Barrett's Esophagus Analysis Using Convolutional Neural Networks. - Robert Mendel; Alanna Ebigbo; Andreas Probst; Helmut Messmann; Christoph Palm (Bildverarbeitung für die Medizin, 2017)

Barrett's Esophagus Identification Using Color Co-Occurrence Matrices. - Luis Souza 001; Alanna Ebigbo; Andreas Probst; Helmut Messmann; João Paulo Papa; Robert Mendel; Christoph Palm (SIBGRAPI, 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 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)

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)

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 (Bildverarbeitung für die Medizin, 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)

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)

Analysis of Celiac Disease with Multimodal Deep Learning. - David Rauber; Robert Mendel; Markus W. Scheppach; Alanna Ebigbo; Helmut Messmann; Christoph Palm (Bildverarbeitung für die Medizin, 2022)

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)

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., 2024)