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Michael M. Hoffman

university of toronto

37H-index
169Paper Count
1.6WCitation Count
Published Papers 38
Publication Date
Segzoo: a turnkey system that summarizes genome annotations
err2026-05-05
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errMickaël Mendez; Yushan Liu; Marc Asenjo Ponce de León; Michael M Hoffman; null
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Simulating cell-free chromatin using preclinical cancer models for liquid biopsy applications
err2025-11-22
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errSasha C. Main; Steven D. De Michino; Lucas Penny; Aleem Aamir; Tina Keshavarzian; Benjamin H. Lok; Robert Kridel; David W. Cescon; Michael M. Hoffman; Mathieu Lupien; Scott V. Bratman
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TRIPOD plus AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
err2024-04-16
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errCollins, Gary S.; Moons, Karel G. M.; Dhiman, Paula; Riley, Richard; Beam, Andrew L.; Van Calster, Ben; Ghassemi, Marzyeh; Liu, Xiaoxuan; Reitsma, Johannes B.; van Smeden, Maarten; Boulesteix, Anne-Laure; Camaradou, Jennifer Catherine; Celi, Leo Anthony; Denaxas, Spiros; Denniston, Alastair K.; Glocker, Ben; Golub, Robert M.; Harvey, Hugh; Heinze, Georg; Hoffman, Michael M.; Kengne, Andre Pascal; Lam, Emily; Lee, Naomi; Loder, Elizabeth W.; Maier-Hein, Lena; Mateen, Bilal A.; McCradden, Melissa; Oakden-Rayner, Lauren; Ordish, Johan; Parnell, Richard; Rose, Sherri; Singh, Karandeep; Wynants, Laure; Logullo, Patricia
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SWATH-MS as a strategy for CHO host cell protein identification and quantification supporting the characterization of mAb purification platforms
err2024-03-01
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errCarvalho, Sofia B.; Profit, Ludivine; Krishnan, Sushmitha; Gomes, Ricardo A.; Alexandre, Bruno M.; Clavier, Severine; Hoffman, Michael; Brower, Kevin; Gomes-Alves, Patricia
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Metrics reloaded: recommendations for image analysis validation
err2024-02-12
err59
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errMaier-Hein, Lena; Reinke, Annika; Godau, Patrick; Tizabi, Minu D.; Buettner, Florian; Christodoulou, Evangelia; Glocker, Ben; Isensee, Fabian; Kleesiek, Jens; Kozubek, Michal; Reyes, Mauricio; Riegler, Michael A.; Wiesenfarth, Manuel; Kavur, A. Emre; Sudre, Carole H.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Raedsch, Tim; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Blaschko, Matthew B.; Cardoso, M. Jorge; Cheplygina, Veronika; Cimini, Beth A.; Collins, Gary S.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Haase, Robert; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Karthikesalingam, Alan; Kofler, Florian; Kopp-Schneider, Annette; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Mattson, Peter; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rajpoot, Nasir; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; van Smeden, Maarten; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Jaeger, Paul F.
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Understanding metric-related pitfalls in image analysis validation
err2024-02-12
err24
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errReinke, Annika; Tizabi, Minu D.; Baumgartner, Michael; Eisenmann, Matthias; Heckmann-Noetzel, Doreen; Kavur, A. Emre; Raedsch, Tim; Sudre, Carole H.; Acion, Laura; Antonelli, Michela; Arbel, Tal; Bakas, Spyridon; Benis, Arriel; Buettner, Florian; Cardoso, M. Jorge; Cheplygina, Veronika; Chen, Jianxu; Christodoulou, Evangelia; Cimini, Beth A.; Farahani, Keyvan; Ferrer, Luciana; Galdran, Adrian; van Ginneken, Bram; Glocker, Ben; Godau, Patrick; Hashimoto, Daniel A.; Hoffman, Michael M.; Huisman, Merel; Isensee, Fabian; Jannin, Pierre; Kahn, Charles E.; Kainmueller, Dagmar; Kainz, Bernhard; Karargyris, Alexandros; Kleesiek, Jens; Kofler, Florian; Kooi, Thijs; Kopp-Schneider, Annette; Kozubek, Michal; Kreshuk, Anna; Kurc, Tahsin; Landman, Bennett A.; Litjens, Geert; Madani, Amin; Maier-Hein, Klaus; Martel, Anne L.; Meijering, Erik; Menze, Bjoern; Moons, Karel G. M.; Mueller, Henning; Nichyporuk, Brennan; Nickel, Felix; Petersen, Jens; Rafelski, Susanne M.; Rajpoot, Nasir; Reyes, Mauricio; Riegler, Michael A.; Rieke, Nicola; Saez-Rodriguez, Julio; Sanchez, Clara I.; Shetty, Shravya; Summers, Ronald M.; Taha, Abdel A.; Tiulpin, Aleksei; Tsaftaris, Sotirios A.; Van Calster, Ben; Varoquaux, Gael; Yaniv, Ziv R.; Jaeger, Paul F.; Maier-Hein, Lena
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Modeling methyl-sensitive transcription factor motifs with an expanded epigenetic alphabet
err2024-01-08
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errViner, Coby; Ishak, Charles A.; Johnson, James; Walker, Nicolas J.; Shi, Hui; Sjoberg-Herrera, Marcela K.; Shen, Shu Yi; Lardo, Santana M.; Adams, David J.; Ferguson-Smith, Anne C.; De Carvalho, Daniel D.; Hainer, Sarah J.; Bailey, Timothy L.; Hoffman, Michael M.
