen, Leslie Solorzano, Circe Carr, Kimmo Kartasalo, Constance Boissin, Sonja Koivukoski, Aino Kuusela, Dusan Rasic, Yanbo Feng, Sandra Kristiane Sinius Pouplier, Abhinav Sharma, Kajsa Ledesma Eriksson, Stephanie Robertson, Christian Marzahl, Chandler D. Gatenbee, Alexander R. A. Anderson, Marek Wodzinski, Artur Jurgas, Niccolò Marini, Manfredo Atzori, Henning Müller, Daniel Budelmann, Nick Weiss, Stefan Heldmann, Johannes Lotz, Jelmer M. Wolterink, Bruno De Santi, Abhijeet Patil, Amit Sethi, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Mahtab Farrokh, Neeraj Kumar, Russell Greiner, Leena Latonen, Anne-Vibeke Laenkholm, Johan Hartman, Pekka Ruusuvuori, Mattias Rantalainen
2023 J jnl
The effect of neural network architecture on virtual H&E staining: Systematic assessment of histological feasibility.
Patterns
Umair Khan, Sonja Koivukoski, Mira Valkonen, Leena Latonen, Pekka Ruusuvuori
2022 J jnl
ACROBAT - a multi-stain breast cancer histological whole-slide-image data set from routine diagnostics for computational pathology.
CoRR
Philippe Weitz, Masi Valkonen, Leslie Solorzano, Circe Carr, Kimmo Kartasalo, Constance Boissin, Sonja Koivukoski, Aino Kuusela, Dusan Rasic, Yanbo Feng, Sandra Kristiane Sinius Pouplier, Abhinav Sharma, Kajsa Ledesma Eriksson, Leena Latonen, Anne-Vibeke Laenkholm, Johan Hartman, Pekka Ruusuvuori, Mattias Rantalainen
2022 J jnl
Deformation equivariant cross-modality image synthesis with paired non-aligned training data.
CoRR
Joel Honkamaa, Umair Khan, Sonja Koivukoski, Leena Latonen, Pekka Ruusuvuori, Pekka Marttinen
2021 J jnl
A systematic comparison of data- and knowledge-driven approaches to disease subtype discovery.
Briefings Bioinform.
Teemu J. Rintala, Antonio Federico, Leena Latonen, Dario Greco, Vittorio Fortino
2020 J jnl
ANHIR: Automatic Non-Rigid Histological Image Registration Challenge.
IEEE Trans. Medical Imaging
Jirí Borovec, Jan Kybic, Ignacio Arganda-Carreras, Dmitry V. Sorokin, Gloria Bueno, Alexander V. Khvostikov, Spyridon Bakas, Eric I-Chao Chang, Stefan Heldmann, Kimmo Kartasalo, Leena Latonen, Johannes Lotz, Michelle Noga, Sarthak Pati, Kumaradevan Punithakumar, Pekka Ruusuvuori, Andrzej Skalski, Nazanin Tahmasebi, Masi Valkonen, Ludovic Venet, Yizhe Wang, Nick Weiss, Marek Wodzinski, Yu Xiang, Yan Xu, Yan Yan, Paul A. Yushkevich, Shengyu Zhao, Arrate Muñoz-Barrutia
2020 J jnl
Virtual reality for 3D histology: multi-scale visualization of organs with interactive feature exploration.
CoRR
Kaisa Liimatainen, Leena Latonen, Masi Valkonen, Kimmo Kartasalo, Pekka Ruusuvuori
2019 — conf
3D-Printed Whole Prostate Models with Tumor Hotspots Using Dual-Extruder Printer.
EMBC
Kaisa Liimatainen, Leena Latonen, Kimmo Kartasalo, Pekka Ruusuvuori
2019 J jnl
Iterative unsupervised domain adaptation for generalized cell detection from brightfield z-stacks.
BMC Bioinform.
Kaisa Liimatainen, Lauri Kananen, Leena Latonen, Pekka Ruusuvuori
2018 J jnl
Comparative analysis of tissue reconstruction algorithms for 3D histology.
Bioinform.
Kimmo Kartasalo, Leena Latonen, Jorma Vihinen, Tapio Visakorpi, Matti Nykter, Pekka Ruusuvuori
2017 — conf
Dual Structured Convolutional Neural Network with Feature Augmentation for Quantitative Characterization of Tissue Histology.
ICCV Workshops
Mira Valkonen, Kimmo Kartasalo, Kaisa Liimatainen, Matti Nykter, Leena Latonen, Pekka Ruusuvuori
2016 B conf
Benchmarking of algorithms for 3D tissue reconstruction.
ICIP
Kimmo Kartasalo, Leena Latonen, Tapio Visakorpi, Matti Nykter, Pekka Ruusuvuori
2016 — conf
Supervised method for cell counting from bright field focus stacks.
ISBI
Kaisa Liimatainen, Pekka Ruusuvuori, Leena Latonen, Heikki Huttunen
2015 C conf
Training based cell detection from bright-field microscope images.
ISPA
Tuomas Tikkanen, Pekka Ruusuvuori, Leena Latonen, Heikki Huttunen