Scientific Publications Search Search Author Impact Factor Release Date Research Group Search Sort by RelevanceFrom A-ZAuthored onDate/Time RangeRelease date Order AscDesc Albrecht, Jan Philipp (2) Beule, Dieter Dr. (1) Franzen, Jannik Moritz (2) Gotthardt, Michael Prof. Dr. (1) Guarino, Vanessa Emanuela (3) Guignard, Leo Dr. (3) Haucke, Volker Professor (1) Hinze, Christian Dr. med. Dipl.-Math. 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multiple instance learning J. Cersovsky S. Mohammadi D. Kainmueller J. Hoehne December 25, 2023 ACTIS: improving data efficiency by leveraging semi-supervised augmentation consistency training for instance segmentation J.L. Rumberger J. Franzen P. Hirsch J.P. Albrecht D. Kainmueller February, 2024 / Nat Methods Understanding metric-related pitfalls in image analysis validation A. Reinke M.D. Tizabi M. Baumgartner M. Eisenmann D. Heckmann-Nötzel A.E. Kavur T. Rädsch C.H. Sudre L. Acion M. Antonelli T. Arbel S. Bakas A. Benis F. Buettner M.J. Cardoso V. Cheplygina J. Chen E. Christodoulou B.A. Cimini K. Farahani L. Ferrer A. Galdran B. van Ginneken B. Glocker P. Godau D.A. Hashimoto M.M. Hoffman M. Huisman F. Isensee P. Jannin C.E. Kahn D. Kainmueller B. Kainz A. Karargyris J. Kleesiek F. Kofler T. Kooi A. Kopp-Schneider M. Kozubek A. Kreshuk T. Kurc B.A. Landman G. Litjens A. Madani K. Maier-Hein A.L. Martel E. Meijering B. Menze K.G.M. Moons H. Müller B. Nichyporuk F. Nickel J. Petersen S.M. Rafelski N. Rajpoot M. Reyes M.A. Riegler N. Rieke J. Saez-Rodriguez C.I. Sánchez S. Shetty R.M. Summers A.A. Taha A. Tiulpin S.A. Tsaftaris B. Van Calster G. Varoquaux Z.R. Yaniv P.F. Jäger L. Maier-Hein February 12, 2024 / Nat Methods Metrics reloaded: recommendations for image analysis validation L. Maier-Hein A. Reinke P. Godau M.D. Tizabi F. Buettner E. Christodoulou B. Glocker F. Isensee J. Kleesiek M. Kozubek M. Reyes M.A. Riegler M. Wiesenfarth A.E. Kavur C.H. Sudre M. Baumgartner M. Eisenmann D. Heckmann-Nötzel T. Rädsch L. Acion M. Antonelli T. Arbel S. Bakas A. Benis M.B. Blaschko M.J. Cardoso V. Cheplygina B.A. Cimini G.S. Collins K. Farahani L. Ferrer A. Galdran B. van Ginneken R. Haase D.A. Hashimoto M.M. Hoffman M. Huisman P. Jannin C.E. Kahn D. Kainmueller B. Kainz A. Karargyris A. Karthikesalingam F. Kofler A. Kopp-Schneider A. Kreshuk T. Kurc B.A. Landman G. Litjens A. Madani K. Maier-Hein A.L. Martel P. Mattson E. Meijering B. Menze K.G.M. Moons H. Müller B. Nichyporuk F. Nickel J. Petersen N. Rajpoot N. Rieke J. Saez-Rodriguez C.I. Sánchez S. Shetty M. van Smeden R.M. Summers A.A. Taha A. Tiulpin S.A. Tsaftaris B. Van Calster G. Varoquaux P.F. Jäger August, 2024 / Futur Gener Comp Syst Validity constraints for data analysis workflows F. Schintke K. Belhajjame N. De Mecquenem D. Frantz V.E. Guarino M. Hilbrich F. Lehmann P. Missier R. Sattler J.A. Sparka D.T. Speckhard H. Stolte A.D. Vu U. Leser March 25, 2024 / CEUR Workshop Proceedings TLIMB - a transfer learning framework for image analysis of the brain M.A. Schulz J.P. Albrecht A. Yilmaz A. Koch D. Kainmüller U. Leser K. Ritter July 10, 2024 / CCIS Model guidance via explanations turns image classifiers into segmentation models X. Yu J. Franzen W. Samek M.M.C. Höhne D. Kainmueller August 09, 2024 / bioRxiv Do transformers and CNNs learn different concepts of brain age? N.T. Siegel D. Kainmueller F. Deniz K. Ritter M.A. Schulz August 22, 2024 / ISBI Simultaneous lung cell and nucleus segmentation from labelled versus unlabelled human lung DIC images M. Dohmen M. Mittermaier J.L. Rumberger L.L. Yang A.D. Gruber M. Toennies S. Hippenstiel D. Kainmueller A.C. Hocke July 26, 2021 / bioRxiv PatchPerPixMatch for automated 3d search of neuronal morphologies in light microscopy L. Mais P. Hirsch C. Managan K. Wang K. Rokicki R.R. Svirskas B.J. Dickson W. Korff G.M. Rubin G. Ihrke G.W. Meissner D. Kainmueller Pagination Current page 1 Page 2 Page 3 Page 4 … Next page Next › Last page Last »
