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2020 – today
- 2022
[j4]Philippe Weitz
, Yinxi Wang, Kimmo Kartasalo, Lars Egevad, Johan Lindberg, Henrik Grönberg, Martin Eklund, Mattias Rantalainen:
Transcriptome-wide prediction of prostate cancer gene expression from histopathology images using co-expression-based convolutional neural networks. Bioinform. 38(13): 3462-3469 (2022)- 2021
- [i4]Philippe Weitz, Yinxi Wang, Kimmo Kartasalo, Lars Egevad, Johan Lindberg, Henrik Grönberg, Martin Eklund, Mattias Rantalainen:
Transcriptome-wide prediction of prostate cancer gene expression from histopathology images using co-expression based convolutional neural networks. CoRR abs/2104.09310 (2021) - [i3]Bojing Liu, Yinxi Wang, Philippe Weitz, Johan Lindberg, Lars Egevad, Henrik Grönberg, Martin Eklund, Mattias Rantalainen:
Using deep learning to detect patients at risk for prostate cancer despite benign biopsies. CoRR abs/2106.14256 (2021) - 2020
- [i2]Peter Ström, Kimmo Kartasalo, Pekka Ruusuvuori, Henrik Grönberg, Hemamali Samaratunga, Brett Delahunt, Toyonori Tsuzuki, Lars Egevad, Martin Eklund:
Detection of Perineural Invasion in Prostate Needle Biopsies with Deep Neural Networks. CoRR abs/2004.01589 (2020)
2010 – 2019
- 2019
- [i1]Peter Ström, Kimmo Kartasalo, Henrik Olsson, Leslie Solorzano, Brett Delahunt, Daniel M. Berney, David G. Bostwick, Andrew J. Evans, David J. Grignon, Peter A. Humphrey, Kenneth A. Iczkowski, James G. Kench, Glen Kristiansen, Theodorus H. van der Kwast, Katia R. M. Leite, Jesse K. McKenney, Jon Oxley, Chin-Chen Pan, Hemamali Samaratunga, John R. Srigley, Hiroyuki Takahashi, Toyonori Tsuzuki, Murali Varma, Ming Zhou, Johan Lindberg, Cecilia Bergström, Pekka Ruusuvuori, Carolina Wählby, Henrik Grönberg, Mattias Rantalainen, Lars Egevad, Martin Eklund:
Pathologist-Level Grading of Prostate Biopsies with Artificial Intelligence. CoRR abs/1907.01368 (2019) - 2018
- [j3]Hui-Yi Lin, Po-Yu Huang, Dung-Tsa Chen, Heng-Yuan Tung, Thomas A. Sellers, Julio M. Pow-Sang, Rosalind A. Eeles, Doug Easton, Zsofia Kote-Jarai, Ali Amin Al Olama, Sara Benlloch, Kenneth Muir, Graham G. Giles, Fredrik Wiklund, Henrik Gronberg, Christopher A. Haiman, Johanna Schleutker, Børge G. Nordestgaard, Ruth C. Travis, Freddie Hamdy, David E. Neal, Nora Pashayan, Kay-Tee Khaw, Janet L. Stanford, William J. Blot, Stephen N. Thibodeau, Christiane Maier, Adam S. Kibel, Cezary Cybulski, Lisa A. Cannon-Albright, Hermann Brenner, Radka Kaneva, Jyotsna Batra, Manuel R. Teixeira, Hardev Pandha, Yong-Jie Lu, The PRACTICAL Consortium, Jong Y. Park:
AA9int: SNP interaction pattern search using non-hierarchical additive model set. Bioinform. 34(24): 4141-4150 (2018) - 2017
- [j2]Hui-Yi Lin, Dung-Tsa Chen, Po-Yu Huang, Yung-Hsin Liu, Augusto Ochoa, Jovanny Zabaleta, Donald Mercante, Zhide Fang, Thomas A. Sellers, Julio M. Pow-Sang, Chia-Ho Cheng, Rosalind A. Eeles, Doug Easton, Zsofia Kote-Jarai, Ali Amin Al Olama, Sara Benlloch, Kenneth Muir, Graham G. Giles, Fredrik Wiklund, Henrik Gronberg, Christopher A. Haiman, Johanna Schleutker, Børge G. Nordestgaard, Ruth C. Travis, Freddie Hamdy, Nora Pashayan, Kay-Tee Khaw, Janet L. Stanford, William J. Blot, Stephen N. Thibodeau, Christiane Maier, Adam S. Kibel, Cezary Cybulski, Lisa A. Cannon-Albright, Hermann Brenner, Radka Kaneva, Jyotsna Batra, Manuel R. Teixeira, Hardev Pandha, Yong-Jie Lu, The PRACTICAL Consortium, Jong Y. Park:
SNP interaction pattern identifier (SIPI): an intensive search for SNP-SNP interaction patterns. Bioinform. 33(6): 822-833 (2017) - [j1]Ola Spjuth, Andreas Karlsson, Mark Clements, Keith Humphreys, Emma Ivansson, Jim Dowling, Martin Eklund, Alexandra Jauhiainen, Kamila Czene, Henrik Gronberg, Pär Sparén, Fredrik Wiklund, Abbas Cheddad, þorgerður Pálsdóttir, Mattias Rantalainen, Linda Abrahamsson, Erwin Laure, Jan-Eric Litton, Juni Palmgren:
E-Science technologies in a workflow for personalized medicine using cancer screening as a case study. J. Am. Medical Informatics Assoc. 24(5): 950-957 (2017)
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