Concepedia

Elisabeth Rumetshofer

ER

8

Publications

290

Citations

8

H-Index

2018

Active since

Affiliations

Johannes Kepler University of Linz(Current)

Austrian Research Institute for Artificial Intelligence

Medical University of Vienna

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

Top concepts

EngineeringDeep LearningComputer VisionMachine LearningMedicineComputational BiologyMedical Image ComputingDiagnosisPathologyRadiology

Publications per year

2018–2024

8

Publications

8

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

Markus Hofmarcher, Elisabeth Rumetshofer, Djork-Arné Clevert et al. · Journal of Chemical Information and Modeling · 2019 · 119 citations

Convolutional Neural Network, Engineering, Machine Learning +21

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

Ana Sanchez-Fernandez, Elisabeth Rumetshofer, Sepp Hochreiter et al. · Nature Communications · 2023 · 47 citations · Full text

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

Susanne Kimeswenger, Philipp Tschandl, Petar Noack et al. · Modern Pathology · 2020 · 46 citations

Engineering, Machine Learning, Digital Pathology +16

CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP

Andreas Fürst, Elisabeth Rumetshofer, Fei Tang et al. · arXiv (Cornell University) · 2021 · 30 citations · Full text

Few-shot Learning, Engineering, Machine Learning +18

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

Emese Sükei, Elisabeth Rumetshofer, Niklas Schmidinger et al. · Scientific Reports · 2024 · 15 citations · Full text

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