Antibody-supervised deep learning for quantification of tumor-infiltrating immune cells in hematoxylin and eosin stained breast cancer samples

by Riku Turkki, Nina Linder, Panu E Kovanen, Teijo Pellinen, Johan Lundin
Published 2016-01-01

Detection of breast cancer lymph node metastases in frozen sections with a point-of-care low-cost microscope scanner.

by Oscar Holmström, Nina Linder, Hannu Moilanen, Antti Suutala, Stig Nordling, Anders Ståhls, Mikael Lundin, Vinod Diwan, Johan Lundin
Published 2019-01-01

A malaria diagnostic tool based on computer vision screening and visualization of Plasmodium falciparum candidate areas in digitized blood smears.

by Nina Linder, Riku Turkki, Margarita Walliander, Andreas Mårtensson, Vinod Diwan, Esa Rahtu, Matti Pietikäinen, Mikael Lundin, Johan Lundin
Published 2014-01-01

On-chip imaging of Schistosoma haematobium eggs in urine for diagnosis by computer vision.

by Ewert Linder, Anne Grote, Sami Varjo, Nina Linder, Marianne Lebbad, Mikael Lundin, Vinod Diwan, Jari Hannuksela, Johan Lundin
Published 2013-01-01

Point-of-care mobile digital microscopy and deep learning for the detection of soil-transmitted helminths and Schistosoma haematobium

by Oscar Holmström, Nina Linder, Billy Ngasala, Andreas Mårtensson, Ewert Linder, Mikael Lundin, Hannu Moilanen, Antti Suutala, Vinod Diwan, Johan Lundin
Published 2017-06-01

Quantification of Estrogen Receptor-Alpha Expression in Human Breast Carcinomas With a Miniaturized, Low-Cost Digital Microscope: A Comparison with a High-End Whole Slide-Scanner.

by Oscar Holmström, Nina Linder, Mikael Lundin, Hannu Moilanen, Antti Suutala, Riku Turkki, Heikki Joensuu, Jorma Isola, Vinod Diwan, Johan Lundin
Published 2015-01-01

A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy.

by Oscar Holmström, Sebastian Stenman, Antti Suutala, Hannu Moilanen, Hakan Kücükel, Billy Ngasala, Andreas Mårtensson, Lwidiko Mhamilawa, Berit Aydin-Schmidt, Mikael Lundin, Vinod Diwan, Nina Linder, Johan Lundin
Published 2020-01-01

Deep learning identifies morphological features in breast cancer predictive of cancer ERBB2 status and trastuzumab treatment efficacy

by Dmitrii Bychkov, Nina Linder, Aleksei Tiulpin, Hakan Kücükel, Mikael Lundin, Stig Nordling, Harri Sihto, Jorma Isola, Tiina Lehtimäki, Pirkko-Liisa Kellokumpu-Lehtinen, Karl von Smitten, Heikki Joensuu, Johan Lundin
Published 2021-02-01

Osteoid Metaplasia in Femoral Artery Plaques Is Associated With the Clinical Severity of Lower Extremity Artery Disease in Men

by Mirjami Laivuori, Johanna Tolva, A. Inkeri Lokki, A. Inkeri Lokki, A. Inkeri Lokki, Nina Linder, Johan Lundin, Johan Lundin, Riitta Paakkanen, Riitta Paakkanen, Anders Albäck, Maarit Venermo, Mikko I. Mäyränpää, Marja-Liisa Lokki, Juha Sinisalo
Published 2020-12-01