Robert Mendel

According to our database, Robert Mendel authored at least 17 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• 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

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

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

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

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

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

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

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