Deep learning based tissue analysis predicts outcome in colorectal cancer von Bychkov, Dmitrii, Linder, Nina, Turkki, Riku, Nordling, Stig, Kovanen, Panu E., Verrill, Clare, Walliander, Margarita, Lundin, Mikael, Haglund, Caj, Lundin, Johan

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A malaria diagnostic tool based on computer vision screening and visualization of Plasmodium falciparum candidate areas in digitized blood smears von Linder, Nina, Turkki, Riku, Walliander, Margarita, Mårtensson, Andreas, Diwan, Vinod, Rahtu, Esa, Pietikäinen, Matti, Lundin, Mikael, Lundin, Johan

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Point-of-care mobile digital microscopy and deep learning for the detection of soil-transmitted helminths and Schistosoma haematobium von Holmström, Oscar, Linder, Nina, Ngasala, Billy, Mårtensson, Andreas, Linder, Ewert, Lundin, Mikael, Moilanen, Hannu, Suutala, Antti, Diwan, Vinod, Lundin, Johan

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A deep learning–based algorithm for tall cell detection in papillary thyroid carcinoma von Stenman, Sebastian, Linder, Nina, Lundin, Mikael, Haglund, Caj, Arola, Johanna, Lundin, Johan

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Deep learning identifies morphological features in breast cancer predictive of cancer ERBB2 status and trastuzumab treatment efficacy von Bychkov, Dmitrii, Linder, Nina, Tiulpin, Aleksei, Kücükel, Hakan, Lundin, Mikael, Nordling, Stig, Sihto, Harri, Isola, Jorma, Lehtimäki, Tiina, Kellokumpu-Lehtinen, Pirkko-Liisa, von Smitten, Karl, Joensuu, Heikki, Lundin, Johan

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Identification of tumor epithelium and stroma in tissue microarrays using texture analysis von Linder, Nina, Konsti, Juho, Turkki, Riku, Rahtu, Esa, Lundin, Mikael, Nordling, Stig, Haglund, Caj, Ahonen, Timo, Pietikäinen, Matti, Lundin, Johan

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Diagnosis of soil-transmitted helminth infections with digital mobile microscopy and artificial intelligence in a resource-limited setting von Lundin, Johan, Suutala, Antti, Holmström, Oscar, Henriksson, Samuel, Valkamo, Severi, Kaingu, Harrison, Kinyua, Felix, Muinde, Martin, Lundin, Mikael, Diwan, Vinod, Mårtensson, Andreas, Linder, Nina

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A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy von Holmstrom, Oscar, Stenman, Sebastian, Suutala, Antti, Moilanen, Hannu, Kucukel, Hakan, Ngasala, Billy, Martensson, Andreas, Mhamilawa, Lwidiko, Aydin-Schmidt, Berit, Lundin, Mikael, Diwan, Vinod, Linder, Nina, Lundin, Johan

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Detection of breast cancer lymph node metastases in frozen sections with a point-of-care low-cost microscope scanner von Holmström, Oscar, Linder, Nina, Moilanen, Hannu, Suutala, Antti, Nordling, Stig, Ståhls, Anders, Lundin, Mikael, Diwan, Vinod, Lundin, Johan

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AI-Supported Digital Microscopy Diagnostics in Primary Health Care Laboratories: Protocol for a Scoping Review von von Bahr, Joar, Diwan, Vinod, Mårtensson, Andreas, Linder, Nina, Lundin, Johan

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On-chip imaging of Schistosoma haematobium eggs in urine for diagnosis by computer vision von Linder, Ewert, Grote, Anne, Varjo, Sami, Linder, Nina, Lebbad, Marianne, Lundin, Mikael, Diwan, Vinod, Hannuksela, Jari, Lundin, Johan

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Antibody-supervised deep learning for quantification of tumor-infiltrating immune cells in hematoxylin and eosin stained breast cancer samples von Turkki, Riku, Linder, Nina, Kovanen, Panu E., Pellinen, Teijo, Lundin, Johan

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High relative amount of nodular calcification in femoral plaques is associated with milder lower extremity arterial disease von Azeez, Mae, Laivuori, Mirjami, Tolva, Johanna, Linder, Nina, Lundin, Johan, Albäck, Anders, Venermo, Maarit, Mäyränpää, Mikko I, Lokki, Marja-Liisa, Lokki, A Inkeri, Sinisalo, Juha

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External validation of a deep learning-based algorithm for detection of tall cells in papillary thyroid carcinoma: A multicenter study von Stenman, Sebastian, Bétrisey, Sylvain, Vainio, Paula, Huvila, Jutta, Lundin, Mikael, Linder, Nina, Schmitt, Anja, Perren, Aurel, Dettmer, Matthias S., Haglund, Caj, Arola, Johanna, Lundin, Johan

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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 von Holmström, Oscar, Linder, Nina, Lundin, Mikael, Moilanen, Hannu, Suutala, Antti, Turkki, Riku, Joensuu, Heikki, Isola, Jorma, Diwan, Vinod, Lundin, Johan

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Long-term prognosis of breast cancer detected by mammography screening or other methods von Lehtimäki, Tiina, Lundin, Mikael, Linder, Nina, Sihto, Harri, Holli, Kaija, Turpeenniemi-Hujanen, Taina, Kataja, Vesa, Isola, Jorma, Joensuu, Heikki, Lundin, Johan

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Xanthine oxidoreductase – Clinical significance in colorectal cancer and in vitro expression of the protein in human colon cancer cells von Linder, Nina, Martelin, Eeva, Lundin, Mikael, Louhimo, Johanna, Nordling, Stig, Haglund, Caj, Lundin, Johan

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T-cell Subsets in Peripheral Blood and Tumors of Patients Treated With Oncolytic Adenoviruses von Kristian, Taipale, Ilkka, Liikanen, Juuso, Juhila, Aila, Karioja-Kallio, Minna, Oksanen, Riku, Turkki, Nina, Linder, Johan, Lundin, Ari, Ristimäki, Anna, Kanerva, Anniina, Koski, Timo, Joensuu, Markus, Vähä-Koskela, Akseli, Hemminki

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Outcome and biomarker supervised deep learning for survival prediction in two multicenter breast cancer series von Bychkov, Dmitrii, Joensuu, Heikki, Nordling, Stig, Tiulpin, Aleksei, Kücükel, Hakan, Lundin, Mikael, Sihto, Harri, Isola, Jorma, Lehtimäki, Tiina, Kellokumpu-Lehtinen, Pirkko-Liisa, von Smitten, Karl, Lundin, Johan, Linder, Nina

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Osteoid Metaplasia in Femoral Artery Plaques Is Associated With the Clinical Severity of Lower Extremity Artery Disease in Men von Laivuori, Mirjami, Tolva, Johanna, Lokki, A. Inkeri, Linder, Nina, Lundin, Johan, Paakkanen, Riitta, Alback, Anders, Venermo, Maarit, Mayranpaa, Mikko I., Lokki, Marja-Liisa, Sinisalo, Juha

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