Olaf Ronneberger
Albert-Ludwigs-Universität Freiburg
H-index: 56
Europe-Germany
Top articles of Olaf Ronneberger
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Generalizable medical image analysis using segmentation and classification neural networks | 2024/4/9 | ||
3-D convolutional neural networks for organ segmentation in medical images for radiotherapy planning | 2023/6/13 | ||
Classifying out-of-distribution data using a contrastive loss | 2023/4/6 | ||
Predicting protein structures using auxiliary folding networks | 2023/12/7 | ||
Predicting protein structures by sharing information between multiple sequence alignments and pair embeddings | 2023/9/21 | ||
Microridge-like structures anchor motile cilia | Nature Communications | Takayuki Yasunaga Johannes Wiegel Max D Bergen Martin Helmstädter Daniel Epting | 2022/4/19 |
Determining a distribution of atom coordinates of a macromolecule from images using auto-encoders | 2022/12/29 | ||
Sampling latent variables to generate multiple segmentations of an image | 2022/8/30 | ||
The medical segmentation decathlon | Nature communications | Michela Antonelli Annika Reinke Spyridon Bakas Keyvan Farahani Annette Kopp-Schneider | 2022/7/15 |
Highly accurate protein structure prediction with AlphaFold | Nature | John Jumper Richard Evans Alexander Pritzel Tim Green Michael Figurnov | 2021/8 |
Clinically applicable segmentation of head and neck anatomy for radiotherapy: deep learning algorithm development and validation study | Journal of medical Internet research | Stanislav Nikolov Sam Blackwell Alexei Zverovitch Ruheena Mendes Michelle Livne | 2021/7/12 |
Applying and improving AlphaFold at CASP14 | Proteins: Structure, Function, and Bioinformatics | John Jumper Richard Evans Alexander Pritzel Tim Green Michael Figurnov | 2021/12 |
Deep learning is widely applicable to phenotyping embryonic development and disease | Development | Thomas Naert Özgün Çiçek Paulina Ogar Max Bürgi Nikko-Ideen Shaidani | 2021/11/1 |
Inferring a continuous distribution of atom coordinates from cryo-EM images using VAEs | arXiv preprint arXiv:2106.14108 | Dan Rosenbaum Marta Garnelo Michal Zielinski Charlie Beattie Ellen Clancy | 2021/6/26 |
Protein complex prediction with AlphaFold-Multimer | biorxiv | Richard Evans Michael O’Neill Alexander Pritzel Natasha Antropova Andrew Senior | 2021/10/4 |
Highly accurate protein structure prediction for the human proteome | Nature | Kathryn Tunyasuvunakool Jonas Adler Zachary Wu Tim Green Michal Zielinski | 2021/8/26 |
AlphaFold 2 | Fourteenth Critical Assessment of Techniques for Protein Structure Prediction | John Jumper Richard Evans Alexander Pritzel Tim Green Michael Figurnov | 2020/12 |
Contrastive training for improved out-of-distribution detection | arXiv preprint arXiv:2007.05566 | Jim Winkens Rudy Bunel Abhijit Guha Roy Robert Stanforth Vivek Natarajan | 2020/7/10 |
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