Marco Nolden

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 33

Top Venues

Bildverarbeitung für die Medizin

CoRR

Int. J. Comput. Assist. Radiol. Surg.

Medical Imaging: Image-Guided Procedures

Heidelberg University (PHD)

Education History

Heidelberg University

PHD

Publications

Jonas R. Bohn, Christian M. Heidt, Silvia Dias Almeida, Lisa Kausch, Michael Götz, Marco Nolden, Petros Christopoulos, Stephan Rheinheimer, Alan A. Peters, Oyunbileg von Stackelberg, Hans-Ulrich Kauczor, Klaus H. Maier-Hein, Claus Peter Heußel, Tobias Norajitra
Abstract: Radiomics Processing Toolkit - Role of Feature Computation on Prediction Performance. Bildverarbeitung für die Medizin (2024)
Maximilian Fischer, Peter F. Neher, Peter Schüffler, Shuhan Xiao, Silvia Dias Almeida, Constantin Ulrich, Alexander Muckenhuber, Rickmer Braren, Michael Götz, Jens Kleesiek, Marco Nolden, Klaus H. Maier-Hein
Abstract: Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning. Bildverarbeitung für die Medizin (2024)
Lucas Kulla, Philipp Schader, Klaus H. Maier-Hein, Marco Nolden
Harmonized Import of Clinical Research Data for the Open Source Image Analysis Platform Kaapana. Bildverarbeitung für die Medizin (2024)
Silvia Dias Almeida, Carsten T. Lüth, Tobias Norajitra, Tassilo Wald, Marco Nolden, Paul F. Jäger, Claus Peter Heussel, Jürgen Biederer, Oliver Weinheimer, Klaus H. Maier-Hein
Abstract: Reformulating COPD Classification on Chest CT Scans as Anomaly Detection using Contrastive Representations - cOOpD. Bildverarbeitung für die Medizin (2024)
Maximilian Fischer, Peter Neher, Tassilo Wald, Silvia Dias Almeida, Shuhan Xiao, Peter J. Schüffler, Rickmer Braren, Michael Götz, Alexander Muckenhuber, Jens Kleesiek, Marco Nolden, Klaus H. Maier-Hein
Learned Image Compression for HE-stained Histopathological Images via Stain Deconvolution. CoRR (2024)
Maximilian Fischer, Peter F. Neher, Michael Götz, Shuhan Xiao, Silvia Dias Almeida, Peter Schüffler, Alexander Muckenhuber, Rickmer Braren, Jens Kleesiek, Marco Nolden, Klaus H. Maier-Hein
Abstract: Deep-learning on Lossily Compressed Pathology Images - Adverse Effects for ImageNet Pre-trained Models. Bildverarbeitung für die Medizin (2023)
Lucas Kulla, Jens Bröder, Constanze Curdt, Markus Kubin, Helen Kollai, Christine Lemster, Marco Nolden, Kai Schmieder, Annika Strupp, Karl-Uwe Stucky, Emanuel Söding, Konstantin Pascal Walter, Arndt Witold
The HMC Information Portal for Enhanced Metadata Collaboration in the Helmholtz FAIR Data Space. CoRDI (2023)
Maximilian Fischer, Peter F. Neher, Peter Schüffler, Shuhan Xiao, Silvia Dias Almeida, Constantin Ulrich, Alexander Muckenhuber, Rickmer Braren, Michael Götz, Jens Kleesiek, Marco Nolden, Klaus H. Maier-Hein
Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning. MLMI@MICCAI (2) (2023)
Jonas R. Bohn, Christian M. Heidt, Silvia Dias Almeida, Lisa Kausch, Michael Götz, Marco Nolden, Petros Christopoulos, Stephan Rheinheimer, Alan A. Peters, Oyunbileg von Stackelberg, Hans-Ulrich Kauczor, Klaus H. Maier-Hein, Claus Peter Heussel, Tobias Norajitra
RPTK: The Role of Feature Computation on Prediction Performance. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI (2023)
Silvia Dias Almeida, Carsten T. Lüth, Tobias Norajitra, Tassilo Wald, Marco Nolden, Paul F. Jäger, Claus Peter Heussel, Jürgen Biederer, Oliver Weinheimer, Klaus H. Maier-Hein
cOOpD: Reformulating COPD Classification on Chest CT Scans as Anomaly Detection Using Contrastive Representations. MICCAI (5) (2023)
Silvia Dias Almeida, Carsten T. Lüth, Tobias Norajitra, Tassilo Wald, Marco Nolden, Paul F. Jaeger, Claus Peter Heussel, Jürgen Biederer, Oliver Weinheimer, Klaus H. Maier-Hein
