litlas
Log inCreate account

Gunnar Rätsch

Active 1997–2026

240
Papers
37,108
Citations
76
h-index
168
i10-index

Citations

Citations per year for Gunnar Rätsch1879: 1 citations1928: 2 citations1958: 1 citations1964: 2 citations1967: 1 citations1972: 1 citations1975: 1 citations1979: 1 citations1982: 2 citations1985: 1 citations1986: 2 citations1989: 2 citations1990: 1 citations1992: 3 citations1993: 1 citations1997: 2 citations1998: 16 citations1999: 22 citations2000: 70 citations2001: 103 citations2002: 189 citations2003: 286 citations2004: 417 citations2005: 495 citations2006: 588 citations2007: 694 citations2008: 634 citations2009: 726 citations2010: 772 citations2011: 836 citations2012: 794 citations2013: 764 citations2014: 830 citations2015: 798 citations2016: 784 citations2017: 697 citations2018: 736 citations2019: 1,135 citations2020: 1,372 citations2021: 1,351 citations2022: 1,042 citations2023: 781 citations2024: 1,013 citations2025: 633 citations2026: 137 citations1880–1927: no citations, so these years are not shown1929–1957: no citations, so these years are not shown1959–1963: no citations, so these years are not shown1965–1966: no citations, so these years are not shown1968–1971: no citations, so these years are not shown1973–1974: no citations, so these years are not shown1976–1978: no citations, so these years are not shown1980–1981: no citations, so these years are not shown1983–1984: no citations, so these years are not shown1987–1988: no citations, so these years are not shown1991: no citations, so this year is not shown1994–1996: no citations, so these years are not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 5,145 citing papers, 22.3% of this breakdownChina: 3,557 citing papers, 15.5% of this breakdownGermany: 1,555 citing papers, 6.8% of this breakdownUnited Kingdom: 1,538 citing papers, 6.7% of this breakdownJapan: 799 citing papers, 3.5% of this breakdownCanada: 776 citing papers, 3.4% of this breakdownFrance: 769 citing papers, 3.3% of this breakdownAustralia: 681 citing papers, 3% of this breakdownSpain: 584 citing papers, 2.5% of this breakdownSwitzerland: 547 citing papers, 2.4% of this breakdownIndia: 539 citing papers, 2.3% of this breakdownItaly: 538 citing papers, 2.3% of this breakdown
0%22.3%Other 26%

Institutions

Fields

  • Computer Science44.9%
  • Biochemistry, Genetics and Molecular Biology24.1%
  • Engineering8.2%
  • Medicine6.3%
  • Agricultural and Biological Sciences4.8%
  • Neuroscience2.5%
  • Other9.2%

Topics

  • Face and Expression Recognition6%
  • Neural Networks and Applications3%
  • RNA and protein synthesis mechanisms1.7%
  • RNA Research and Splicing1.7%
  • Genomics and Phylogenetic Studies1.6%
  • Image Retrieval and Classification Techniques1.5%
  • Other84.5%

Coauthors

All papers

Open in search
  1. Determination and Inference of Eukaryotic Transcription Factor Sequence Specificity

    Authors: Matthew T. Weirauch, Ally Yang, Mihai Albu, Atina G. Coté, Alejandro Montenegro‐Montero, Philipp Drewe, Hamed S. Najafabadi, Samuel A. Lambert, Ishminder K. Mann, Kate B. Cook, Hong Zheng, Alejandra Goity, Harm van Bakel, Jean-Claude Lozano, Mary Galli, Mathew G. Lewsey, Eryong Huang, Tuhin Mukherjee, Xiaoting Chen, John Reece-Hoyes, Sridhar Govindarajan, Gad Shaulsky, Albertha J.M. Walhout, François-Yves Bouget, Gunnar Rätsch, Luis Larrondo, Joseph R. Ecker, Timothy R. Hughes - Cell 2014 cited by 2,061

  2. Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs

    Authors: Cristóbal Esteban, Stephanie L. Hyland, Gunnar Rätsch - arXiv (Cornell University), CoRR 2017 cited by 445

  3. Early prediction of circulatory failure in the intensive care unit using machine learning

    Authors: Stephanie L. Hyland, Martin Faltys, Matthias Hüser, Xinrui Lyu, Thomas Gumbsch, Cristóbal Esteban, Christian Bock, Max Horn, Michael Moor, Bastian Rieck, Marc Zimmermann, Dean A. Bodenham, Karsten Borgwardt, Gunnar Rätsch, Tobias M. Merz - Nature Medicine 2020 cited by 451

