SmallData Symposium 2024

CRISPert: A Transformer-Based Model for CRISPR-Cas Off-Target Prediction

URL:
https://link.springer.com/chapter/10.1007/978-3-031-70368-3_6
Publication date:
2024/08/22
Authors:
William Jobson Pargeter, Rolf Backofen, Van Dinh Tran
Proceedings title:
Machine Learning and Knowledge Discovery in Databases. Research Track
Conference name:
Joint European Conference on Machine Learning and Knowledge Discovery in Databases
Keywords: Artificial Neural Network: Transformers, Embeddings, Genomics, Integration, Prediction, Python, Self-supervised Learning, Supervised Learning

Related Resources

DeepCRISPR off-target benchmark dataset
Dataset
CRISPert
Model, algorithm or code

Contact

Administrative Manager

Marc Schumacher

Institute of Medical Biometry and Statistics,
Faculty of Medicine and Medical Center –
University of Freiburg