Search Results - "Nina Linder"

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

“…Image-based machine learning and deep learning in particular has recently shown expert-level accuracy in medical image classification. In this study, we…”
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A malaria diagnostic tool based on computer vision screening and visualization of Plasmodium falciparum candidate areas in digitized blood smears by Linder, Nina, Turkki, Riku, Walliander, Margarita, Mårtensson, Andreas, Diwan, Vinod, Rahtu, Esa, Pietikäinen, Matti, Lundin, Mikael, Lundin, Johan

“…Microscopy is the gold standard for diagnosis of malaria, however, manual evaluation of blood films is highly dependent on skilled personnel in a…”
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A deep learning–based algorithm for tall cell detection in papillary thyroid carcinoma by Stenman, Sebastian, Linder, Nina, Lundin, Mikael, Haglund, Caj, Arola, Johanna, Lundin, Johan

“…Introduction According to the World Health Organization, the tall cell variant (TCV) is an aggressive subtype of papillary thyroid carcinoma (PTC) comprising…”
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Deep learning identifies morphological features in breast cancer predictive of cancer ERBB2 status and trastuzumab treatment efficacy by 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

“…The treatment of patients with ERBB2 (HER2)-positive breast cancer with anti- ERBB2 therapy is based on the detection of ERBB2 gene amplification or protein…”
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Identification of tumor epithelium and stroma in tissue microarrays using texture analysis by Linder, Nina, Konsti, Juho, Turkki, Riku, Rahtu, Esa, Lundin, Mikael, Nordling, Stig, Haglund, Caj, Ahonen, Timo, Pietikäinen, Matti, Lundin, Johan

“…The aim of the study was to assess whether texture analysis is feasible for automated identification of epithelium and stroma in digitized tumor tissue…”
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Diagnosis of soil-transmitted helminth infections with digital mobile microscopy and artificial intelligence in a resource-limited setting by Lundin, Johan, Suutala, Antti, Holmström, Oscar, Henriksson, Samuel, Valkamo, Severi, Kaingu, Harrison, Kinyua, Felix, Muinde, Martin, Lundin, Mikael, Diwan, Vinod, Mårtensson, Andreas, Linder, Nina

“…Infections caused by soil-transmitted helminths (STHs) are the most prevalent neglected tropical diseases and result in a major disease burden in low- and…”
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Point-of-care mobile digital microscopy and deep learning for the detection of soil-transmitted helminths and Schistosoma haematobium by Holmström, Oscar, Linder, Nina, Ngasala, Billy, Mårtensson, Andreas, Linder, Ewert, Lundin, Mikael, Moilanen, Hannu, Suutala, Antti, Diwan, Vinod, Lundin, Johan

“…Background: Microscopy remains the gold standard in the diagnosis of neglected tropical diseases. As resource limited, rural areas often lack laboratory…”
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AI-Supported Digital Microscopy Diagnostics in Primary Health Care Laboratories: Protocol for a Scoping Review by von Bahr, Joar, Diwan, Vinod, Mårtensson, Andreas, Linder, Nina, Lundin, Johan

“…Background Digital microscopy combined with artificial intelligence (AI) is increasingly being implemented in health care, predominantly in advanced laboratory…”
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A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy by Holmström, Oscar, Stenman, Sebastian, Suutala, Antti, Moilanen, Hannu, Kücükel, Hakan, Ngasala, Billy, Mårtensson, Andreas, Mhamilawa, Lwidiko, Aydin-Schmidt, Berit, Lundin, Mikael, Diwan, Vinod, Linder, Nina, Lundin, Johan

“…Malaria remains a major global health problem with a need for improved field-usable diagnostic tests. We have developed a portable, low-cost digital microscope…”
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Detection of breast cancer lymph node metastases in frozen sections with a point-of-care low-cost microscope scanner by Holmström, Oscar, Linder, Nina, Moilanen, Hannu, Suutala, Antti, Nordling, Stig, Ståhls, Anders, Lundin, Mikael, Diwan, Vinod, Lundin, Johan

“…Detection of lymph node metastases is essential in breast cancer diagnostics and staging, affecting treatment and prognosis. Intraoperative microscopy analysis…”
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Antibody-supervised deep learning for quantification of tumor-infiltrating immune cells in hematoxylin and eosin stained breast cancer samples by Turkki, Riku, Linder, Nina, Kovanen, Panu E., Pellinen, Teijo, Lundin, Johan

“…Background: Immune cell infiltration in tumor is an emerging prognostic biomarker in breast cancer. The gold standard for quantification of immune cells in…”
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High relative amount of nodular calcification in femoral plaques is associated with milder lower extremity arterial disease by 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

“…Clinical implications of different types of vascular calcification are poorly understood. The two most abundant forms of calcification, nodular and sheet…”
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External validation of a deep learning-based algorithm for detection of tall cells in papillary thyroid carcinoma: A multicenter study by 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

“…The tall cell subtype (TC-PTC) is an aggressive subtype of papillary thyroid carcinoma (PTC). The TC-PTC is defined as a PTC comprising at least 30% epithelial…”
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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 by Holmström, Oscar, Linder, Nina, Lundin, Mikael, Moilanen, Hannu, Suutala, Antti, Turkki, Riku, Joensuu, Heikki, Isola, Jorma, Diwan, Vinod, Lundin, Johan

“…A significant barrier to medical diagnostics in low-resource environments is the lack of medical care and equipment. Here we present a low-cost,…”
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On-chip imaging of Schistosoma haematobium eggs in urine for diagnosis by computer vision by Linder, Ewert, Grote, Anne, Varjo, Sami, Linder, Nina, Lebbad, Marianne, Lundin, Mikael, Diwan, Vinod, Hannuksela, Jari, Lundin, Johan

“…Microscopy, being relatively easy to perform at low cost, is the universal diagnostic method for detection of most globally important parasitic infections. As…”
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Long-term prognosis of breast cancer detected by mammography screening or other methods by Lehtimäki, Tiina, Lundin, Mikael, Linder, Nina, Sihto, Harri, Holli, Kaija, Turpeenniemi-Hujanen, Taina, Kataja, Vesa, Isola, Jorma, Joensuu, Heikki, Lundin, Johan

“…Previous studies of breast cancer have shown that patients whose tumors are detected by mammography screening have a more favorable survival. Little is known,…”
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Xanthine oxidoreductase – Clinical significance in colorectal cancer and in vitro expression of the protein in human colon cancer cells by Linder, Nina, Martelin, Eeva, Lundin, Mikael, Louhimo, Johanna, Nordling, Stig, Haglund, Caj, Lundin, Johan

“…Abstract Xanthine oxidoreductase (XOR) is a key enzyme in degradation of DNA and RNA, and has previously been shown to be decreased in aggressive breast and…”
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T-cell Subsets in Peripheral Blood and Tumors of Patients Treated With Oncolytic Adenoviruses by 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

“…The quality of the antitumor immune response is decisive when developing new immunotherapies for cancer. Oncolytic adenoviruses cause a potent immunogenic…”
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Osteoid Metaplasia in Femoral Artery Plaques Is Associated With the Clinical Severity of Lower Extremity Artery Disease in Men by Laivuori, Mirjami, Tolva, Johanna, Lokki, A Inkeri, Linder, Nina, Lundin, Johan, Paakkanen, Riitta, Albäck, Anders, Venermo, Maarit, Mäyränpää, Mikko I, Lokki, Marja-Liisa, Sinisalo, Juha

“…Lamellar metaplastic bone, osteoid metaplasia (OM), is found in atherosclerotic plaques, especially in the femoral arteries. In the carotid arteries, OM has…”
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Outcome and biomarker supervised deep learning for survival prediction in two multicenter breast cancer series by 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

“…Prediction of clinical outcomes for individual cancer patients is an important step in the disease diagnosis and subsequently guides the treatment and patient…”
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