December 25, 2023 Towards hierarchical regional transformer-based multiple instance learning J. Cersovsky S. Mohammadi D. Kainmueller J. Hoehne
December 25, 2023 ACTIS: improving data efficiency by leveraging semi-supervised augmentation consistency training for instance segmentation J.L. Rumberger J. Franzen P. Hirsch J.P. Albrecht D. Kainmueller
February, 2024 / Nat Methods Understanding metric-related pitfalls in image analysis validation A. Reinke M.D. Tizabi M. Baumgartner M. Eisenmann D. Heckmann-Nötzel A.E. Kavur T. Rädsch C.H. Sudre L. Acion M. Antonelli T. Arbel S. Bakas A. Benis F. Buettner M.J. Cardoso V. Cheplygina J. Chen E. Christodoulou B.A. Cimini K. Farahani L. Ferrer A. Galdran B. van Ginneken B. Glocker P. Godau D.A. Hashimoto M.M. Hoffman M. Huisman F. Isensee P. Jannin C.E. Kahn D. Kainmueller B. Kainz A. Karargyris J. Kleesiek F. Kofler T. Kooi A. Kopp-Schneider M. Kozubek A. Kreshuk T. Kurc B.A. Landman G. Litjens A. Madani K. Maier-Hein A.L. Martel E. Meijering B. Menze K.G.M. Moons H. Müller B. Nichyporuk F. Nickel J. Petersen S.M. Rafelski N. Rajpoot M. Reyes M.A. Riegler N. Rieke J. Saez-Rodriguez C.I. Sánchez S. Shetty R.M. Summers A.A. Taha A. Tiulpin S.A. Tsaftaris B. Van Calster G. Varoquaux Z.R. Yaniv P.F. Jäger L. Maier-Hein
February 12, 2024 / Nat Methods Metrics reloaded: recommendations for image analysis validation L. Maier-Hein A. Reinke P. Godau M.D. Tizabi F. Buettner E. Christodoulou B. Glocker F. Isensee J. Kleesiek M. Kozubek M. Reyes M.A. Riegler M. Wiesenfarth A.E. Kavur C.H. Sudre M. Baumgartner M. Eisenmann D. Heckmann-Nötzel T. Rädsch L. Acion M. Antonelli T. Arbel S. Bakas A. Benis M.B. Blaschko M.J. Cardoso V. Cheplygina B.A. Cimini G.S. Collins K. Farahani L. Ferrer A. Galdran B. van Ginneken R. Haase D.A. Hashimoto M.M. Hoffman M. Huisman P. Jannin C.E. Kahn D. Kainmueller B. Kainz A. Karargyris A. Karthikesalingam F. Kofler A. Kopp-Schneider A. Kreshuk T. Kurc B.A. Landman G. Litjens A. Madani K. Maier-Hein A.L. Martel P. Mattson E. Meijering B. Menze K.G.M. Moons H. Müller B. Nichyporuk F. Nickel J. Petersen N. Rajpoot N. Rieke J. Saez-Rodriguez C.I. Sánchez S. Shetty M. van Smeden R.M. Summers A.A. Taha A. Tiulpin S.A. Tsaftaris B. Van Calster G. Varoquaux P.F. Jäger
August, 2024 / Futur Gener Comp Syst Validity constraints for data analysis workflows F. Schintke K. Belhajjame N. De Mecquenem D. Frantz V.E. Guarino M. Hilbrich F. Lehmann P. Missier R. Sattler J.A. Sparka D.T. Speckhard H. Stolte A.D. Vu U. Leser
March 25, 2024 / CEUR Workshop Proceedings TLIMB - a transfer learning framework for image analysis of the brain M.A. Schulz J.P. Albrecht A. Yilmaz A. Koch D. Kainmüller U. Leser K. Ritter
July 10, 2024 / CCIS Model guidance via explanations turns image classifiers into segmentation models X. Yu J. Franzen W. Samek M.M.C. Höhne D. Kainmueller
August 09, 2024 / bioRxiv Do transformers and CNNs learn different concepts of brain age? N.T. Siegel D. Kainmueller F. Deniz K. Ritter M.A. Schulz
August 22, 2024 / ISBI Simultaneous lung cell and nucleus segmentation from labelled versus unlabelled human lung DIC images M. Dohmen M. Mittermaier J.L. Rumberger L.L. Yang A.D. Gruber M. Toennies S. Hippenstiel D. Kainmueller A.C. Hocke
July 26, 2021 / bioRxiv PatchPerPixMatch for automated 3d search of neuronal morphologies in light microscopy L. Mais P. Hirsch C. Managan K. Wang K. Rokicki R.R. Svirskas B.J. Dickson W. Korff G.M. Rubin G. Ihrke G.W. Meissner D. Kainmueller