Elisabeth Rumetshofer

Author

Johannes Kepler University of Linz ORCID

Also Known As

Elisabeth Rumetshofer, Rumetshofer, Elisabeth

Publications

337

Citations

H-Index

Concepts

All Affiliations

Johannes Kepler University of Linz Austrian Research Institute for Artificial Intelligence Medical University of Vienna

About

Elisabeth Rumetshofer is an author at Johannes Kepler University of Linz specializing in engineering, deep learning, and computer vision.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	4	4	205
2	Medicine	2	2	165
3	Natural Sciences	1	1	10
4	Biomedical Engineering	1	1	119
5	Cell Biology	1	1	119

Elisabeth Rumetshofer

Publications

290

Citations

H-Index

Page 1

	Year	Citations
Accurate Prediction of Biological Assays with High-Throughput Microscopy Images and Convolutional Networks Markus Hofmarcher, Elisabeth Rumetshofer, Djork-Arné Clevert, Journal of Chemical Information and Modeling Convolutional Neural NetworkEngineeringMachine LearningBiological AssaysBiomedical Engineering	2019	119
CLOOME: contrastive learning unlocks bioimaging databases for queries with chemical structures Ana Sanchez-Fernandez, Elisabeth Rumetshofer, Sepp Hochreiter, Nature Communications	2023	47
Artificial neural networks and pathologists recognize basal cell carcinomas based on different histological patterns Susanne Kimeswenger, Philipp Tschandl, Petar Noack, Modern Pathology EngineeringMachine LearningDigital PathologyDiagnosisPathology	2020	46
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP Andreas Fürst, Elisabeth Rumetshofer, Fei Tang, arXiv (Cornell University) Few-shot LearningEngineeringMachine LearningNetwork AnalysisCovariance Structure	2021	30
Multi-modal representation learning in retinal imaging using self-supervised learning for enhanced clinical predictions Emese Sükei, Elisabeth Rumetshofer, Niklas Schmidinger, Scientific Reports	2024	15
Large-Scale Ligand-Based Virtual Screening for SARS-CoV-2 Inhibitors Using Deep Neural Networks Markus Hofmarcher, Andreas Mayr, Elisabeth Rumetshofer, SSRN Electronic Journal	2020	13
Human-level Protein Localization with Convolutional Neural Networks Elisabeth Rumetshofer, Markus Hofmarcher, Clemens Röhrl, International Conference on Learning Representations Convolutional Neural NetworkMachine VisionEngineeringNatural SciencesComputational Biology	2018	10
Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget Johannes M. Lehner, Benedikt Alkin, Andreas Fürst, Proceedings of the AAAI Conference on Artificial Intelligence	2024	10

Page 1