Christoph Palm

According to our database, Christoph Palm authored at least 61 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Layer-selective deep representation to improve esophageal cancer classification.

Luis Antônio de Souza, Leandro A. Passos, Marcos Cleison S. Santana, Robert Mendel, David Rauber, Alanna Ebigbo, Andreas Probst, Helmut Messmann, João Paulo Papa, Christoph Palm

Medical Biol. Eng. Comput., November, 2024

Corrigendum to "Methods and datasets for segmentation of minimally invasive surgical instruments in endoscopic images and videos: A review of the state of the art" [Comput. Biol. Med. 169 (2024) 107929].

Tobias Rueckert, Daniel Rueckert, Christoph Palm

Comput. Biol. Medicine, March, 2024

Methods and datasets for segmentation of minimally invasive surgical instruments in endoscopic images and videos: A review of the state of the art.

Tobias Rueckert, Daniel Rueckert, Christoph Palm

Comput. Biol. Medicine, February, 2024

DeepCraftFuse: visual and deeply-learnable features work better together for esophageal cancer detection in patients with Barrett's esophagus.

Luis Antônio de Souza Júnior, André G. C. Pacheco, Leandro A. Passos, Marcos C. S. Santana, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João Paulo Papa

Neural Comput. Appl., 2024

Motion-Corrected Moving Average: Including Post-Hoc Temporal Information for Improved Video Segmentation.

Robert Mendel, Tobias Rueckert, Dirk Wilhelm, Daniel Rueckert, Christoph Palm

CoRR, 2024

LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion Detection.

Luis A. Souza, André G. C. Pacheco, Gabriel De Angelo, Thiago Oliveira-Santos, Christoph Palm, João P. Papa

Proceedings of the 37th SIBGRAPI Conference on Graphics, Patterns and Images, 2024

Smoke Classification in Laparoscopic Cholecystectomy Videos Incorporating Spatio-temporal Information.

Tobias Rueckert, Maximilian Rieder, Hubertus Feussner, Dirk Wilhelm, Daniel Rueckert, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

Data Augmentation for Images of Chronic Foot Wounds.

Max Gutbrod, Benedikt Geisler, David Rauber, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2023

Learning the shape of female breasts: an open-access 3D statistical shape model of the female breast built from 110 breast scans.

Maximilian Weiherer, Andreas Eigenberger, Bernhard Egger, Vanessa Brébant, Lukas Prantl, Christoph Palm

Vis. Comput., April, 2023

Error-Correcting Mean-Teacher: Corrections instead of consistency-targets applied to semi-supervised medical image segmentation.

Robert Mendel, David Rauber, Luis Antônio de Souza, João P. Papa, Christoph Palm

Comput. Biol. Medicine, March, 2023

Exploring the Effects of Contrastive Learning on Homogeneous Medical Image Data.

Robert Mendel, David Rauber, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

2022

Analysis of Celiac Disease with Multimodal Deep Learning.

David Rauber, Robert Mendel, Markus W. Scheppach, Alanna Ebigbo, Helmut Messmann, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

Classification of Vascular Malformations Based on T2 STIR Magnetic Resonance Imaging.

Danilo Weber Nunes, Michael Hammer, Simone Hammer, Wibke Uller, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2022, 2022

2021

Learning the shape of female breasts: an open-access 3D statistical shape model of the female breast built from 110 breast scans.

Maximilian Weiherer, Andreas Eigenberger, Vanessa Brébant, Lukas Prantl, Christoph Palm

CoRR, 2021

Learning Visual Representations with Optimum-Path Forest and its Applications to Barrett's Esophagus and Adenocarcinoma Diagnosis.

Luis Antônio de Souza Júnior, Luis C. S. Afonso, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Robert Mendel, Christoph Palm, João P. Papa

CoRR, 2021

Convolutional Neural Networks for the evaluation of cancer in Barrett's esophagus: Explainable AI to lighten up the black-box.

Luis Antônio de Souza Júnior, Robert Mendel, Sophia Strasser, Alanna Ebigbo, Andreas Probst, Helmut Messmann, João P. Papa, Christoph Palm

Comput. Biol. Medicine, 2021

IJCARS: BVM 2021 special issue.

Andreas K. Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff

Int. J. Comput. Assist. Radiol. Surg., 2021

Fine-tuning Generative Adversarial Networks using Metaheuristics - A Case Study on Barrett's Esophagus Identification.

Luis Antônio de Souza, Leandro A. Passos, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João Paulo Papa

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

Abstract: Semi-supervised Segmentation Based on Error-correcting Supervision.

