Andreas Probst

According to our database, Andreas Probst authored at least 22 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

2022

Collaborative Learning Supported by a Brownfield Remediation Case Study.

Norbert Ramaseder, Andreas Probst, Markus Lutz, Thomas Hribernig, Maximilian Lackner

Proceedings of the Learning in the Age of Digital and Green Transition, 2022

The Development of an IoT Standard Package for Carinthian Municipalities.

Julia Kositz, Andreas Probst, Maximilian Lackner

Proceedings of the Learning in the Age of Digital and Green Transition, 2022

Augmented Reality in Engineering Education - A Comparison of Students' and Teachers' Perceptions.

Reinhard Bernsteiner, Andreas Probst, Wolfgang Pachatz, Christian Ploder, Thomas Dilger

Proceedings of the Learning in the Age of Digital and Green Transition, 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

Augmented Reality in Engineering Education in Austrian Higher Vocational Education from the Students' Perspective.

Reinhard Bernsteiner, Andreas Probst, Wolfgang Pachatz, Christian Ploder, Thomas Dilger

Proceedings of the Mobility for Smart Cities and Regional Development - Challenges for Higher Education, 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

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

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

PDM Field Study in Collaborative Engineering Education - Results from 2016/17.

Andreas Probst, Martin Ebner, Martin Schön, Detlef Gerhard

Int. J. Online Biomed. Eng., 2019

New Technologies as a Driver for Business Success.

Andreas Probst, Gabriele Schachinger, Gerald Kalteis, Armin Fischer

Int. J. Eng. Pedagog., 2019

Education of IoT-Engineering in Austrian Vocational Secondary Schools.

Andreas Probst, Manfred Grafinger, Gabriele Schachinger, Reinhard Bernsteiner

Proceedings of the Impact of the 4th Industrial Revolution on Engineering Education - Proceedings of the 22nd International Conference on Interactive Collaborative Learning (ICL 2019), 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

Introducing Augmented Reality and Internet of Things at Austrian Secondary Colleges of Engineering.

Andreas Probst, Martin Ebner, Jordan Cox

Proceedings of the Challenges of the Digital Transformation in Education - Proceedings of the 21st International Conference on Interactive Collaborative Learning (ICL 2018), 2018

2017

PDM Field Study and Evaluation in Collaborative Engineering Education.

Andreas Probst, Detlef Gerhard, Martin Ebner

Proceedings of the Teaching and Learning in a Digital World - Proceedings of the 20th International Conference on Interactive Collaborative Learning, 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

2016

Continuous Research and Development Partnership in Engineering Education.

Andreas Probst, Detlef Gerhard, Sébastien Bougain, Christian Nigischer

Proceedings of the Interactive Collaborative Learning - Proceedings of the 19th ICL Conference, 2016

2015

Introducing PLM to engineering design education at Secondary Colleges of Engineering - A students' view.

Julia Reisinger, Johanna Plakolm, Gerda Gurtner, Karin Schachermair, Andreas Probst

Proceedings of the International Conference on Interactive Collaborative Learning, 2015

Introducing PLM at Austrian Secondary Colleges of Engineering.

Andreas Probst

Proceedings of the International Conference on Interactive Collaborative Learning, 2015