Andreas Probst

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 20

Top Topics

Engineering Education

Visual Representations

Convolutional Neural Networks

Top Venues

Comput. Biol. Medicine

Bildverarbeitung für die Medizin

Publications

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
DeepCraftFuse: visual and deeply-learnable features work better together for esophageal cancer detection in patients with Barrett's esophagus. Neural Comput. Appl. 36 (18) (2024)
Norbert Ramaseder, Andreas Probst, Markus Lutz, Thomas Hribernig, Maximilian Lackner
Collaborative Learning Supported by a Brownfield Remediation Case Study. ICL (1) (2022)
Julia Kositz, Andreas Probst, Maximilian Lackner
The Development of an IoT Standard Package for Carinthian Municipalities. ICL (2) (2022)
Reinhard Bernsteiner, Andreas Probst, Wolfgang Pachatz, Christian Ploder, Thomas Dilger
Augmented Reality in Engineering Education - A Comparison of Students' and Teachers' Perceptions. ICL (1) (2022)
Luis Antônio de Souza Junior, Luis C. S. Afonso, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Robert Mendel, Christoph Palm, João P. Papa
Learning Visual Representations with Optimum-Path Forest and its Applications to Barrett's Esophagus and Adenocarcinoma Diagnosis. CoRR (2021)
Luis Antonio De Souza, Leandro A. Passos, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João Paulo Papa
Fine-tuning Generative Adversarial Networks using Metaheuristics - A Case Study on Barrett's Esophagus Identification. Bildverarbeitung für die Medizin (2021)
Reinhard Bernsteiner, Andreas Probst, Wolfgang Pachatz, Christian Ploder, Thomas Dilger
Augmented Reality in Engineering Education in Austrian Higher Vocational Education from the Students' Perspective. ICL (1) (2021)
Luis Antônio de Souza Junior, Robert Mendel, Sophia Strasser, Alanna Ebigbo, Andreas Probst, Helmut Messmann, João P. Papa, Christoph Palm
Convolutional Neural Networks for the evaluation of cancer in Barrett's esophagus: Explainable AI to lighten up the black-box. Comput. Biol. Medicine 135 (2021)
Luis Antonio De Souza, Luis Claudio Sugi Afonso, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Robert Mendel, Christian Hook, Christoph Palm, João P. Papa
Learning visual representations with optimum-path forest and its applications to Barrett's esophagus and adenocarcinoma diagnosis. Neural Comput. Appl. 32 (3) (2020)
Luis Antônio de Souza Junior, Leandro A. Passos, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João P. Papa
Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks. Comput. Biol. Medicine 126 (2020)
Andreas Probst, Manfred Grafinger, Gabriele Schachinger, Reinhard Bernsteiner
Education of IoT-Engineering in Austrian Vocational Secondary Schools. ICL (1) (2019)
Leandro A. Passos, Luis Antônio de Souza Junior, Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm, João Paulo Papa
Barrett's esophagus analysis using infinity Restricted Boltzmann Machines. J. Vis. Commun. Image Represent. 59 (2019)
Andreas Probst, Martin Ebner, Martin Schön, Detlef Gerhard
PDM Field Study in Collaborative Engineering Education - Results from 2016/17. Int. J. Online Biomed. Eng. 15 (4) (2019)
Andreas Probst, Gabriele Schachinger, Gerald Kalteis, Armin Fischer
New Technologies as a Driver for Business Success. Int. J. Eng. Pedagog. 9 (1) (2019)
Andreas Probst, Martin Ebner, Jordan Cox
Introducing Augmented Reality and Internet of Things at Austrian Secondary Colleges of Engineering. ICL (2) (2018)
Luis Antonio De Souza, Christoph Palm, Robert Mendel, Christian Hook, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Silke A. T. Weber, João P. Papa
A survey on Barrett's esophagus analysis using machine learning. Comput. Biol. Medicine 96 (2018)
Luis Souza, Alanna Ebigbo, Andreas Probst, Helmut Messmann, João Paulo Papa, Robert Mendel, Christoph Palm
Barrett's Esophagus Identification Using Color Co-Occurrence Matrices. SIBGRAPI (2018)
Andreas Probst, Detlef Gerhard, Martin Ebner
PDM Field Study and Evaluation in Collaborative Engineering Education. ICL (1) (2017)
Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm
Barrett's Esophagus Analysis Using Convolutional Neural Networks. Bildverarbeitung für die Medizin (2017)
Andreas Probst, Detlef Gerhard, Sébastien Bougain, Christian Nigischer
Continuous Research and Development Partnership in Engineering Education. ICL (1) (2016)
Andreas Probst
Introducing PLM at Austrian Secondary Colleges of Engineering. ICL (2015)
Julia Reisinger, Johanna Plakolm, Gerda Gurtner, Karin Schachermair, Andreas Probst
Introducing PLM to engineering design education at Secondary Colleges of Engineering - A students' view. ICL (2015)