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Identification of Mispairing Omic Signatures in Chinese Hamster Ovary (CHO) Cells Producing a Tri-Specific Antibody
err2023-10-25
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errSebastiao, Maria Joao; Hoffman, Michael; Escandell, Jose; Tousi, Fatemeh; Zhang, Jin; Figueroa, Bruno; DeMaria, Christine; Gomes-Alves, Patricia
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Epigenetic reprogramming of a distal developmental enhancer cluster drives SOX2 overexpression in breast and lung adenocarcinoma
err2023-09-22
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errAbatti, Luis E.; Lado-Fernandez, Patricia; Huynh, Linh; Collado, Manuel; Hoffman, Michael M.; Mitchell, Jennifer A.
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Human papillomavirus integration transforms chromatin to drive oncogenesis
err2023-06-27
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errKarimzadeh, Mehran; Arlidge, Christopher; Rostami, Ariana; Lupien, Mathieu; Bratman, Scott V.; Hoffman, Michael M.
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Exploring the merits of research performance measures that comply with the San Francisco Declaration on Research Assessment and strategies to overcome barriers of adoption: qualitative interviews with administrators and researchers
err2023-06-05
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errBoury, Himani; Albert, Mathieu; Chen, Robert H. C.; Chow, James C. L.; DaCosta, Ralph; Hoffman, Michael M.; Keshavarz, Behrang; Kontos, Pia; McAndrews, Mary Pat; Protze, Stephanie; Gagliardi, Anna R.
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Sensitive and reproducible cell-free methylome quantification with synthetic spike-in controls
err2022-09-01
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errWilson, Samantha L.; Shen, Shu Yi; Harmon, Lauren; Burgener, Justin M.; Triche, Tim, Jr.; Bratman, Scott, V; De Carvalho, Daniel D.; Hoffman, Michael M.