  4. Learning single-cell perturbation responses using neural optimal transport

    Authors: Charlotte Bunne, Stefan G. Stark, Gabriele Gut, Jacobo Sarabia del Castillo, Mitch P. Levesque, Kjong-Van Lehmann, Lucas Pelkmans, Andreas Krause, Gunnar Rätsch - Nature Methods 2023 cited by 163

  5. Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations

    Authors: Francesco Locatello, Stefan Bauer, Mario Lucic, Gunnar Rätsch, Sylvain Gelly, Bernhard Schölkopf, Olivier Bachem - ICML 2019 cited by 1,831

  6. A global metagenomic map of urban microbiomes and antimicrobial resistance

    Authors: David Danko, Daniela Bezdan, Evan E. Afshin, Sofia Ahsanuddin, Chandrima Bhattacharya, Daniel Butler, Kern Rei Chng, Daisy Donnellan, Jochen Hecht, Katelyn Jackson, Katerina Kuchin, Mikhail Karasikov, Abigail Lyons, Lauren Mak, Dmitry Meleshko, Harun Mustafa, Beth Mutai, Russell Y. Neches, Amanda Hui Qi Ng, Olga Nikolayeva, Tatyana Nikolayeva, Eileen Png, Krista Ryon, Jorge L. Sánchez, Heba Shaaban, Maria A. Sierra, Dominique Thomas, Ben Young, Omar O. Abudayyeh, Josue Alicea, Malay Bhattacharyya, Ran Blekhman, Eduardo Castro‐Nallar, A Cañas, Aspassia D. Chatziefthimiou, Robert W. Crawford, Francesca De Filippis, Youping Deng, Christelle Desnues, Emmanuel Dias‐Neto, Marius Dybwad, Eran Elhaik, Danilo Ercolini, Alina Frolova, Dennis Gankin, Jonathan S. Gootenberg, Alexandra B. Graf, David C. Green, Iman Hajirasouliha, Jaden J. A. Hastings, Mark Hernandez, Gregorio Iraola, Soojin Jang, André Kahles, Frank J. Kelly, Kaymisha Knights, Nikos C. Kyrpides, Paweł P. Łabaj, Patrick K. H. Lee, Marcus H. Y. Leung, Per O. Ljungdahl, Gabriella Mason-Buck, Ken McGrath, Cem Meydan, Emmanuel F. Mongodin, Milton Ozório Moraes, Niranjan Nagarajan, Marina Nieto‐Caballero, Houtan Noushmehr, Manuela Oliveira, Stephan Ossowski, Olayinka Osuolale, Orhan Özcan, David Páez-Espino, Nicolás Rascovan, Hugues Richard, Gunnar Rätsch, Lynn M. Schriml, Torsten Semmler, Osman Uğur Sezerman, Leming Shi, Tieliu Shi, Rania Siam, Le Huu Song, Haruo Suzuki, Denise Syndercombe Court, Scott Tighe, Xinzhao Tong, Klas I. Udekwu, Juan A. Ugalde, Brandon Valentine, Dimitar Vassilev, Elena Vayndorf, Thirumalaisamy P. Velavan, Jun Wu, María Mercedes Zambrano, Jifeng Zhu, Sibo Zhu, Christopher E. Mason, Natasha Abdullah and 579 more - Cell 2021 cited by 398

  7. An introduction to kernel-based learning algorithms

    Authors: Klaus-Robert Müller, Sebastian Mika, Gunnar Rätsch, Koji Tsuda, Bernhard Schölkopf - IEEE Transactions on Neural Networks, IEEE Trans. Neural Networks 2001 cited by 3,490

  8. HBEGF + macrophages in rheumatoid arthritis induce fibroblast invasiveness

    Authors: David Kuo, Jennifer Ding, Ian S. Cohn, Fan Zhang, Kevin Wei, Deepak A. Rao, Cristina Rozo, Upneet K. Sokhi, Sara Shanaj, David J. Oliver, Adriana P. Echeverria, Edward F. DiCarlo, Michael B. Brenner, Vivian P. Bykerk, Susan M. Goodman, Soumya Raychaudhuri, Gunnar Rätsch, Lionel B. Ivashkiv, Laura T. Donlin - Science Translational Medicine 2019 cited by 258

  9. Ecological Modeling from Time-Series Inference: Insight into Dynamics and Stability of Intestinal Microbiota

    Authors: Richard R. Stein, Vanni Bucci, Nora C. Toussaint, Charlie G. Buffie, Gunnar Rätsch, Eric G. Pamer, Chris Sander, João B. Xavier - PLoS Computational Biology, PLoS Comput. Biol. 2013 cited by 685

