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Bio
I focus on the application of Machine Learning and Computer Vision for analysing large microscopy data, mostly working on image segmentation. This includes scaling algorithms to TB sized datasets, developing new efficient algorithms and adapting algorithms for domain specific problems.
Research Interests
Papers共 59 篇Author StatisticsCo-AuthorSimilar Experts
By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选
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arxiv(2025)
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Anwai Archit, Luca Freckmann, Sushmita Nair, Nabeel Khalid,Paul Hilt, Vikas Rajashekar, Marei Freitag, Carolin Teuber, Genevieve Buckley, Sebastian von Haaren, Sagnik Gupta,Andreas Dengel, Sheraz Ahmed,Constantin Pape
Nature methods (2025)
arxiv(2025)
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arxiv(2025)
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Sofiia Reshetniak,Cristian A. Bogaciu,Stefan Bonn,Nils Brose,Benjamin H. Cooper,Elisa D'Este,Michael Fauth,Ruben Fernandez-Busnadiego,Maksims Fiosins,Andre Fischer, Svilen V. Georgiev,Stefan Jakobs, Stefan Klumpp,Sarah Koester,Felix Lange,Noa Lipstein,Victor Macarron-Palacios,Dragomir Milovanovic,Tobias Moser,Marcus Mueller,Felipe Opazo,Tiago F. Outeiro,Constantin Pape, Viola Priesemann,Peter Rehling,Tim Salditt,Oliver Schlueter, Nadja Simeth,Claudia Steinem,Tatjana Tchumatchenko,Christian Tetzlaff,Marilyn Tirard,Henning Urlaub,Carolin Wichmann,Fred Wolf,Silvio O. Rizzoli
Alexandra Viktoria Busley,Oscar Gutierrez-Gutierrez,Elke Hammer, Fabian Koitka,Amin Mirzaiebadizi,Martin Steinegger,Constantin Pape, Linda Boehmer, Henning Schroeder,Mandy Kleinsorge,Melanie Engler,Ion Cristian Cirstea,Lothar Gremer,Dieter Willbold,Janine Altmuller,Felix Marbach,Gerd Hasenfuss,Wolfram-Hubertus Zimmermann,Mohammad Reza Ahmadian,Bernd Wollnik,Lukas Cyganek
Cell reportsno. 7 (2024): 114448-114448
Leonie Carola Schadt,Torben Ruhwedel,Constantin Pape, Andrew Octavian Sasmita,Anna Maria Steyer,Wiebke Möbius
Methods in Microscopy (2024)
CoRR (2024)
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Luke TG Harland,Tim Lohoff,Noushin Koulena,Nico Pierson,Constantin Pape, Farhan Ameen, Jonathan Griffiths,Bart Theeuwes,Nicola K Wilson,Anna Kreshuk,Wolf Reik,Jennifer Nichols,Long Cai, John C Marioni, Berthold Gottgens,Shila Ghazanfar
biorxiv(2024)
Sarah Muth, Frederieke Moschref, Luca Freckmann, Sophia Mutschall, Ines Garcia-Plaza, Julius N Bahr, Arsen Petrovic, Thanh Thao Do, Valentin Schwarze,Anwai Archit, Kirsten Weyand, Susann Michanski,Lydia Maus,Cordelia Imig,Nils Brose,Carolin Wichmann, Ruben Fernandez-Busnadiego,Tobias Moser, Silvio O Rizzoli, Benjamin H Cooper,Constantin Pape
biorxiv(2024)
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Author Statistics
#Papers: 59
#Citation: 1310
H-Index: 18
G-Index: 30
Sociability: 6
Diversity: 2
Activity: 22
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