Robert Mendel, Luis Antônio de Souza Júnior, David Rauber, João Paulo Papa, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020

2018 Robotic Scene Segmentation Challenge.

Max Allan, Satoshi Kondo, Sebastian Bodenstedt, Stefan Leger, Rahim Kadkhodamohammadi, Imanol Luengo, Félix Fuentes-Hurtado, Evangello Flouty, Ahmed Kedir Mohammed, Marius Pedersen, Avinash Kori, Alex Varghese, Ganapathy Krishnamurthi, David Rauber, Robert Mendel, Christoph Palm, Sophia Bano, Guinther Saibro, Chi-Sheng Shih, Hsun-An Chiang, Juntang Zhuang, Junlin Yang, Vladimir Iglovikov, Anton Dobrenkii, Madhu Reddiboina, Anubhav Reddy, Xingtong Liu, Cong Gao, Mathias Unberath, Mahdi Azizian, Danail Stoyanov, Lena Maier-Hein, Stefanie Speidel

CoRR, 2020

Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks.

Luis Antônio de Souza Júnior, Leandro A. Passos, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João P. Papa

Comput. Biol. Medicine, 2020

Semi-supervised Segmentation Based on Error-Correcting Supervision.

Robert Mendel, Luis Antônio de Souza, David Rauber, João Paulo Papa, Christoph Palm

Proceedings of the Computer Vision - ECCV 2020, 2020

Retrospective Color Shading Correction for Endoscopic Images.

Maximilian Weiherer, Martin Zorn, Thomas Wittenberg, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

Semantic Lung Segmentation Using Convolutional Neural Networks.

Ching-Sheng Chang, Jin-Fa Lin, Ming-Ching Lee, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

2019

Barrett's esophagus analysis using infinity Restricted Boltzmann Machines.

Leandro A. Passos, Luis Antônio de Souza Júnior, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João Paulo Papa

J. Vis. Commun. Image Represent., 2019

Force-feedback assisted and virtual fixtures based K-wire drilling simulation.

Johannes Maier, Jérôme Perret, Michaela Huber, Martina Simon, Stephanie Schmitt-Rüth, Thomas Wittenberg, Christoph Palm

Comput. Biol. Medicine, 2019

IJCARS: BVM 2019 special issue.

Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff

Int. J. Comput. Assist. Radiol. Surg., 2019

Guest editorial of the IJCARS - BVM 2018 special issue.

Andreas K. Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff

Int. J. Comput. Assist. Radiol. Surg., 2019

Synthesis of Medical Images Using GANs.

Luise Middel, Christoph Palm, Marius Erdt

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures, 2019

Abstract: Imitating Human Soft Tissue with Dual-Daterial 3D Printing.

Johannes Maier, Maximilian Weiherer, Michaela Huber, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

2018

A survey on Barrett's esophagus analysis using machine learning.

Luis Antônio de Souza, Christoph Palm, Robert Mendel, Christian Hook, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Silke A. T. Weber, João P. Papa

Comput. Biol. Medicine, 2018

Barrett's Esophagus Identification Using Color Co-Occurrence Matrices.

Luis Souza, Alanna Ebigbo, Andreas Probst, Helmut Messmann, João Paulo Papa, Robert Mendel, Christoph Palm

Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

Force-feedback-assisted Bone Drilling Simulation Based on CT Data.

Johannes Maier, Michaela Huber, Uwe Katzky, Jérôme Perret, Thomas Wittenberg, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

CT-basiertes virtuelles Fräsen am Felsenbein - Bild- und haptischen Wiederholfrequenzen bei unterschiedlichen Rendering Methoden.

Daniela Franz, Maria Dreher, Martin Prinzen, Matthias Teßmann, Christoph Palm, Uwe Katzky, Jérôme Perret, Mathias Hofer, Thomas Wittenberg

Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

2017

Barrett's Esophagus Identification Using Optimum-Path Forest.

Luis Antônio de Souza, Luis Claudio Sugi Afonso, Christoph Palm, João Paulo Papa

Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

The Impact of Semi-Automated Segmentation and 3D Analysis on Testing New Osteosynthesis Material.

Rebecca Wöhl, Michaela Huber, Markus Loibl, Birgit Riebschläger, Michael Nerlich, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

Barrett's Esophagus Analysis Using SURF Features.

Luis Souza, Christian Hook, João Paulo Papa, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

Barrett's Esophagus Analysis Using Convolutional Neural Networks.

Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016

Interactive computer-assisted approach for evaluation of ultrastructural cilia abnormalities.

Christoph Palm, Heiko Siegmund, Matthias Semmelmann, Claudia Grafe, Matthias Evert, Josef A. Schroeder

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016

Haptische Lernen für Cochlea Implantationen Konzept - HaptiVisT Projekt.

Daniela Franz, Uwe Katzky, Sabine Neumann, Jérôme Perret, Mathias Hofer, Michaela Huber, Stephanie Schmitt-Rüth, Sonja Haug, Karsten Weber, Martin Prinzen, Christoph Palm, Thomas Wittenberg

Proceedings of the 15. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, September 29, 2016

2015

Data-Parallel MRI Brain Segmentation in Clinical Use.

Joachim Weber, Christian Doenitz, Alexander Brawanski, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

GraphMIC.