  10. RNA G-quadruplexes cause eIF4A-dependent oncogene translation in cancer

    Authors: Andrew L. Wolfe, Kamini Singh, 義夫 田中, Philipp Drewe, Vinagolu K. Rajasekhar, Viraj R. Sanghvi, Konstantinos J. Mavrakis, Man Jiang, Justine E. Roderick, Joni Van der Meulen, Jonathan H. Schatz, Christina M. Rodrigo, Chunying Zhao, Pieter Rondou, Elisa de Stanchina, Julie Teruya‐Feldstein, Michelle A. Kelliher, Frank Speleman, John A. Porco, Jerry Pelletier, Gunnar Rätsch, Hans-Guido Wendel - Nature 2014 cited by 646

  11. A guide to sharing open healthcare data under the General Data Protection Regulation

    Authors: Jip W T M de Kok, Miguel Ángel Armengol de la Hoz, Y. de Jong, Véronique Brokke, Paul Elbers, Patrick Thoral, Alejandro Castillejo, Tomás Trenor, José María Castellano, Alberto E. Bronchalo, Tobias M. Merz, Martin Faltys, Collaborator group, Cristina Casares, Araceli Jiménez, Jaime Requejo, Sonia Gutiérrez, David Curto, Gunnar Rätsch, Jan M. Peppink, Ronald H. Driessen, Eric J.G. Sijbrands, Erwin J. O. Kompanje, Armand R. J. Girbes, José Barberán, José F. Varona, Paula Villares, Iwan C.C. van der Horst, Minnan Xu, Leo Anthony Celi, Bas C. T. van Bussel, X. Borrat - Scientific Data 2023 cited by 91

  12. Prediction of potent shRNAs with a sequential classification algorithm

    Authors: Raphael Pelossof, Lauren Fairchild, Chun‐Hao Huang, Christian Widmer, Vipin T. Sreedharan, Nishi Sinha, Dan-Yu Lai, Yuanzhe Guan, Prem K. Premsrirut, Darjus F. Tschaharganeh, Thomas Hoffmann, Vishal Thapar, Qing Xiang, Ralph Garippa, Gunnar Rätsch, Johannes Zuber, Scott W. Lowe, Christina S. Leslie, Christof Fellmann - Nature Biotechnology 2017 cited by 204

  13. A Pan-cancer Transcriptome Analysis Reveals Pervasive Regulation through Alternative Promoters

    Authors: Deniz Demircioğlu, Engin Cukuroglu, Martin Kindermans, Tannistha Nandi, Claudia Calabrese, Nuno A. Fonseca, André Kahles, Kjong-Van Lehmann, Oliver Stegle, Alvis Brāzma, Angela N. Brooks, Gunnar Rätsch, Patrick Tan, Jonathan Göke - Cell 2019 cited by 271

  14. The Feature Importance Ranking Measure

    Authors: Alexander Zien, Nicole Krämer, Sören Sonnenburg, Gunnar Rätsch - Lecture notes in computer science, ECML/PKDD (2) 2009 cited by 172

  15. Fisher discriminant analysis with kernels

    Authors: S. Mika, Gunnar Rätsch, Jason Weston, Bernhard Schölkopf, K.R. Mullers - Neural Networks for Signal Processing IX: Proceedings of the 1999 IEEE Signal Processing Society Workshop (Cat. No.98TH8468) 2003 cited by 2,671

  16. Support Vector Machines and Kernels for Computational Biology

    Authors: Asa Ben-Hur, Cheng Soon Ong, Sören Sonnenburg, Bernhard Schölkopf, Gunnar Rätsch - PLoS Computational Biology, PLoS Comput. Biol. 2008 cited by 717

