Philipp Grüning

According to our database, Philipp Grüning authored at least 12 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain.

Malte Luttermann, Edgar Baake, Juljan Bouchagiar, Benjamin Gebel, Philipp Grüning, Dilini Manikwadura, Franziska Schollemann, Elisa Teifke, Philipp Rostalski, Ralf Möller

CoRR, 2024

2023

Efficient Coding in Human Vision as a Useful Bias in Computer Vision and Machine Learning.

Philipp Grüning, Erhardt Barth

J. Percept. Imaging, 2023

Connections Between Pairs of Filters Improve the Accuracy of Convolutional Neural Networks.

Kathleen Anderson, Philipp Grüning, Erhardt Barth

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Bio-inspired Min-Nets Improve the Performance and Robustness of Deep Networks.

Philipp Grüning, Erhardt Barth

CoRR, 2022

2021

Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning.

Philipp Grüning, Falk Nette, Noah Heldt, Ana Cristina Guerra de Souza, Erhardt Barth

Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

FP-Nets for Blind Image Quality Assessment.

Philipp Grüning, Erhardt Barth

Proceedings of the Human Vision and Electronic Imaging 2021, Virtual Event, January 2021., 2021

2020

A Multi-Organ Nucleus Segmentation Challenge.

Neeraj Kumar, Ruchika Verma, Deepak Anand, Yanning Zhou, Omer Fahri Onder, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng, Jiahui Li, Zhiqiang Hu, Yunzhi Wang, Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajeddin, Ali Gooya, Nasir M. Rajpoot, Xuhua Ren, Sihang Zhou, Qian Wang, Dinggang Shen, Cheng-Kun Yang, Chi-Hung Weng, Wei-Hsiang Yu, Chao-Yuan Yeh, Shuang Yang, Shuoyu Xu, Pak-Hei Yeung, Peng Sun, Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, Rupert Ecker, Örjan Smedby, Chunliang Wang, Benjamin Chidester, That-Vinh Ton, Minh-Triet Tran, Jian Ma, Minh N. Do, Simon Graham, Quoc Dang Vu, Jin Tae Kwak, Akshaykumar Gunda, Raviteja Chunduri, Corey Hu, Xiaoyang Zhou, Dariush Lotfi, Reza Safdari, Antanas Kascenas, Alison O'Neil, Dennis Eschweiler, Johannes Stegmaier, Yanping Cui, Baocai Yin, Kailin Chen, Xinmei Tian, Philipp Grüning, Erhardt Barth, Elad Arbel, Itay Remer, Amir Ben-Dor, Ekaterina Sirazitdinova, Matthias Kohl, Stefan Braunewell, Yuexiang Li, Xinpeng Xie, Linlin Shen, Jun Ma, Krishanu Das Baksi, Mohammad Azam Khan, Jaegul Choo, Adrián Colomer, Valery Naranjo, Linmin Pei, Khan M. Iftekharuddin, Kaushiki Roy, Debotosh Bhattacharjee, Aníbal Pedraza, Maria Gloria Bueno, Sabarinathan Devanathan, Saravanan Radhakrishnan, Praveen Koduganty, Zihan Wu, Guanyu Cai, Xiaojie Liu, Yuqin Wang, Amit Sethi

IEEE Trans. Medical Imaging, 2020

Feature Products Yield Efficient Networks.

Philipp Grüning, Thomas Martinetz, Erhardt Barth

CoRR, 2020

Robust and Markerfree in vitro Axon Segmentation with CNNs.

Philipp Grüning, Alex Palumbo, Svenja Kim Landt, Lara Heckmann, Leslie Brackhagen, Marietta Zille, Amir Madany Mamlouk

Proceedings of the Wireless Mobile Communication and Healthcare, 2020

Deep Neural-Gas Clustering for Instance Segmentation across Imaging Experiments.

Philipp Grüning, Amir Madany Mamlouk

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Log-Nets: Logarithmic Feature-Product Layers Yield More Compact Networks.

Philipp Grüning, Thomas Martinetz, Erhardt Barth

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2012

Estimation for error sources for optical head tracking in cranial radiation therapy.

Philipp Grüning, Patrick Stüber, Lars Richter, Oliver Blanck, Ralf Bruder, Achim Schweikard

Proceedings of the 11. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2012