cOOpD: Reformulating COPD classification on chest CT scans as anomaly detection using contrastive representations. CoRR (2023)
Maximilian Fischer, Philipp Schader, Rickmer Braren, Michael Götz, Alexander Muckenhuber, Wilko Weichert, Peter Schüffler, Jens Kleesiek, Jonas Scherer, Klaus Kades, Klaus H. Maier-Hein, Marco Nolden
DICOM Whole Slide Imaging for Computational Pathology Research in Kaapana and the Joint Imaging Platform. Bildverarbeitung für die Medizin (2022)
Klaus Kades, Jonas Scherer, Jan Scholtyssek, Tobias Penzkofer, Marco Nolden, Klaus H. Maier-Hein
Efficient DICOM Image Tagging and Cohort Curation Within Kaapana. Bildverarbeitung für die Medizin (2022)
René Caspart, Sebastian Ziegler, Arvid Weyrauch, Holger Obermaier, Simon Raffeiner, Leon Pascal Schuhmacher, Jan Scholtyssek, Darya Trofimova, Marco Nolden, Ines Reinartz, Fabian Isensee, Markus Götz, Charlotte Debus
Precise Energy Consumption Measurements of Heterogeneous Artificial Intelligence Workloads. ISC Workshops (2022)
Maximilian Fischer, Peter F. Neher, Michael Götz, Shuhan Xiao, Silvia Dias Almeida, Peter Schüffler, Alexander Muckenhuber, Rickmer Braren, Jens Kleesiek, Marco Nolden, Klaus H. Maier-Hein
Deep Learning on Lossily Compressed Pathology Images: Adverse Effects for ImageNet Pre-trained Models. MOVI@MICCAI (2022)
René Caspart, Sebastian Ziegler, Arvid Weyrauch, Holger Obermaier, Simon Raffeiner, Leon Pascal Schuhmacher, Jan Scholtyssek, Darya Trofimova, Marco Nolden, Ines Reinartz, Fabian Isensee, Markus Götz, Charlotte Debus
Precise Energy Consumption Measurements of Heterogeneous Artificial Intelligence Workloads. CoRR (2022)
Jonas Scherer, Marco Nolden, Jens Kleesiek, Jasmin Metzger, Klaus Kades, Verena Schneider, Hanno Gao, Peter F. Neher, Ralf Floca, Heinz-Peter Schlemmer, Klaus H. Maier-Hein
Abstract: Joint Imaging Platform for Federated Clinical Data Analytics. Bildverarbeitung für die Medizin (2021)
Ina Kompan, Charlotte Debus, Michael Ingrisch, Klaus H. Maier-Hein, Amir Abdollahi, Marco Nolden, Ralf Floca
Abstract: MITK-ModelFit. Bildverarbeitung für die Medizin (2020)
Tobias Stein, Jasmin Metzger, Jonas Scherer, Fabian Isensee, Tobias Norajitra, Jens Kleesiek, Klaus H. Maier-Hein, Marco Nolden
Efficient Web-Based Review for Automatic Segmentation of Volumetric DICOM Images. Bildverarbeitung für die Medizin (2019)
Thomas Kirchner, Janek Gröhl, Franz Sattler, Moritz S. Bischoff, Angelika Laha, Marco Nolden, Lena Maier-Hein
An open-source software platform for translational photoacoustic research and its application to motion-corrected blood oxygenation estimation. CoRR (2019)
Sarina Thomas, Fabian Isensee, Simon Kohl, Maxim Privalov, Nils Beisemann, Benedict Swartman, Holger Keil, Sven Yves Vetter, Jochen Franke, Paul Alfred Grützner, Lena Maier-Hein, Marco Nolden, Klaus H. Maier-Hein
Computer-assisted intra-operative verification of surgical outcome for the treatment of syndesmotic injuries through contralateral side comparison. Int. J. Comput. Assist. Radiol. Surg. 14 (12) (2019)
Charlotte Debus, Ralf Floca, Michael Ingrisch, Ina Kompan, Klaus H. Maier-Hein, Amir Abdollahi, Marco Nolden
MITK-ModelFit: A generic open-source framework for model fits and their exploration in medical imaging - design, implementation and application on the example of DCE-MRI. BMC Bioinform. 20 (1) (2019)
Caspar J. Goch, Jasmin Metzger, Martin Hettich, André Klein, Tobias Norajitra, Michael Götz, Jens Petersen, Klaus H. Maier-Hein, Marco Nolden
Automated Containerized Medical Image Processing Based on MITK and Python - A Modular System to Implement Medical Image Processing Pipelines and Visualize Meta Data. Bildverarbeitung für die Medizin (2018)