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GA4GH: International policies and standards for data sharing across genomic research and healthcare
err2021-11-01
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errRehm, Heidi L.; Page, Angela J. H.; Smith, Lindsay; Adams, Jeremy B.; Alterovitz, Gil; Babb, Lawrence J.; Barkley, Maxmillian P.; Baudis, Michael; Beauvais, Michael J. S.; Beck, Tim; Beckmann, Jacques S.; Beltran, Sergi; Bernick, David; Bernier, Alexander; Bonfield, James K.; Boughtwood, Tiffany F.; Bourque, Guillaume; Bowers, Sarion R.; Brookes, Anthony J.; Brudno, Michael; Brush, Matthew H.; Bujold, David; Burdett, Tony; Buske, Orion J.; Cabili, Moran N.; Cameron, Daniel L.; Carroll, Robert J.; Casas-Silva, Esmeralda; Chakravarty, Debyani; Chaudhari, Bimal P.; Chen, Shu Hui; Cherry, J. Michael; Chung, Justina; Cline, Melissa; Clissold, Hayley L.; Cook-Deegan, Robert M.; Courtot, Melanie; Cunningham, Fiona; Cupak, Miro; Davies, Robert M.; Denisko, Danielle; Doerr, Megan J.; Dolman, Lena I.; Dove, Edward S.; Dursi, L. Jonathan; Dyke, Stephanie O. M.; Eddy, James A.; Eilbeck, Karen; Ellrott, Kyle P.; Fairley, Susan; Fakhro, Khalid A.; Firth, Helen V.; Fitzsimons, Michael S.; Fiume, Marc; Flicek, Paul; Fore, Ian M.; Freeberg, Mallory A.; Freimuth, Robert R.; Fromont, Lauren A.; Fuerth, Jonathan; Gaff, Clara L.; Gan, Weiniu; Ghanaim, Elena M.; Glazer, David; Green, Robert C.; Griffith, Malachi; Griffith, Obi L.; Grossman, Robert L.; Groza, Tudor; Auvil, Jaime M. Guidry; Guigo, Roderic; Gupta, Dipayan; Haendel, Melissa A.; Hamosh, Ada; Hansen, David P.; Hart, Reece K.; Hartley, Dean Mitchell; Haussler, David; Hendricks-Sturrup, Rachele M.; Ho, Calvin W. L.; Hobb, Ashley E.; Hoffman, Michael M.; Hofmann, Oliver M.; Holub, Petr; Hsu, Jacob Shujui; Hubaux, Jean-Pierre; Hunt, Sarah E.; Husami, Ammar; Jacobsen, Julius O.; Jamuar, Saumya S.; Janes, Elizabeth L.; Jeanson, Francis; Jene, Aina; Johns, Amber L.; Joly, Yann; Jones, Steven J. M.; Kanitz, Alexander; Kato, Kazuto; Keane, Thomas M.; Kekesi-Lafrance, Kristina; Kelleher, Jerome; Kerry, Giselle; Khor, Seik-Soon; Knoppers, Bartha M.; Konopko, Melissa A.; Kosaki, Kenjiro; Kuba, Martin; Lawson, Jonathan; Leinonen, Rasko; Li, Stephanie; Lin, Michael F.; Linden, Mikael; Liu, Xianglin; Liyanage, Isuru Udara; Lopez, Javier; Lucassen, Anneke M.; Lukowski, Michael; Mann, Alice L.; Marshall, John; Mattioni, Michele; Metke-Jimenez, Alejandro; Middleton, Anna; Milne, Richard J.; Molnar-Gabor, Fruzsina; Mulder, Nicola; Munoz-Torres, Monica C.; Nag, Rishi; Nakagawa, Hidewaki; Nasir, Jamal; Navarro, Arcadi; Nelson, Tristan H.; Niewielska, Ania; Nisselle, Amy; Niu, Jeffrey; Nyronen, Tommi H.; O'Connor, Brian D.; Oesterle, Sabine; Ogishima, Soichi; Wang, Vivian Ota; Paglione, Laura A. D.; Palumbo, Emilio; Parkinson, Helen E.; Philippakis, Anthony A.; Pizarro, Angel D.; Prlic, Andreas; Rambla, Jordi; Rendon, Augusto; Rider, Renee A.; Robinson, Peter N.; Rodarmer, Kurt W.; Rodriguez, Laura Lyman; Rubin, Alan F.; Rueda, Manuel; Rushton, Gregory A.; Ryan, Rosalyn S.; Saunders, Gary I.; Schuilenburg, Helen; Schwede, Torsten; Scollen, Serena; Senf, Alexander; Sheffield, Nathan C.; Skantharajah, Neerjah; Smith, Albert V.; Sofia, Heidi J.; Spalding, Dylan; Spurdle, Amanda B.; Stark, Zornitza; Stein, Lincoln D.; Suematsu, Makoto; Tan, Patrick; Tedds, Jonathan A.; Thomson, Alastair A.; Thorogood, Adrian; Tickle, Timothy L.; Tokunaga, Katsushi; Tomroos, Juha; Torrents, David; Upchurch, Sean; Valencia, Alfonso; Guimera, Roman Valls; Vamathevan, Jessica; Varma, Susheel; Vears, Danya F.; Viner, Coby; Voisin, Craig; Wagner, Alex H.; Wallace, Susan E.; Walsh, Brian P.; Williams, Marc S.; Winkler, Eva C.; Wold, Barbara J.; Wood, Grant M.; Woolley, J. Patrick; Yamasaki, Chisato; Yates, Andrew D.; Yung, Christina K.; Zass, Lyndon J.; Zaytseva, Ksenia; Zhang, Junjun; Goodhand, Peter; North, Kathryn; Birney, Ewan
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Reproducibility standards for machine learning in the life sciences
err2021-08-30
err102
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errHeil, Benjamin J.; Hoffman, Michael M.; Markowetz, Florian; Lee, Su-In; Greene, Casey S.; Hicks, Stephanie C.
