Dr. Markus Hagenbuchner
University of Wollongong
H-index: 24
Oceania-Australia
Top articles of Dr. Markus Hagenbuchner
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
On the effects of recursive convolutional layers in convolutional neural networks | Neurocomputing | Johan Chagnon Markus Hagenbuchner Ah Chung Tsoi Franco Scarselli | 2024/4/26 |
Accurate and fast deep learning dose prediction for a preclinical microbeam radiation therapy study using low-statistics Monte Carlo simulations | Cancers | Florian Mentzel Jason Paino Micah Barnes Matthew Cameron Stéphanie Corde | 2023/4/4 |
Mitigating the Adverse Effects of Long-Tailed Data on Deep Learning Models | Din Muhammad Sangrasi Lei Wang Markus Hagenbuchner Peng Wang | 2023/12/5 | |
Exploring the Role of Recursive Convolutional Layer in Generative Adversarial Networks | Barbara Toniella Corradini Paolo Andreini Markus Hagenbuchner Franco Scarselli Ah Chung Tsoi | 2023/9/22 | |
Going Deeper with Recursive Convolutional Layers | Johan Chagnon Markus Hagenbuchner Ah Chung Tsoi Franco Scarselli | 2023/6/18 | |
Embedding the Self-Organisation of Deep Feature Maps in the Hamburger Framework can Yield Better and Interpretable Results | Jack Humphreys Markus Hagenbuchner Zhiyong Wang Ah Chung Tsoi | 2023/6/18 | |
Higher order polynomial transformer for fine-grained freezing of gait detection | IEEE Transactions on Neural Networks and Learning Systems | Renfei Sun Kun Hu Kaylena A Ehgoetz Martens Markus Hagenbuchner Ah Chung Tsoi | 2023/4/12 |
Sign language translation with hierarchical spatio-temporal graph neural network | Jichao Kan Kun Hu Markus Hagenbuchner Ah Chung Tsoi Mohammed Bennamoun | 2022 | |
Small beams, fast predictions: a comparison of machine learning dose prediction models for proton minibeam therapy | Medical physics | F Mentzel K Kröninger M Lerch O Nackenhorst A Rosenfeld | 2022/12 |
A step towards treatment planning for microbeam radiation therapy: fast peak and valley dose predictions with 3D U-Nets | arXiv preprint arXiv:2211.11193 | Florian Mentzel Micah Barnes Kevin Kröninger Michael Lerch Olaf Nackenhorst | 2022/11/21 |
PO-1558 Fast dose predictions with generative adversarial networks for treatment planning of novel therapies | Radiotherapy and Oncology | F Mentzel O Nackenhorst J Weingarten K Kröninger A Rosenfeld | 2022/5/1 |
Fast and accurate dose predictions for novel radiotherapy treatments in heterogeneous phantoms using conditional 3D‐UNet generative adversarial networks | Medical Physics | Florian Mentzel Kevin Kröninger Michael Lerch Olaf Nackenhorst Jason Paino | 2022/5 |
A Study on the effects of recursive convolutional layers in convolutional neural networks | Neurocomputing | Alberto Rossi Markus Hagenbuchner Franco Scarselli Ah Chung Tsoi | 2021/10/14 |
Graph fusion network-based multimodal learning for freezing of gait detection | IEEE Transactions on Neural Networks and Learning Systems | Kun Hu Zhiyong Wang Kaylena A Ehgoetz Martens Markus Hagenbuchner Mohammed Bennamoun | 2021/8/31 |
Topic-guided local-global graph neural network for image captioning | Jichao Kan Kun Hu Zhiyong Wang Qiuxia Wu Markus Hagenbuchner | 2021/7/5 | |
The black box problem of AI in oncology | Journal of Physics: Conference Series | Markus Hagenbuchner | 2020/10/1 |
Co-Authors