Jens Petersen, Sabine Heiland, Martin Bendszus, Jürgen Debus, Marco Nolden, Caspar J. Goch, Klaus Hermann Maier-Hein
Abstract: Leveraging Open Source Software to Close Translational Gaps in Medical Image Computing. Bildverarbeitung für die Medizin (2018)
Caspar J. Goch, Jasmin Metzger, Marco Nolden
Tutorial: Medical Image Processing with MITK Introduction and new Developments. Bildverarbeitung für die Medizin (2017)
Sarina Thomas, Marc Schnetzke, Michael Brehler, Benedict Swartman, Sven Yves Vetter, Jochen Franke, Paul Alfred Grützner, Hans-Peter Meinzer, Marco Nolden
Upper ankle joint space detection on low contrast intraoperative fluoroscopic C-arm projections. Medical Imaging: Image-Guided Procedures (2017)
Sarina Thomas, Marc Schnetzke, Jochen Franke, Sven Yves Vetter, Benedict Swartman, Paul Alfred Grützner, Hans-Peter Meinzer, Marco Nolden
Abstract: Detektion des tibiotalaren Gelenkspaltes in intraoperativen C-Bogen Projektionen. Bildverarbeitung für die Medizin (2017)
Martin Klemm, Thomas Kirchner, Janek Gröhl, Dominique Cheray, Marco Nolden, Alexander Seitel, Harald Hoppe, Lena Maier-Hein, Alfred M. Franz
MITK-OpenIGTLink for combining open-source toolkits in real-time computer-assisted interventions. Int. J. Comput. Assist. Radiol. Surg. 12 (3) (2017)
Caspar Jonas Goch, Jasmin Metzger, Marco Nolden
Abstract: Medical Research Data Management Using MITK and XNAT - Connecting Medical Image Software and Data Management Systems in a Research Context. Bildverarbeitung für die Medizin (2017)
Darko Katic, Maria Maleshkova, Sandy Engelhardt, Ivo Wolf, Keno März, Lena Maier-Hein, Marco Nolden, Martin Wagner, Hannes Kenngott, Beat Peter Müller-Stich, Rüdiger Dillmann, Stefanie Speidel
What does it all mean? Capturing Semantics of Surgical Data and Algorithms with Ontologies. CoRR (2017)
Andreas Fetzer, Nico Riecker, Jasmin Metzger, Caspar J. Goch, Hans-Peter Meinzer, Marco Nolden
Suggesting Optimal Delineation Planes for Interactive 3D Segmentation. Bildverarbeitung für die Medizin (2016)
Patrick Philipp, Maria Maleshkova, Darko Katic, Christian Weber, Michael Götz, Achim Rettinger, Stefanie Speidel, Benedikt Kämpgen, Marco Nolden, Anna-Laura Wekerle, Rüdiger Dillmann, Hannes Kenngott, Beat P. Müller-Stich, Rudi Studer
Toward cognitive pipelines of medical assistance algorithms. Int. J. Comput. Assist. Radiol. Surg. 11 (9) (2016)
Nicolai Schoch, Patrick Philipp, Tobias Weller, Sandy Engelhardt, Mykola Volovyk, Andreas Fetzer, Marco Nolden, Raffaele De Simone, Ivo Wolf, Maria Maleshkova, Achim Rettinger, Rudi Studer, Vincent Heuveline
Cognitive tools pipeline for assistance of mitral valve surgery. Medical Imaging: Image-Guided Procedures (2016)
Keno März, Mohammadreza Hafezi, Tobias Weller, Arash Saffari, Marco Nolden, Nassim Fard, A. Majlesara, Sascha Zelzer, Maria Maleshkova, Mykola Volovyk, N. Gharabaghi, Martin Wagner, G. Emami, Sandy Engelhardt, Andreas Fetzer, Hannes Kenngott, N. Rezai, Achim Rettinger, Rudi Studer, Arianeb Mehrabi, Lena Maier-Hein
Toward knowledge-based liver surgery: holistic information processing for surgical decision support. Int. J. Comput. Assist. Radiol. Surg. 10 (6) (2015)
Eric Heim, Tobias Roß, Tobias Norajitra, Marco Nolden, Keno März, Daniel Kondermann, Stefanie Speidel, Klaus H. Maier-Hein, Lena Maier-Hein
Crowdgestützte Organsegmentierung: Möglichkeiten und Grenzen. CURAC (2015)
Benedikt Kämpgen, Keno März, Mohammadreza Hafezi, Alfred Adler, Patrick Philipp, Sascha Zelzer, Arash Saffari, Marco Nolden, Arianeb Mehrabi, Lena Maier-Hein, Achim Rettinger
Challenges in Collecting Patient Characteristics for Analysis using Linked Data. CURAC (2014)
