High regional mortality due to malignant melanoma in Eastern Finland may be explained by the increase in aggressive melanoma types by Ville Suhonen, Jaana Rummukainen, Hanna Siiskonen, Arto Mannermaa, Ilkka T. Harvima

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Nuclei instance segmentation from histopathology images using Bayesian dropout based deep learning by Naga Raju Gudhe, Veli-Matti Kosma, Hamid Behravan, Arto Mannermaa

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Overexpression of microRNA-200c predicts poor outcome in patients with PR-negative breast cancer. by Marie Tuomarila, Kaisa Luostari, Ylermi Soini, Vesa Kataja, Veli-Matti Kosma, Arto Mannermaa

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High Cell-Free DNA Integrity Is Associated with Poor Breast Cancer Survival by Maria Lamminaho, Jouni Kujala, Hanna Peltonen, Maria Tengström, Veli-Matti Kosma, Arto Mannermaa

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High mutation burden of circulating cell‐free DNA in early‐stage breast cancer patients is associated with a poor relapse‐free survival by Jouni Kujala, Jaana M. Hartikainen, Maria Tengström, Reijo Sironen, Veli‐Matti Kosma, Arto Mannermaa

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The debatable presence of PIWI‐interacting RNAs in invasive breast cancer by Emmi Kärkkäinen, Sami Heikkinen, Maria Tengström, Veli‐Matti Kosma, Arto Mannermaa, Jaana M. Hartikainen

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Expression profiles of small non-coding RNAs in breast cancer tumors characterize clinicopathological features and show prognostic and predictive potential by Emmi Kärkkäinen, Sami Heikkinen, Maria Tengström, Veli-Matti Kosma, Arto Mannermaa, Jaana M. Hartikainen

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Γ-secretase components as predictors of breast cancer outcome. by Hanna M Peltonen, Annakaisa Haapasalo, Mikko Hiltunen, Vesa Kataja, Veli-Matti Kosma, Arto Mannermaa

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Circulating Cell-Free DNA Reflects the Clonal Evolution of Breast Cancer Tumors by Jouni Kujala, Jaana M. Hartikainen, Maria Tengström, Reijo Sironen, Päivi Auvinen, Veli-Matti Kosma, Arto Mannermaa

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Multi-level dilated residual network for biomedical image segmentation by Naga Raju Gudhe, Hamid Behravan, Mazen Sudah, Hidemi Okuma, Ritva Vanninen, Veli-Matti Kosma, Arto Mannermaa

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Area-based breast percentage density estimation in mammograms using weight-adaptive multitask learning by Naga Raju Gudhe, Hamid Behravan, Mazen Sudah, Hidemi Okuma, Ritva Vanninen, Veli-Matti Kosma, Arto Mannermaa

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High Numbers of CD163+ Tumor-Associated Macrophages Predict Poor Prognosis in HER2+ Breast Cancer by Minna M. Jääskeläinen, Ritva Tumelius, Kirsi Hämäläinen, Kirsi Rilla, Sanna Oikari, Aino Rönkä, Tuomas Selander, Arto Mannermaa, Satu Tiainen, Päivi Auvinen

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An assessment of prevalence of Type 1 CFI rare variants in European AMD, and why lack of broader genetic data hinders development of new treatments and healthcare access. by Amy V Jones, Darin Curtiss, Claire Harris, Tom Southerington, Marco Hautalahti, Pauli Wihuri, Johanna Mäkelä, Roosa E Kallionpää, Enni Makkonen, Theresa Knopp, Arto Mannermaa, Erna Mäkinen, Anne-Mari Moilanen, Tongalp H Tezel, SCOPE Study group, Nadia K Waheed

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A FinnGen pilot clinical recall study for Alzheimer’s disease by Valtteri Julkunen, Claudia Schwarz, Juho Kalapudas, Merja Hallikainen, Aino-Kaisa Piironen, Arto Mannermaa, Hanna Kujala, Timo Laitinen, Veli-Matti Kosma, Teemu I. Paajanen, Reetta Kälviäinen, Mikko Hiltunen, Sanna-Kaisa Herukka, Sari Kärkkäinen, Tarja Kokkola, Mia Urjansson, FinnGen, Markus Perola, Aarno Palotie, Eero Vuoksimaa, Heiko Runz

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Case-control analysis of truncating mutations in DNA damage response genes connects TEX15 and FANCD2 with hereditary breast cancer susceptibility by Tuomo Mantere, Anna Tervasmäki, Anna Nurmi, Katrin Rapakko, Saila Kauppila, Jiangbo Tang, Johanna Schleutker, Anne Kallioniemi, Jaana M. Hartikainen, Arto Mannermaa, Pentti Nieminen, Riitta Hanhisalo, Sini Lehto, Maija Suvanto, Mervi Grip, Arja Jukkola-Vuorinen, Maria Tengström, Päivi Auvinen, Anders Kvist, Åke Borg, Carl Blomqvist, Kristiina Aittomäki, Roger A. Greenberg, Robert Winqvist, Heli Nevanlinna, Katri Pylkäs

