Christoph Palm

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 40

Top Venues

Bildverarbeitung für die Medizin

Comput. Biol. Medicine

CoRR

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

RWTH Aachen University, Germany (PHD)

Education History

RWTH Aachen University, Germany

PHD

Publications

Tobias Rueckert, Daniel Rueckert, Christoph Palm
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. Medicine 169 (2024)
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
DeepCraftFuse: visual and deeply-learnable features work better together for esophageal cancer detection in patients with Barrett's esophagus. Neural Comput. Appl. 36 (18) (2024)
Tobias Rueckert, Maximilian Rieder, Hubertus Feussner, Dirk Wilhelm, Daniel Rueckert, Christoph Palm
Smoke Classification in Laparoscopic Cholecystectomy Videos Incorporating Spatio-temporal Information. Bildverarbeitung für die Medizin (2024)
Max Gutbrod, Benedikt Geisler, David Rauber, Christoph Palm
Data Augmentation for Images of Chronic Foot Wounds. Bildverarbeitung für die Medizin (2024)
Tobias Rueckert, Daniel Rueckert, Christoph Palm
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]. Comput. Biol. Medicine 170 (2024)
Robert Mendel, Tobias Rueckert, Dirk Wilhelm, Daniel Rueckert, Christoph Palm
Motion-Corrected Moving Average: Including Post-Hoc Temporal Information for Improved Video Segmentation. CoRR (2024)
Tobias Rueckert, Daniel Rueckert, Christoph Palm
Methods and datasets for segmentation of minimally invasive surgical instruments in endoscopic images and videos: A review of the state of the art. CoRR (2023)
Robert Mendel, David Rauber, Christoph Palm
Exploring the Effects of Contrastive Learning on Homogeneous Medical Image Data. Bildverarbeitung für die Medizin (2023)
Maximilian Weiherer, Andreas Eigenberger, Bernhard Egger, Vanessa Brébant, Lukas Prantl, Christoph Palm
Learning the shape of female breasts: an open-access 3D statistical shape model of the female breast built from 110 breast scans. Vis. Comput. 39 (4) (2023)
Robert Mendel, David Rauber, Luis Antonio De Souza, João P. Papa, Christoph Palm
Error-Correcting Mean-Teacher: Corrections instead of consistency-targets applied to semi-supervised medical image segmentation. Comput. Biol. Medicine 154 (2023)
David Rauber, Robert Mendel, Markus W. Scheppach, Alanna Ebigbo, Helmut Messmann, Christoph Palm
Analysis of Celiac Disease with Multimodal Deep Learning. Bildverarbeitung für die Medizin (2022)
Danilo W. Nunes, Michael Hammer, Simone Hammer, Wibke Uller, Christoph Palm
Classification of Vascular Malformations Based on T2 STIR Magnetic Resonance Imaging. Bildverarbeitung für die Medizin (2022)
Luis Antônio de Souza Junior, Luis C. S. Afonso, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Robert Mendel, Christoph Palm, João P. Papa
Learning Visual Representations with Optimum-Path Forest and its Applications to Barrett's Esophagus and Adenocarcinoma Diagnosis. CoRR (2021)
Luis Antonio De Souza, Leandro A. Passos, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João Paulo Papa
Fine-tuning Generative Adversarial Networks using Metaheuristics - A Case Study on Barrett's Esophagus Identification. Bildverarbeitung für die Medizin (2021)
Luis Antônio de Souza Junior, Robert Mendel, Sophia Strasser, Alanna Ebigbo, Andreas Probst, Helmut Messmann, João P. Papa, Christoph Palm
Convolutional Neural Networks for the evaluation of cancer in Barrett's esophagus: Explainable AI to lighten up the black-box. Comput. Biol. Medicine 135 (2021)
Maximilian Weiherer, Andreas Eigenberger, Vanessa Brébant, Lukas Prantl, Christoph Palm
Learning the shape of female breasts: an open-access 3D statistical shape model of the female breast built from 110 breast scans. CoRR (2021)
Robert Mendel, Luis Antônio de Souza Junior, David Rauber, João Paulo Papa, Christoph Palm
Abstract: Semi-supervised Segmentation Based on Error-correcting Supervision. Bildverarbeitung für die Medizin (2021)
Andreas K. Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff
IJCARS: BVM 2021 special issue. Int. J. Comput. Assist. Radiol. Surg. 16 (12) (2021)