Philipp Gemmeke, Maria Maleshkova, Patrick Philipp, Michael Götz, Christian Weber, Benedikt Kämpgen, Marco Nolden, Klaus H. Maier-Hein, Achim Rettinger
Using Linked Data and Web APIs for Automating the Pre-processing of Medical Images. COLD (2014)
Keno März, Alfred Michael Franz, Alexander Seitel, A. Winterstein, Rolf Bendl, Sascha Zelzer, Marco Nolden, Hans-Peter Meinzer, Lena Maier-Hein
MITK-US: real-time ultrasound support within MITK. Int. J. Comput. Assist. Radiol. Surg. 9 (3) (2014)
Marco Nolden, Sascha Zelzer, Andreas Fetzer, Jasmin Metzger
Entwicklung interaktiver Bildverarbeitungssysteme mit MITK und CTK. Bildverarbeitung für die Medizin (2014)
Marco Nolden, Sascha Zelzer, Alexander Seitel, Diana Wald, Michael Müller, Alfred M. Franz, Daniel Maleike, Markus Fangerau, Matthias Baumhauer, Lena Maier-Hein, Klaus H. Maier-Hein, Hans-Peter Meinzer, Ivo Wolf
The Medical Imaging Interaction Toolkit: challenges and advances. Int. J. Comput. Assist. Radiol. Surg. 8 (4) (2013)
Alfred M. Franz, Alexander Seitel, Mark Servatius, C. Zöllner, Ingmar Gergel, Ingmar Wegner, Jochen Neuhaus, Sascha Zelzer, Marco Nolden, Johannes Gaa, P. Mercea, Kwong Yung, Christof M. Sommer, Boris A. Radeleff, Heinz-Peter Schlemmer, Hans-Ulrich Kauczor, Hans-Peter Meinzer, Lena Maier-Hein
Simplified development of image-guided therapy software with MITK-IGT. Medical Imaging: Image-Guided Procedures (2012)
Alexander Seitel, Kwong Yung, Sven Mersmann, Thomas Kilgus, Anja Groch, Thiago R. dos Santos, Alfred M. Franz, Marco Nolden, Hans-Peter Meinzer, Lena Maier-Hein
MITK-ToF - Range data within MITK. Int. J. Comput. Assist. Radiol. Surg. 7 (1) (2012)
Daniel Stein, Klaus H. Fritzsche, Marco Nolden, Hans-Peter Meinzer, Ivo Wolf
The extensible open-source rigid and affine image registration module of the Medical Imaging Interaction Toolkit (MITK). Comput. Methods Programs Biomed. 100 (1) (2010)
Ivo Wolf, Marco Nolden, Tobias Schwarz, Hans-Peter Meinzer
Integrating the visualization concept of the medical imaging interaction toolkit (MITK) into the XIP-Builder visual programming environment. Medical Imaging: Image-Guided Procedures (2010)
Daniel Maleike, Marco Nolden, Hans-Peter Meinzer, Ivo Wolf
Interactive segmentation framework of the Medical Imaging Interaction Toolkit. Comput. Methods Programs Biomed. 96 (1) (2009)
Jochen Neuhaus, Ingmar Wegner, Johannes Käst, Matthias Baumhauer, Alexander Seitel, Ingmar Gergel, Marco Nolden, Daniel Maleike, Ivo Wolf, Hans-Peter Meinzer, Lena Maier-Hein
MITK-IGT: Eine Navigationskomponente für das Medical Imaging Interaction Toolkit. Bildverarbeitung für die Medizin (2009)
Daniel Maleike, Jochen Neuhaus, Tobias Heimann, Marco Nolden, J. Poxleitner, Max Schöbinger, Tina Schwarz, Mathias Seitel, Ingmar Wegner, Philipp Wolber, Hans-Peter Meinzer, Ivo Wolf
Qualitätszentrierte Softwareentwicklung in wissenschaftlichen Arbeitsgruppen Auf dem Weg vom Prototypen zum Produkt. Bildverarbeitung für die Medizin (2008)
Michael Hasselberg, Ivo Wolf, Marco Nolden, Mathias Seitel, Hans-Peter Meinzer, Uwe Engelmann
MITK als telekonferenzfähiges PlugIn in der CHILI-Workstation. Bildverarbeitung für die Medizin (2007)
Ivo Wolf, Marcus Vetter, Ingmar Wegner, Thomas Böttger, Marco Nolden, Max Schöbinger, Mark Hastenteufel, Tobias Kunert, Hans-Peter Meinzer
The Medical Imaging Interaction Toolkit. Medical Image Anal. 9 (6) (2005)
Ivo Wolf, Marcus Vetter, Ingmar Wegner, Marco Nolden, Thomas Böttger, Mark Hastenteufel, Max Schöbinger, Tobias Kunert, Hans-Peter Meinzer
The medical imaging interaction toolkit (MITK): a toolkit facilitating the creation of interactive software by extending VTK and ITK. Medical Imaging: Image-Guided Procedures (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marco Nolden