Helmut Messmann

14 papers Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
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
2023 J jnl
COVIDAL: A Machine Learning Classifier for Digital COVID-19 Diagnosis in German Hospitals.
ACM Trans. Manag. Inf. Syst.
Christina C. Bartenschlager, Stefanie S. Ebel, Sebastian Kling, Janne Vehreschild, Lutz T. Zabel, Christoph Spinner, Andreas Schuler, Axel R. Heller, Stefan Borgmann, Reinhard Hoffmann, Siegbert Rieg, Helmut Messmann, Martin Hower, Jens O. Brunner, Frank Hanses, Christoph Römmele
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
2022 — conf
Managing hospital visitor admission during Covid-19: A discrete-event simulation by the data of a German University Hospital.
HICSS
Christina C. Bartenschlager, Ramona Frey, Marie Freitag, Johanna-Maria Classen, Helmut Messmann, Jens O. Brunner, Selin Temizel, Christoph Römmele
2021 — conf
Artificial Intelligence in Endoscopy.
Bildverarbeitung für die Medizin
Helmut Messmann
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
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
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