Maximilian Weiherer, Martin Zorn, Thomas Wittenberg, Christoph Palm
Retrospective Color Shading Correction for Endoscopic Images. Bildverarbeitung für die Medizin (2020)
Luis Antonio De Souza, Luis Claudio Sugi Afonso, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Robert Mendel, Christian Hook, Christoph Palm, João P. Papa
Learning visual representations with optimum-path forest and its applications to Barrett's esophagus and adenocarcinoma diagnosis. Neural Comput. Appl. 32 (3) (2020)
Robert Mendel, Luis Antonio De Souza, David Rauber, João Paulo Papa, Christoph Palm
Semi-supervised Segmentation Based on Error-Correcting Supervision. ECCV (29) (2020)
Luis Antônio de Souza Junior, Leandro A. Passos, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João P. Papa
Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks. Comput. Biol. Medicine 126 (2020)
Ching-Sheng Chang, Jin-Fa Lin, Ming-Ching Lee, Christoph Palm
Semantic Lung Segmentation Using Convolutional Neural Networks. Bildverarbeitung für die Medizin (2020)
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
2018 Robotic Scene Segmentation Challenge. CoRR (2020)
Johannes Maier, Jérôme Perret, Michaela Huber, Martina Simon, Stephanie Schmitt-Rüth, Thomas Wittenberg, Christoph Palm
Force-feedback assisted and virtual fixtures based K-wire drilling simulation. Comput. Biol. Medicine 114 (2019)
Andreas K. Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff
Guest editorial of the IJCARS - BVM 2018 special issue. Int. J. Comput. Assist. Radiol. Surg. 14 (1) (2019)
Johannes Maier, Maximilian Weiherer, Michaela Huber, Christoph Palm
Abstract: Imitating Human Soft Tissue with Dual-Daterial 3D Printing. Bildverarbeitung für die Medizin (2019)
Andreas Maier, Thomas M. Deserno, Heinz Handels, Klaus H. Maier-Hein, Christoph Palm, Thomas Tolxdorff
IJCARS: BVM 2019 special issue. Int. J. Comput. Assist. Radiol. Surg. 14 (11) (2019)
Leandro A. Passos, Luis Antônio de Souza Junior, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João Paulo Papa
Barrett's esophagus analysis using infinity Restricted Boltzmann Machines. J. Vis. Commun. Image Represent. 59 (2019)
Luise Middel, Christoph Palm, Marius Erdt
Synthesis of Medical Images Using GANs. UNSURE/CLIP@MICCAI (2019)
Luis Antonio De Souza, Christoph Palm, Robert Mendel, Christian Hook, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Silke A. T. Weber, João P. Papa
A survey on Barrett's esophagus analysis using machine learning. Comput. Biol. Medicine 96 (2018)
Luis Souza, Alanna Ebigbo, Andreas Probst, Helmut Messmann, João Paulo Papa, Robert Mendel, Christoph Palm
Barrett's Esophagus Identification Using Color Co-Occurrence Matrices. SIBGRAPI (2018)
Daniela Franz, Maria Dreher, Martin Prinzen, Matthias Teßmann, Christoph Palm, Uwe Katzky, Jérôme Perret, Mathias Hofer, Thomas Wittenberg
CT-basiertes virtuelles Fräsen am Felsenbein - Bild- und haptischen Wiederholfrequenzen bei unterschiedlichen Rendering Methoden. Bildverarbeitung für die Medizin (2018)
Johannes Maier, Michaela Huber, Uwe Katzky, Jérôme Perret, Thomas Wittenberg, Christoph Palm
Force-feedback-assisted Bone Drilling Simulation Based on CT Data. Bildverarbeitung für die Medizin (2018)
Luis Antonio De Souza, Luis Claudio Sugi Afonso, Christoph Palm, João Paulo Papa
Barrett's Esophagus Identification Using Optimum-Path Forest. SIBGRAPI (2017)
Rebecca Wöhl, Michaela Huber, Markus Loibl, Birgit Riebschläger, Michael Nerlich, Christoph Palm
The Impact of Semi-Automated Segmentation and 3D Analysis on Testing New Osteosynthesis Material. Bildverarbeitung für die Medizin (2017)
Luis Souza, Christian Hook, João Paulo Papa, Christoph Palm
Barrett's Esophagus Analysis Using SURF Features. Bildverarbeitung für die Medizin (2017)
Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm
Barrett's Esophagus Analysis Using Convolutional Neural Networks. Bildverarbeitung für die Medizin (2017)
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
Haptische Lernen für Cochlea Implantationen Konzept - HaptiVisT Projekt. CURAC (2016)