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Crowdsourcing the General Public for Large Scale Molecular Pathology Studies in Cancer by Francisco J. Candido dos Reis, Stuart Lynn, H. Raza Ali, Diana Eccles, Andrew Hanby, Elena Provenzano, Carlos Caldas, William J. Howat, Leigh-Anne McDuffus, Bin Liu, Frances Daley, Penny Coulson, Rupesh J. Vyas, Leslie M. Harris, Joanna M. Owens, Amy F.M. Carton, Janette P. McQuillan, Andy M. Paterson, Zohra Hirji, Sarah K. Christie, Amber R. Holmes, Marjanka K. Schmidt, Montserrat Garcia-Closas, Douglas F. Easton, Manjeet K. Bolla, Qin Wang, Javier Benitez, Roger L. Milne, Arto Mannermaa, Fergus Couch, Peter Devilee, Robert A.E.M. Tollenaar, Caroline Seynaeve, Angela Cox, Simon S. Cross, Fiona M. Blows, Joyce Sanders, Renate de Groot, Jonine Figueroa, Mark Sherman, Maartje Hooning, Hermann Brenner, Bernd Holleczek, Christa Stegmaier, Chris Lintott, Paul D.P. Pharoah

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PREDICT validity for prognosis of breast cancer patients with pathogenic BRCA1/2 variants by Taru A. Muranen, Anna Morra, Sofia Khan, Daniel R. Barnes, Manjeet K. Bolla, Joe Dennis, Renske Keeman, Goska Leslie, Michael T. Parsons, Qin Wang, Thomas U. Ahearn, Kristiina Aittomäki, Irene L. Andrulis, Banu K. Arun, Sabine Behrens, Katarzyna Bialkowska, Stig E. Bojesen, Nicola J. Camp, Jenny Chang-Claude, Kamila Czene, Peter Devilee, HEBON investigators, Susan M. Domchek, Alison M. Dunning, Christoph Engel, D. Gareth Evans, Manuela Gago-Dominguez, Montserrat García-Closas, Anne-Marie Gerdes, Gord Glendon, Pascal Guénel, Eric Hahnen, Ute Hamann, Helen Hanson, Maartje J. Hooning, Reiner Hoppe, Louise Izatt, Anna Jakubowska, Paul A. James, Vessela N. Kristensen, Fiona Lalloo, Geoffrey J. Lindeman, Arto Mannermaa, Sara Margolin, Susan L. Neuhausen, William G. Newman, Paolo Peterlongo, Kelly-Anne Phillips, Miquel Angel Pujana, Johanna Rantala, Karina Rønlund, Emmanouil Saloustros, Rita K. Schmutzler, Andreas Schneeweiss, Christian F. Singer, Maija Suvanto, Yen Yen Tan, Manuel R. Teixeira, Mads Thomassen, Marc Tischkowitz, Vishakha Tripathi, Barbara Wappenschmidt, Emily Zhao, Douglas F. Easton, Antonis C. Antoniou, Georgia Chenevix-Trench, Paul D. P. Pharoah, Marjanka K. Schmidt, Carl Blomqvist, Heli Nevanlinna

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Reproductive profiles and risk of breast cancer subtypes: a multi-center case-only study by Olivier Brouckaert, Anja Rudolph, Annouschka Laenen, Renske Keeman, Manjeet K. Bolla, Qin Wang, Adelheid Soubry, Hans Wildiers, Irene L. Andrulis, Volker Arndt, Matthias W. Beckmann, Javier Benitez, Carl Blomqvist, Stig E. Bojesen, Hiltrud Brauch, Paul Brennan, Hermann Brenner, Georgia Chenevix-Trench, Ji-Yeob Choi, Sten Cornelissen, Fergus J. Couch, Angela Cox, Simon S. Cross, Kamila Czene, Mikael Eriksson, Peter A. Fasching, Jonine Figueroa, Henrik Flyger, Graham G. Giles, Anna González-Neira, Pascal Guénel, Per Hall, Antoinette Hollestelle, John L. Hopper, Hidemi Ito, Michael Jones, Daehee Kang, kConFab, Julia A. Knight, Veli-Matti Kosma, Jingmei Li, Annika Lindblom, Jenna Lilyquist, Artitaya Lophatananon, Arto Mannermaa, Siranoush Manoukian, Sara Margolin, Keitaro Matsuo, Kenneth Muir, Heli Nevanlinna, Paolo Peterlongo, Katri Pylkäs, Suleeporn Saajrang, Caroline Seynaeve, Chen-Yang Shen, Xiao-Ou Shu, Melissa C. Southey, Anthony Swerdlow, Soo-Hwang Teo, Rob A. E. M. Tollenaar, Thérèse Truong, Chiu-chen Tseng, Alexandra J. van den Broek, Carolien H. M. van Deurzen, Robert Winqvist, Anna H. Wu, Cheng Har Yip, Jyh-Cherng Yu, Wei Zheng, Roger L. Milne, Paul D. P. Pharoah, Douglas F. Easton, Marjanka K. Schmidt, Montserrat Garcia-Closas, Jenny Chang-Claude, Diether Lambrechts, Patrick Neven

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Spectrum and Frequency of Germline <i>FANCM</i> Protein-Truncating Variants in 44,803 European Female Breast Cancer Cases by Gisella Figlioli, Amandine Billaud, Qin Wang, Manjeet K. Bolla, Joe Dennis, Michael Lush, Anders Kvist, Muriel A. Adank, Thomas U. Ahearn, Natalia N. Antonenkova, Päivi Auvinen, Sabine Behrens, Marina Bermisheva, Natalia V. Bogdanova, Stig E. Bojesen, Bernardo Bonanni, Thomas Brüning, Nicola J. Camp, Archie Campbell, Jose E. Castelao, Melissa H. Cessna, NBCS Collaborators, Kamila Czene, Peter Devilee, Thilo Dörk, Mikael Eriksson, Peter A. Fasching, Henrik Flyger, Marike Gabrielson, Manuela Gago-Dominguez, Montserrat García-Closas, Gord Glendon, Encarna B. Gómez Garcia, Anna González-Neira, Felix Grassmann, Pascal Guénel, Eric Hahnen, Ute Hamann, Peter Hillemanns, Maartje J. Hooning, Reiner Hoppe, Anthony Howell, Keith Humphreys, kConFab Investigators, Anna Jakubowska, Elza K. Khusnutdinova, Vessela N. Kristensen, Annika Lindblom, Maria A. Loizidou, Jan Lubiński, Arto Mannermaa, Tabea Maurer, Dimitrios Mavroudis, William G. Newman, Nadia Obi, Mihalis I. Panayiotidis, Paolo Radice, Muhammad U. Rashid, Valerie Rhenius, Matthias Ruebner, Emmanouil Saloustros, Elinor J. Sawyer, Marjanka K. Schmidt, Rita K. Schmutzler, Mitul Shah, Melissa C. Southey, Ian Tomlinson, Thérèse Truong, Elke M. van Veen, Camilla Wendt, Xiaohong R. Yang, Kyriaki Michailidou, Alison M. Dunning, Paul D. P. Pharoah, Douglas F. Easton, Irene L. Andrulis, D. Gareth Evans, Antoinette Hollestelle, Jenny Chang-Claude, Roger L. Milne, Paolo Peterlongo

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Evidence of gene-environment interactions between common breast cancer susceptibility loci and established environmental risk factors. by Stefan Nickels, Thérèse Truong, Rebecca Hein, Kristen Stevens, Katharina Buck, Sabine Behrens, Ursula Eilber, Martina Schmidt, Lothar Häberle, Alina Vrieling, Mia Gaudet, Jonine Figueroa, Nils Schoof, Amanda B Spurdle, Anja Rudolph, Peter A Fasching, John L Hopper, Enes Makalic, Daniel F Schmidt, Melissa C Southey, Matthias W Beckmann, Arif B Ekici, Olivia Fletcher, Lorna Gibson, Isabel dos Santos Silva, Julian Peto, Manjeet K Humphreys, Jean Wang, Emilie Cordina-Duverger, Florence Menegaux, Børge G Nordestgaard, Stig E Bojesen, Charlotte Lanng, Hoda Anton-Culver, Argyrios Ziogas, Leslie Bernstein, Christina A Clarke, Hermann Brenner, Heiko Müller, Volker Arndt, Christa Stegmaier, Hiltrud Brauch, Thomas Brüning, Volker Harth, Genica Network, Arto Mannermaa, Vesa Kataja, Veli-Matti Kosma, Jaana M Hartikainen, kConFab, AOCS Management Group, Diether Lambrechts, Dominiek Smeets, Patrick Neven, Robert Paridaens, Dieter Flesch-Janys, Nadia Obi, Shan Wang-Gohrke, Fergus J Couch, Janet E Olson, Celine M Vachon, Graham G Giles, Gianluca Severi, Laura Baglietto, Kenneth Offit, Esther M John, Alexander Miron, Irene L Andrulis, Julia A Knight, Gord Glendon, Anna Marie Mulligan, Stephen J Chanock, Jolanta Lissowska, Jianjun Liu, Angela Cox, Helen Cramp, Dan Connley, Sabapathy Balasubramanian, Alison M Dunning, Mitul Shah, Amy Trentham-Dietz, Polly Newcomb, Linda Titus, Kathleen Egan, Elizabeth K Cahoon, Preetha Rajaraman, Alice J Sigurdson, Michele M Doody, Pascal Guénel, Paul D P Pharoah, Marjanka K Schmidt, Per Hall, Doug F Easton, Montserrat Garcia-Closas, Roger L Milne, Jenny Chang-Claude

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