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2020 – today
- 2024
[j8]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:
Layer-selective deep representation to improve esophageal cancer classification. Medical Biol. Eng. Comput. 62(11): 3355-3372 (2024)- [j7]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): 10445-10459 (2024) - 2022
- [c13]Norbert Ramaseder, Andreas Probst, Markus Lutz, Thomas Hribernig, Maximilian Lackner:
Collaborative Learning Supported by a Brownfield Remediation Case Study. ICL (1) 2022: 3-12 - [c12]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: 207-219 - [c11]Julia Kositz, Andreas Probst, Maximilian Lackner:
The Development of an IoT Standard Package for Carinthian Municipalities. ICL (2) 2022: 998-1009 - 2021
- [j6]Luis Antônio de Souza Júnior, 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: 104578 (2021) - [c10]Luis Antônio 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: 205-210 - [c9]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: 535-545 - [i1]Luis Antônio de Souza Júnior, 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 abs/2101.07209 (2021) - 2020
- [j5]Luis Antônio de Souza Júnior, 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: 104029 (2020)
2010 – 2019
- 2019
- [j4]Andreas Probst, Gabriele Schachinger, Gerald Kalteis, Armin Fischer:
New Technologies as a Driver for Business Success. Int. J. Eng. Pedagog. 9(1): 102-112 (2019) - [j3]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): 127-141 (2019) - [j2]Leandro A. Passos, Luis Antônio de Souza Júnior, 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: 475-485 (2019) - [c8]Andreas Probst, Manfred Grafinger, Gabriele Schachinger, Reinhard Bernsteiner:
Education of IoT-Engineering in Austrian Vocational Secondary Schools. ICL (1) 2019: 309-318 - 2018
- [j1]Luis Antônio 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: 203-213 (2018) - [c7]Andreas Probst, Martin Ebner, Jordan Cox:
Introducing Augmented Reality and Internet of Things at Austrian Secondary Colleges of Engineering. ICL (2) 2018: 3-12 - [c6]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: 166-173 - 2017
- [c5]Robert Mendel, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Christoph Palm:
Barrett's Esophagus Analysis Using Convolutional Neural Networks. Bildverarbeitung für die Medizin 2017: 80-85 - [c4]Andreas Probst, Detlef Gerhard, Martin Ebner:
PDM Field Study and Evaluation in Collaborative Engineering Education. ICL (1) 2017: 407-415 - 2016
- [c3]Andreas Probst, Detlef Gerhard, Sébastien Bougain, Christian Nigischer:
Continuous Research and Development Partnership in Engineering Education. ICL (1) 2016: 3-16 - 2015
- [c2]Andreas Probst:
Introducing PLM at Austrian Secondary Colleges of Engineering. ICL 2015: 327-329 - [c1]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: 1047-1050
Coauthor Index
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