Christoph Palm, Heiko Siegmund, Matthias Semmelmann, Claudia Grafe, Matthias Evert, Josef A. Schroeder
Interactive computer-assisted approach for evaluation of ultrastructural cilia abnormalities. Medical Imaging: Computer-Aided Diagnosis (2016)
Alexander Eduard Szalo, Alexander Zehner, Christoph Palm
GraphMIC. Bildverarbeitung für die Medizin (2015)
Joachim Weber, Christian Doenitz, Alexander Brawanski, Christoph Palm
Data-Parallel MRI Brain Segmentation in Clinical Use. Bildverarbeitung für die Medizin (2015)
Kalin Kolev, Norbert Kirchgeßner, Sebastian Houben, Agnes Csiszár, Wolfgang Rubner, Christoph Palm, Björn Eiben, Rudolf Merkel, Daniel Cremers
A variational approach to vesicle membrane reconstruction from fluorescence imaging. Pattern Recognit. 44 (12) (2011)
Markus Axer, Katrin Amunts, David Gräßel, Christoph Palm, Jürgen Dammers, Hubertus Axer, Uwe Pietrzyk, Karl Zilles
A novel approach to the human connectome: Ultra-high resolution mapping of fiber tracts in the brain. NeuroImage 54 (2) (2011)
Björn Eiben, Christoph Palm, Uwe Pietrzyk, Katrin Amunts
Perspective Error Correction using Registration for Blockface Volume Reconstruction of Serial Histological Sections of the Human Brain. Bildverarbeitung für die Medizin (2010)
Jürgen Dammers, Markus Axer, David Gräßel, Christoph Palm, Karl Zilles, Katrin Amunts, Uwe Pietrzyk
Signal enhancement in polarized light imaging by means of independent component analysis. NeuroImage 49 (2) (2010)
Björn Eiben, Dietmar Kunz, Uwe Pietrzyk, Christoph Palm
Level-Set-Segmentierung von Rattenhirn MRTs. Bildverarbeitung für die Medizin (2009)
Nicole Schubert, Uwe Pietrzyk, Martin Reißel, Christoph Palm
Reduktion von Rissartefakten durch nicht-lineare Registrierung in histologischen Schnittbildern. Bildverarbeitung für die Medizin (2009)
Christoph Palm, Uwe Pietrzyk
Time-dependent joint probability speed function for level-set segmentation of rat brain slices. Medical Imaging: Image Processing (2008)
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
Consistency of parametric registration in serial MRI studies of brain tumor progression. Int. J. Comput. Assist. Radiol. Surg. 3 (3-4) (2008)
Christoph Palm, Graeme P. Penney, William R. Crum, Julia A. Schnabel, Uwe Pietrzyk, David J. Hawkes
Fusion of rat brain histology and MRI using weighted multi-image mutual information. Medical Imaging: Image Processing (2008)
Christoph Palm, Andrea Vieten, Dagmar Bauer, Uwe Pietrzyk
Evaluierung von Registrierungsstrategien zur multimodalen 3D-Rekonstruktion von Rattenhirnschnitten. Bildverarbeitung für die Medizin (2006)
Christoph Palm
Color texture classification by integrative Co-occurrence matrices. Pattern Recognit. 37 (5) (2004)
Benedikt Fischer, Christoph Palm, Thomas Martin Lehmann, Klaus Spitzer
Selektion von Farbtexturmerkmalen zur Tumorklassifikation dermatoskopischer Fotografien. Bildverarbeitung für die Medizin (2002)
Volker Metzler, Til Aach, Christoph Palm, Thomas Martin Lehmann
Texture Classification of Graylevel Images by Multiscale Cross-Cooccurrence Matrices. ICPR (2000)
Christoph Palm, Benedikt Fischer, Thomas Martin Lehmann, Klaus Spitzer
Hierarchische Wasserscheiden-Transformation zur Lippensegmentierung in Farbbildsequenzen. Bildverarbeitung für die Medizin (2000)
Christoph Palm, Volker Metzler, B. Mohan, O. Dieker, Thomas Martin Lehmann, Klaus Spitzer
Co-Occurrence Matrizen zur Texturklassifikation in Vektorbildern. Bildverarbeitung für die Medizin (1999)
Christoph Palm, Christiane Neuschaefer-Rube, Thomas Martin Lehmann, Klaus Spitzer
Wissensbasierte Bewegungskompensation in aktiven Konturmodellen. Bildverarbeitung für die Medizin (1999)
Christoph Palm, Ingrid Scholl, Thomas Martin Lehmann, Klaus Spitzer
Quantitative Farbmessung in laryngoskopischen Bildern. Bildverarbeitung für die Medizin (1998)
Christoph Palm, Ingrid Scholl, Thomas Martin Lehmann, Klaus Spitzer
Trennung von diffuser und spiegelnder Reflexion in Farbbildern des Larynx zur Untersuchung von Farb- und Formmerkmalen der Stimmlippen. Bildverarbeitung für die Medizin (1996)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christoph Palm