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. (1) Jüttner, Rene Dr. (1) Landthaler, Markus Prof. Dr. (1) Mais, Lisa (6) Obermayer-Wasserscheid, Benedikt Dr. (1) Preibisch, Stephan Dr. (2) Rathjen, Fritz Prof. Dr. (1) Rumberger, Josef Lorenz (7) Winklmayr, Claudia Simone (1) Wyler, Emanuel Dr. (1) Yu, Xiaoyan (2) (-) Kainmüller, Dagmar Prof. Dr. (49) 2008 (3) 2009 (5) 2010 (2) 2011 (1) 2012 (1) 2013 (2) 2014 (2) 2015 (2) 2016 (4) 2017 (3) 2019 (3) 2020 (2) 2021 (3) 2022 (6) 2023 (4) 2024 (6) AG Müller/Dechend (ECRC) (14) Animal Phenotyping (2) Biobank (1) Bioinformatics and Omics Data Science (2) Biology of Malignant Lymphomas (2) (-) Biomedical Image Analysis (49) Cardiac MRI (4) Chemical Biology (1) Computational Regulatory Genomics (4) Developmental Neurobiology (1) Epigenetic Regulation and Chromatin Architecture (1) Experimental Ultrahigh-Field MR (25) Genetics and Genomics of Cardiovascular Diseases (27) Host-microbiome factors in cardiovascular disease (1) Hypertension-caused End-Organ Damage (14) Hypertension-Mediated End-Organ Damage (14) Image Data Analysis (1) Integrative Vascular Biology (1) Magnetic Resonance (25) Mathematical Cell Physiology (1) Molecular Biology of Peptide Hormones (4) Molecular Cardiovascular Research (3) Molecular Epidemiology (1) Molecular Genetics of Chronic Inflammation and Allergic Disease (4) Molecular Immunology and Gene Therapy (1) Myology (1) Nephrology and Inflammatory Vascular Diseases (9) Non-coding RNAs and Mechanisms of Cytoplasmic Gene Regulation (2) Out-patient Clinic for Neuroimmunology (1) Pluripotent Stem Cells (1) Proteome Dynamics (6) Proteomics (2) Proteomics and Metabolomics (1) Proteomics and Molecular Mechanisms of Neurodegenerative Diseases (1) Quantitative Developmental Biology (1) RNA Biology and Posttranscriptional Regulation (11) Screening Unit (1) Structural Biology of Membrane-Associated Processes (1) Synaptic Transmission and Plasticity (1) Systems Biology Imaging (1) Systems Biology of Gene Regulatory Elements (1) Translational Bioinformatics (4) Translational Cardiology and Functional Genomics (2) 49 Results: Active Filter: Kainmüller, Dagmar Prof. Dr.Biomedical Image Analysis Sort: Result score Newest to oldest Oldest to newest 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 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 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 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 June, 2016 / J Real Time Image Process GPU-accelerated level-set segmentation J. Lamas-Rodríguez D.B. Heras F. Argüello D. Kainmueller S. Zachow M. Bóo 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
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
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 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
June, 2016 / J Real Time Image Process GPU-accelerated level-set segmentation J. Lamas-Rodríguez D.B. Heras F. Argüello D. Kainmueller S. Zachow M. Bóo