Alexander Eduard Szalo, Alexander Zehner, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

2011

A variational approach to vesicle membrane reconstruction from fluorescence imaging.

Kalin Kolev, Norbert Kirchgeßner, Sebastian Houben, Agnes Csiszár, Wolfgang Rubner, Christoph Palm, Björn Eiben, Rudolf Merkel, Daniel Cremers

Pattern Recognit., 2011

A novel approach to the human connectome: Ultra-high resolution mapping of fiber tracts in the brain.

Markus Axer, Katrin Amunts, David Gräßel, Christoph Palm, Jürgen Dammers, Hubertus Axer, Uwe Pietrzyk, Karl Zilles

NeuroImage, 2011

2010

Signal enhancement in polarized light imaging by means of independent component analysis.

Jürgen Dammers, Markus Axer, David Gräßel, Christoph Palm, Karl Zilles, Katrin Amunts, Uwe Pietrzyk

NeuroImage, 2010

Perspective Error Correction using Registration for Blockface Volume Reconstruction of Serial Histological Sections of the Human Brain.

Björn Eiben, Christoph Palm, Uwe Pietrzyk, Katrin Amunts

Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010

2009

Reduktion von Rissartefakten durch nicht-lineare Registrierung in histologischen Schnittbildern.

Nicole Schubert, Uwe Pietrzyk, Martin Reißel, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009

Level-Set-Segmentierung von Rattenhirn MRTs.

Björn Eiben, Dietmar Kunz, Uwe Pietrzyk, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009

2008

Consistency of parametric registration in serial MRI studies of brain tumor progression.

Andreas Mang, Julia A. Schnabel, William R. Crum, Marc Modat, Oscar Camara-Rey, Christoph Palm, Gisele Brasil-Caseiras, Hans Rolf Jäger, Sébastien Ourselin, Thorsten M. Buzug, David J. Hawkes

Int. J. Comput. Assist. Radiol. Surg., 2008

Fusion of rat brain histology and MRI using weighted multi-image mutual information.

Christoph Palm, Graeme P. Penney, William R. Crum, Julia A. Schnabel, Uwe Pietrzyk, David J. Hawkes

Proceedings of the Medical Imaging 2008: Image Processing, 2008

Time-dependent joint probability speed function for level-set segmentation of rat brain slices.

Christoph Palm, Uwe Pietrzyk

Proceedings of the Medical Imaging 2008: Image Processing, 2008

2006

Evaluierung von Registrierungsstrategien zur multimodalen 3D-Rekonstruktion von Rattenhirnschnitten.

Christoph Palm, Andrea Vieten, Dagmar Bauer, Uwe Pietrzyk

Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006

2004

Color texture classification by integrative Co-occurrence matrices.

Christoph Palm

Pattern Recognit., 2004

2003

Integrative Auswertung von Farbe und Textur.

Christoph Palm

PhD thesis, 2003

2002

Selektion von Farbtexturmerkmalen zur Tumorklassifikation dermatoskopischer Fotografien.

Benedikt Fischer, Christoph Palm, Thomas Martin Lehmann, Klaus Spitzer

Proceedings of the Bildverarbeitung für die Medizin 2002: Algorithmen, 2002

2000

Texture Classification of Graylevel Images by Multiscale Cross-Cooccurrence Matrices.

Volker Metzler, Til Aach, Christoph Palm, Thomas Martin Lehmann

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Hierarchische Wasserscheiden-Transformation zur Lippensegmentierung in Farbbildsequenzen.

Christoph Palm, Benedikt Fischer, Thomas Martin Lehmann, Klaus Spitzer

Proceedings of the Bildverarbeitung für die Medizin 2000: Algorithmen, 2000

1999

Wissensbasierte Bewegungskompensation in aktiven Konturmodellen.

Christoph Palm, Christiane Neuschaefer-Rube, Thomas Martin Lehmann, Klaus Spitzer

Proceedings of the Bildverarbeitung für die Medizin 1999: Algorithmen, 1999

Co-Occurrence Matrizen zur Texturklassifikation in Vektorbildern.

Christoph Palm, Volker Metzler, B. Mohan, O. Dieker, Thomas Martin Lehmann, Klaus Spitzer

Proceedings of the Bildverarbeitung für die Medizin 1999: Algorithmen, 1999

1998

Quantitative Farbmessung in laryngoskopischen Bildern.

Christoph Palm, Ingrid Scholl, Thomas Martin Lehmann, Klaus Spitzer

Proceedings of the Bildverarbeitung für die Medizin: Algorithmen, 1998

1996

Trennung von diffuser und spiegelnder Reflexion in Farbbildern des Larynx zur Untersuchung von Farb- und Formmerkmalen der Stimmlippen.

Christoph Palm, Ingrid Scholl, Thomas Martin Lehmann, Klaus Spitzer

Proceedings of the Bildverarbeitung für die Medizin: Algorithmen, 1996