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Tumor-Naive Multimodal Profiling of Circulating Tumor DNA in Head and Neck Squamous Cell Carcinoma
err2021-06-22
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errBurgener, Justin M.; Zou, Jinfeng; Zhao, Zhen; Zheng, Yangqiao; Shen, Shu Yi; Huang, Shao Hui; Keshavarzi, Sareh; Xu, Wei; Liu, Fei-Fei; Liu, Geoffrey; Waldron, John N.; Weinreb, Ilan; Spreafico, Anna; Siu, Lillian L.; de Almeida, John R.; Goldstein, David P.; Hoffman, Michael M.; De Carvalho, Daniel D.; Bratman, Scott V.
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Sharing biological data: why, when, and how
err2021-04-11
err36
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errWilson, Samantha L.; Way, Gregory P.; Bittremieux, Wout; Armache, Jean-Paul; Haendel, Melissa A.; Hoffman, Michael M.
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Functional annotation of human long noncoding RNAs via molecular phenotyping (vol 30, pg 1060, 2020)
err2020-09-14
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errRamilowski, Jordan A.; Yip, Chi Wai; Agrawal, Saumya; Chang, Jen-Chien; Ciani, Yari; Kulakovskiy, Ivan V.; Mendez, Mickael; Ooi, Jasmine Li Ching; Ouyang, John F.; Parkinson, Nick; Petri, Andreas; Roos, Leonie; Severin, Jessica; Yasuzawa, Kayoko; Abugessaisa, Imad; Akalin, Altuna; Antonov, Ivan V.; Arner, Erik; Bonetti, Alessandro; Bono, Hidemasa; Borsari, Beatrice; Brombacher, Frank; Cameron, Christopher J. F.; Cannistraci, Carlo Vittorio; Cardenas, Ryan; Cardon, Melissa; Chang, Howard; Dostie, Josee; Ducoli, Luca; Favorov, Alexander; Fort, Alexandre; Garrido, Diego; Gil, Noa; Gimenez, Juliette; Guler, Reto; Handoko, Lusy; Harshbarger, Jayson; Hasegawa, Akira; Hasegawa, Yuki; Hashimoto, Kosuke; Hayatsu, Norihito; Heutink, Peter; Hirose, Tetsuro; Imada, Eddie L.; Itoh, Masayoshi; Kaczkowski, Bogumil; Kanhere, Aditi; Kawabata, Emily; Kawaji, Hideya; Kawashima, Tsugumi; Kelly, S. Thomas; Kojima, Miki; Kondo, Naoto; Koseki, Haruhiko; Kouno, Tsukasa; Kratz, Anton; Kurowska-Stolarska, Mariola; Kwon, Andrew Tae Jun; Leek, Jeffrey; Lennartsson, Andreas; Lizio, Marina; Lopez-Redondo, Fernando; Luginbuhl, Joachim; Maeda, Shiori; Makeev, Vsevolod J.; Marchionni, Luigi; Medvedeva, Yulia A.; Minoda, Aki; Muller, Ferenc; Munoz-Aguirre, Manuel; Murata, Mitsuyoshi; Nishiyori, Hiromi; Nitta, Kazuhiro R.; Noguchi, Shuhei; Noro, Yukihiko; Nurtdinov, Ramil; Okazaki, Yasushi; Orlando, Valerio; Paquette, Denis; Parr, Callum J. C.; Rackham, Owen J. L.; Rizzu, Patrizia; Martinez, Diego Fernando Sanchez; Sandelin, Albin; Sanjana, Pillay; Semple, Colin A. M.; Shibayama, Youtaro; Sivaraman, Divya M.; Suzuki, Takahiro; Szumowski, Suzannah C.; Tagami, Michihira; Taylor, Martin S.; Terao, Chikashi; Thodberg, Malte; Thongjuea, Supat; Tripathi, Vidisha; Ulitsky, Igor; Verardo, Roberto; Vorontsov, Ilya E.; Yamamoto, Chinatsu; Young, Robert S.; Baillie, J. Kenneth; Forrest, Alistair R. R.; Guigo, Roderic; Hoffman, Michael M.; Hon, Chung Chau; Kasukawa, Takeya; Kauppinen, Sakari; Kere, Juha; Lenhard, Boris; Schneider, Claudio; Suzuki, Harukazu; Yagi, Ken; de Hoon, Michiel J. L.; Shin, Jay W.; Carninci, Piero