  17. Cartography of opportunistic pathogens and antibiotic resistance genes in a tertiary hospital environment

    Authors: Kern Rei Chng, Chenhao Li, Denis Bertrand, Amanda Hui Qi Ng, Junmei Samantha Kwah, Hwee Meng Low, Chengxuan Tong, Maanasa Natrajan, Michael Hongjie Zhang, Licheng Xu, Karrie Kwan Ki Ko, Eliza Xin Pei Ho, Tamar V. Av‐Shalom, Jeanette Teo, Chiea Chuen Khor, David Danko, Daniela Bezdan, Ebrahim Afshinnekoo, Sofia Ahsanuddin, Chandrima Bhattacharya, Daniel Butler, Kern Rei Chng, Francesca De Filippis, Jochen Hecht, André Kahles, Mikhail Karasikov, Nikos C. Kyrpides, Marcus H. Y. Leung, Dmitry Meleshko, Harun Mustafa, Beth Mutai, Russell Y. Neches, Amanda Hui Qi Ng, Marina Nieto‐Caballero, Olga Nikolayeva, Tatyana Nikolayeva, Eileen Png, Jorge L. Sánchez, Heba Shaaban, Maria A. Sierra, Xinzhao Tong, Ben Young, Josue Alicea, Malay Bhattacharyya, Ran Blekhman, Eduardo Castro‐Nallar, A Cañas, Aspassia D. Chatziefthimiou, Robert W. Crawford, Youping Deng, Christelle Desnues, Emmanuel Dias‐Neto, Daisy Donnellan, Marius Dybwad, Eran Elhaik, Danilo Ercolini, Alina Frolova, Alexandra B. Graf, David C. Green, Iman Hajirasouliha, Mark Hernandez, Gregorio Iraola, Soojin Jang, Angela Jones, Frank J. Kelly, Kaymisha Knights, Paweł P. Łabaj, Patrick K. H. Lee, Levy Shawn, Per O. Ljungdahl, Abigail Lyons, Gabriella Mason-Buck, Ken McGrath, Emmanuel F. Mongodin, Milton Ozório Moraes, Niranjan Nagarajan, Houtan Noushmehr, Manuela Oliveira, Stephan Ossowski, Olayinka Osuolale, Orhan Özcan, David Páez-Espino, Nicolás Rascovan, Hugues Richard, Gunnar Rätsch, Lynn M. Schriml, Torsten Semmler, Osman Uğur Sezerman, Leming Shi, Le Huu Song, Haruo Suzuki, Denise Syndercombe Court, Dominique Thomas, Scott Tighe, Klas I. Udekwu, Juan A. Ugalde, Brandon Valentine, Dimitar Vassilev, Elena Vayndorf, Thirumalaisamy P. Velavan and 10 more - Nature Medicine 2020 cited by 256

  18. Integrative Analysis of the Caenorhabditis elegans Genome by the modENCODE Project

    Authors: Mark Gerstein, Zhi John Lu, Eric L. Van Nostrand, Chao Cheng, Bradley I. Arshinoff, Tao Liu, Kevin Y. Yip, R. Robilotto, Andreas Rechtsteiner, Kohta Ikegami, Pedro Alves, Aurélien Chateigner, Marc D. Perry, Mitzi Morris, Raymond K. Auerbach, Xin Feng, Jing Leng, Anne Vielle, Wei Niu, Kahn Rhrissorrakrai, Ashish Agarwal, Roger P. Alexander, Galt P Barber, Cathleen Brdlik, Jennifer Brennan, Jeremy Brouillet, Adrian R. Carr, Ming-Sin Cheung, Hiram Clawson, Sergio Contrino, Luke O. Dannenberg, Abby F. Dernburg, Arshad Desai, Lindsay L. Dick, Andrea C. Dosé, Jiang Du, Thea A. Egelhofer, Sevinç Ercan, Ghia Euskirchen, Brent Ewing, Elise A. Feingold, Reto Gassmann, Peter J. Good, Phil Green, F. Gullier, Michelle Gutwein, Mark S. Guyer, Lukas Habegger, Ting Han, Jorja G. Henikoff, Stefan R. Henz, Angie S. Hinrichs, H. Holster, Tony Hyman, Al Iniguez, J. Janette, Morten B. Jensen, Masaomi Kato, W. James Kent, Ellen Kephart, Vishal Khivansara, Ekta Khurana, John K. Kim, Paulina Kolasinska-Zwierz, Eric C. Lai, Isabel Latorre, A. Leahey, Suzanna Lewis, Paul Lloyd, Lucas Lochovsky, Rebecca F. Lowdon, Yaniv Lubling, Rachel Lyne, Michael J. MacCoss, Sebastian D. Mackowiak, Marco Mangone, Sheldon McKay, Desirea Mecenas, Gennifer E. Merrihew, David M. Miller, Andrew Muroyama, John I. Murray, Siew-Loon Ooi, Vu Pham, T. Phippen, Elicia Preston, Nikolaus Rajewsky, Gunnar Rätsch, Heidi Rosenbaum, Joel Rozowsky, Kim Rutherford, Peter Ruzanov, Mihail Sarov, Rajkumar Sasidharan, Andrea Sboner, Paul Scheid, Eran Segal, Hyunjin Shin, Chong Shou, Frank J. Slack and 31 more - Science 2010 cited by 1,041

