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 deep convolutional neural network for efficient microglia detection von Suleymanova, Ilida, Bychkov, Dmitrii, Kopra, Jaakko

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Author Correction: A deep convolutional neural network for efficient microglia detection von Suleymanova, Ilida, Bychkov, Dmitrii, Kopra, Jaakko

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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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Genome-Wide Analysis of Evolutionary Markers of Human Influenza A(H1N1)pdm09 and A(H3N2) Viruses May Guide Selection of Vaccine Strain Candidates von Belanov, Sergei S, Bychkov, Dmitrii, Benner, Christian, Ripatti, Samuli, Ojala, Teija, Kankainen, Matti, Kai Lee, Hong, Wei-Tze Tang, Julian, Kainov, Denis E

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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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Breeze: an integrated quality control and data analysis application for high-throughput drug screening von Potdar, Swapnil, Ianevski, Aleksandr, Mpindi, John-Patrick, Bychkov, Dmitrii, Fiere, Clément, Ianevski, Philipp, Yadav, Bhagwan, Wennerberg, Krister, Aittokallio, Tero, Kallioniemi, Olli, Saarela, Jani, Östling, Päivi

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Systems pathology by multiplexed immunohistochemistry and whole-slide digital image analysis von Blom, Sami, Paavolainen, Lassi, Bychkov, Dmitrii, Turkki, Riku, Mäki-Teeri, Petra, Hemmes, Annabrita, Välimäki, Katja, Lundin, Johan, Kallioniemi, Olli, Pellinen, Teijo

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Antibody Supervised Training of a Deep Learning Based Algorithm for Leukocyte Segmentation in Papillary Thyroid Carcinoma von Stenman, Sebastian, Bychkov, Dmitrii, Kucukel, Hakan, Linder, Nina, Haglund, Caj, Arola, Johanna, Lundin, Johan

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Abstract 5718: Outcome prediction in colorectal cancer using digitized tumor samples and machine learning von Bychkov, Dmitrii, Turkki, Riku, Haglund, Caj, Linder, Nina, Lundin, Johan

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JAK1/2 and BCL2 inhibitors synergize to counteract bone marrow stromal cell–induced protection of AML von Karjalainen, Riikka, Pemovska, Tea, Popa, Mihaela, Liu, Minxia, Javarappa, Komal K., Majumder, Muntasir M., Yadav, Bhagwan, Tamborero, David, Tang, Jing, Bychkov, Dmitrii, Kontro, Mika, Parsons, Alun, Suvela, Minna, Mayoral Safont, Mireia, Porkka, Kimmo, Aittokallio, Tero, Kallioniemi, Olli, McCormack, Emmet, Gjertsen, Bjørn T., Wennerberg, Krister, Knowles, Jonathan, Heckman, Caroline A.

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О возможных путях миграций человека на территорию Нижнего Приобья в каменном веке von Zolnikov, Ivan D, Anoikin, Anton A, Makarov, Sergei S, Postnov, Alexander V, Rezvyi, Anton S, Glushkova, Nadezhda V, Bychkov, Dmitrii A, Tupakhin, Daniel S, Vybornov, Anton V

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Abstract 673: Exploration of tissue morphologies in breast cancer samples using unsupervised machine learning von Turkki, Riku, Bychkov, Dmitrii, Linder, Nina, Isola, Jorma, Joensuu, Heikki, Lundin, Johan

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Impact of normalization methods on high-throughput screening data with high hit rates and drug testing with dose-response data von Mpindi, John-Patrick, Swapnil, Potdar, Dmitrii, Bychkov, Jani, Saarela, Saeed, Khalid, Wennerberg, Krister, Aittokallio, Tero, Östling, Päivi, Kallioniemi, Olli

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Akt Inhibitor MK2206 Prevents Influenza pH1N1 Virus Infection In Vitro von DENISOVA, Oxana V, SÖDERHOLM, Sandra, NYMAN, Tuula A, MATIKAINEN, Sampsa, KALLIONIEMI, Olli, JULKUNEN, Ilkka, MULLER, Claude P, SAELENS, Xavier, VERKHUSHA, Vladislav V, KAINOV, Denis E, VIRTANEN, Salla, VON SCHANTZ, Carina, BYCHKOV, Dmitrii, VASHCHINKINA, Elena, DESLOOVERE, Jens, TYNELL, Janne, IKONEN, Niina, THEISEN, Linda L

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Serum Biomarkers of Allergic Contact Dermatitis: A Pilot Study von Zinkevičienė, Auksė, Kainov, Denis, Lastauskienė, Eglė, Kvedarienė, Violeta, Bychkov, Dmitrii, Byrne, Myles, Girkontaitė, Irutė

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Abstract 608: Comprehensive drug testing of patient-derived conditionally reprogrammed cells from castration-resistant prostate cancer von Saeed, Khalid, Rahkama, Vesa, Eldfors, Samuli, Bychkov, Dmitrii, Mpindi, John Patrick, Yadav, Bhagwan, Aittokallio, Tero, Horvath, Peter, Peehl, Donna, Paavolainen, Lassi, Heckman, Caroline, Wennerberg, Krister, Mirtti, Tuomas, Rannikko, Antti, Kallioniemia, Olli, Östling, Päivi, af Hällström, Taija

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

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Influenza pH1N1 Virus Accumulated H275Y Mutation in Neuraminidase during Propagation in MDCK Cells von Mishel, Polina, Bychkov, Dmitrii, Kallio-Kokko, Hannimari, Valkonen, Miia, Kantele, Anu, Mattila, Pirkko, Almusa, Henrikki, Jalovaara, Petri, Kainov, Denis

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Comparative Analysis of Whole-Genome Sequences of Influenza A(H1N1)pdm09 Viruses Isolated from Hospitalized and Nonhospitalized Patients Identifies Missense Mutations That Might Be... von Mishel, Polina, Ojala, Teija, Benner, Christian, Lakspere, Triin, Bychkov, Dmitrii, Jalovaara, Petri, Kakkola, Laura, Kallio-Kokko, Hannimari, Kantele, Anu, Kankainen, Matti, Ikonen, Niina, Ripatti, Samuli, Julkunen, Ilkka, Kainov, Denis E

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