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Functional annotation of human long noncoding RNAs via molecular phenotyping
err2020-07-27
err96
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errRamilowski, Jordan A.; Yip, Chi Wai; Agrawal, Saumya; Chang, Jen-Chien; Ciani, Yari; Kulakovskiy, Ivan V.; Mendez, Mickael; Ooi, Jasmine Li Ching; Ouyang, John F.; Parkinson, Nick; Petri, Andreas; Roos, Leonie; Severin, Jessica; Yasuzawa, Kayoko; Abugessaisa, Imad; Akalin, Altuna; Antonov, Ivan V.; Arner, Erik; Bonetti, Alessandro; Bono, Hidemasa; Borsari, Beatrice; Brombacher, Frank; Cameron, Chris J. F.; Cannistraci, Carlo Vittorio; Cardenas, Ryan; Cardon, Melissa; Chang, Howard; Dostie, Josee; Ducoli, Luca; Favorov, Alexander; Fort, Alexandre; Garrido, Diego; Gil, Noa; Gimenez, Juliette; Guler, Reto; Handoko, Lusy; Harshbarger, Jayson; Hasegawa, Akira; Hasegawa, Yuki; Hashimoto, Kosuke; Hayatsu, Norihito; Heutink, Peter; Hirose, Tetsuro; Imada, Eddie L.; Itoh, Masayoshi; Kaczkowski, Bogumil; Kanhere, Aditi; Kawabata, Emily; Kawaji, Hideya; Kawashima, Tsugumi; Kelly, S. Thomas; Kojima, Miki; Kondo, Naoto; Koseki, Haruhiko; Kouno, Tsukasa; Kratz, Anton; Kurowska-Stolarska, Mariola; Kwon, Andrew Tae Jun; Leek, Jeffrey; Lennartsson, Andreas; Lizio, Marina; Lopez-Redondo, Fernando; Luginbuhl, Joachim; Maeda, Shiori; Makeev, Vsevolod J.; Marchionni, Luigi; Medvedeva, Yulia A.; Minoda, Aki; Mueller, Ferenc; Munoz-Aguirre, Manuel; Murata, Mitsuyoshi; Nishiyori, Hiromi; Nitta, Kazuhiro R.; Noguchi, Shuhei; Noro, Yukihiko; Nurtdinov, Ramil; Okazaki, Yasushi; Orlando, Valerio; Paquette, Denis; Parr, Callum J. C.; Rackham, Owen J. L.; Rizzu, Patrizia; Martinez, Diego Fernando Sanchez; Sandelin, Albin; Sanjana, Pillay; Semple, Colin A. M.; Shibayama, Youtaro; Sivaraman, Divya M.; Suzuki, Takahiro; Szumowski, Suzannah C.; Tagami, Michihira; Taylor, Martin S.; Terao, Chikashi; Thodberg, Malte; Thongjuea, Supat; Tripathi, Vidisha; Ulitsky, Igor; Verardo, Roberto; Vorontsov, Ilya E.; Yamamoto, Chinatsu; Young, Robert S.; Baillie, J. Kenneth; Forrest, Alistair R. R.; Guigo, Roderic; Hoffman, Michael M.; Hon, Chung Chau; Kasukawa, Takeya; Kauppinen, Sakari; Kere, Juha; Lenhard, Boris; Schneider, Claudio; Suzuki, Harukazu; Yagi, Ken; de Hoon, Michiel J. L.; Shin, Jay W.; Carninci, Piero
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Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities
err2019-10-01
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errZitnik, Marinka; Nguyen, Francis; Wang, Bo; Leskovec, Jure; Goldenberg, Anna; Hoffman, Michael M.
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