Robert Mendel - RankMe

18 papers Journal 11Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Self-Supervised Ultrasound-Video Segmentation with Feature Prediction and 3D Localised Loss. CoRR Edward Ellis, Robert Mendel, Andrew J. Bulpitt, Nasim Parsa, Michael F. Byrne, Sharib Ali
2024	J	`jnl`	DeepCraftFuse: visual and deeply-learnable features work better together for esophageal cancer detection in patients with Barrett's esophagus. Neural Comput. Appl. 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
2024	J	`jnl`	Layer-selective deep representation to improve esophageal cancer classification. Medical Biol. Eng. Comput. 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
2024	J	`jnl`	Motion-Corrected Moving Average: Including Post-Hoc Temporal Information for Improved Video Segmentation. CoRR Robert Mendel, Tobias Rueckert, Dirk Wilhelm, Daniel Rueckert, Christoph Palm
2023	J	`jnl`	Error-Correcting Mean-Teacher: Corrections instead of consistency-targets applied to semi-supervised medical image segmentation. Comput. Biol. Medicine Robert Mendel, David Rauber, Luis Antônio de Souza, João P. Papa, Christoph Palm
2023	—	`conf`	Exploring the Effects of Contrastive Learning on Homogeneous Medical Image Data. Bildverarbeitung für die Medizin Robert Mendel, David Rauber, Christoph Palm
2022	—	`conf`	Analysis of Celiac Disease with Multimodal Deep Learning. Bildverarbeitung für die Medizin David Rauber, Robert Mendel, Markus W. Scheppach, Alanna Ebigbo, Helmut Messmann, Christoph Palm
2021	—	`conf`	Abstract: Semi-supervised Segmentation Based on Error-correcting Supervision. Bildverarbeitung für die Medizin Robert Mendel, Luis Antônio de Souza Júnior, David Rauber, João Paulo Papa, Christoph Palm
2021	J	`jnl`	Convolutional Neural Networks for the evaluation of cancer in Barrett's esophagus: Explainable AI to lighten up the black-box. Comput. Biol. Medicine Luis Antônio de Souza Júnior, Robert Mendel, Sophia Strasser, Alanna Ebigbo, Andreas Probst, Helmut Messmann, João P. Papa, Christoph Palm
2021	—	`conf`	Fine-tuning Generative Adversarial Networks using Metaheuristics - A Case Study on Barrett's Esophagus Identification. Bildverarbeitung für die Medizin Luis Antônio de Souza, Leandro A. Passos, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João Paulo Papa
2021	J	`jnl`	Learning Visual Representations with Optimum-Path Forest and its Applications to Barrett's Esophagus and Adenocarcinoma Diagnosis. CoRR Luis Antônio de Souza Júnior, Luis C. S. Afonso, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Robert Mendel, Christoph Palm, João P. Papa
2020	J	`jnl`	2018 Robotic Scene Segmentation Challenge. CoRR 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
2020	J	`jnl`	Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks. Comput. Biol. Medicine Luis Antônio de Souza Júnior, Leandro A. Passos, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João P. Papa
2020	—	`conf`	Semi-supervised Segmentation Based on Error-Correcting Supervision. ECCV (29) Robert Mendel, Luis Antônio de Souza, David Rauber, João Paulo Papa, Christoph Palm
2019	J	`jnl`	Barrett's esophagus analysis using infinity Restricted Boltzmann Machines. J. Vis. Commun. Image Represent. Leandro A. Passos, Luis Antônio de Souza Júnior, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João Paulo Papa
2018	J	`jnl`	A survey on Barrett's esophagus analysis using machine learning. Comput. Biol. Medicine Luis Antônio de Souza, Christoph Palm, Robert Mendel, Christian Hook, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Silke A. T. Weber, João P. Papa
2018	—	`conf`	Barrett's Esophagus Identification Using Color Co-Occurrence Matrices. SIBGRAPI Luis Souza, Alanna Ebigbo, Andreas Probst, Helmut Messmann, João Paulo Papa, Robert Mendel, Christoph Palm
2017	—	`conf`	Barrett's Esophagus Analysis Using Convolutional Neural Networks. Bildverarbeitung für die Medizin Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm