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Elisabeth Rumetshofer | Researchclopedia

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Elisabeth Rumetshofer

Johannes Kepler University of Linz ORCID

19

Works

344

Citations

9

h-index

9

i10-index

Research Topics

Computational Drug Discovery Methods Cell Image Analysis Techniques Image Processing Techniques and Applications

Affiliations

Johannes Kepler University of Linz2018–2024

Top Works

Accurate Prediction of Biological Assays with High-Throughput Microscopy Images and Convolutional Networks

Markus Hofmarcher,Elisabeth Rumetshofer,et al.

2019121 citations

AI in cancer detection

Domain Adaptation and Few-Shot Learning

CLOOME: contrastive learning unlocks bioimaging databases for queries with chemical structures

Ana Sanchez-Fernandez,Elisabeth Rumetshofer,et al.

202349 citations

Artificial neural networks and pathologists recognize basal cell carcinomas based on different histological patterns

Susanne Kimeswenger,Philipp Tschandl,et al.

202047 citations

CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP

Andreas Fürst,Elisabeth Rumetshofer,et al.

202131 citations

CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP

Andreas Fürst,Elisabeth Rumetshofer,et al.

202130 citations

Multi-modal representation learning in retinal imaging using self-supervised learning for enhanced clinical predictions

Emese Sükei,Elisabeth Rumetshofer,et al.

202417 citations

Large-Scale Ligand-Based Virtual Screening for SARS-CoV-2 Inhibitors Using Deep Neural Networks

Markus Hofmarcher,Andreas Mayr,et al.

202013 citations

Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget

Johannes M. Lehner,Benedikt Alkin,et al.

202411 citations

Human-level Protein Localization with Convolutional Neural Networks

Elisabeth Rumetshofer,Markus Hofmarcher,et al.

201810 citations