  19. Predicting Time Series with Support Vector Machines

    Authors: Klaus-Robert Müller, Alexander J. Smola, Gunnar Rätsch, Bernhard Schölkopf, Jens Kohlmorgen, Vladimir Vapnik - Lecture notes in computer science, ICANN 1997 cited by 985

  20. DNA methylation in Arabidopsis has a genetic basis and shows evidence of local adaptation

    Authors: Manu Dubin, Pei Zhang, Dazhe Meng, Marie‐Stanislas Remigereau, Edward J. Osborne, Francesco Paolo Casale, Philipp Drewe, André Kahles, Géraldine Jean, Bjarni J. Vilhjálmsson, Joanna Gunis, Selen Irez, Viktor Voronin, Qiang Song, Quan Long, Gunnar Rätsch, Oliver Stegle, Richard M. Clark, Magnus Nordborg - eLife 2015 cited by 560

  21. Interferon-γ regulates cellular metabolism and mRNA translation to potentiate macrophage activation

    Authors: Xiaodi Su, Yingpu Yu, 義夫 田中, Ευγενία Γιαννοπούλου, Xiaoyu Hu, Hui Liu, Justin R. Cross, Gunnar Rätsch, Charles M. Rice, Lionel B. Ivashkiv - Nature Immunology 2015 cited by 300

  22. Soft Margins for AdaBoost

    Authors: Gunnar Rätsch, Takashi Onoda, Klaus-Robert Müller - Machine Learning, Mach. Learn. 1998 cited by 1,306

  23. Input space versus feature space in kernel-based methods

    Authors: Bernhard Schölkopf, Sebastian Mika, Christopher J. C. Burges, Phil Knirsch, Klaus-Robert Müller, Gunnar Rätsch, Alexander J. Smola - IEEE Transactions on Neural Networks, IEEE Trans. Neural Networks 1999 cited by 1,175

  24. Detection of isoforms and genomic alterations by high-throughput full-length single-cell RNA sequencing in ovarian cancer

    Authors: Arthur Dondi, Ulrike Lischetti, Francis Jacob, Franziska Singer, Nico Borgsmüller, Ricardo Coelho, Rudolf Aebersold, Melike Ak, Faisal Alquaddoomi, Silvana I. Albert, Jonas Albinus, Ilaria Alborelli, Sonali Andani, Per-Olof Attinger, Marina Bacac, Daniel Baumhoer, Beatrice Beck‐Schimmer, Christian Beisel, Lara Bernasconi, Anne Bertolini, Bernd Bodenmiller, Ximena Bonilla, Lars Bosshard, Byron Calgua, Ruben Casanova, Stéphane Chevrier, Natalia Chicherova, Maya D’Costa, Esther Danenberg, Natalie J. Davidson, Monica-Andreea Drăgan, Reinhard Dummer, Stefanie Engler, Martin Erkens, Katja Eschbach, Cinzia Esposito, André Fedier, Pedro Ferreira, Joanna Ficek, Anja Frei, Bruno S. Frey, Sandra Goetze, Linda Grob, Gabriele Gut, Detlef Günther, Martina Haberecker, Pirmin Haeuptle, Sylvia Herter, René Holtackers, Tamara Huesser, Alexander Immer, Anja Irmisch, Andrea Jacobs, Tim M. Jaeger, Katharina Jahn, Alva Rani James, Philip Jermann, André Kahles, Abdullah Kahraman, Viktor H. Koelzer, Werner Kuebler, Jack Kuipers, Christian P. Kunze, Christian Kurzeder, Kjong-Van Lehmann, Mitchell Levesque, Ulrike Lischetti, Sebastian Lugert, Gerd Maass, Markus G. Manz, Philipp Markolin, Martin Mehnert, Julien Mena, Julian M. Metzler, Nicola Miglino, Emanuela S. Milani, Holger Moch, Simone Muenst, Riccardo Murri, Charlotte K.Y. Ng, Stefan Nicolet, Marta Nowak, Mónica Núñez López, Patrick G. A. Pedrioli, Lucas Pelkmans, Salvatore Piscuoglio, Michael Prummer, Natalie Rimmer, Mathilde Ritter, Christian Rommel, María L. Rosano-González, Gunnar Rätsch, Natascha Santacroce, Jacobo Sarabia del Castillo, Ramona Schlenker, Petra Schwalie, Severin Schwan, Tobias Schär, Gabriela Senti, Wenguang Shao and 34 more - Nature Communications 2023 cited by 44