Weakly-Supervised Drug Efficiency Estimation with Confidence Score: Application to COVID-19 Drug Discovery

Author:

Mirzaie Nahal,Sanian Mohammad V.,Rohban Mohammad H.

Publisher

Springer Nature Switzerland

Reference23 articles.

1. Ando, D.M., McLean, C.Y., Berndl, M.: Improving phenotypic measurements in high-content imaging screens. bioRxiv (2017). https://doi.org/10.1101/161422, https://www.biorxiv.org/content/early/2017/07/10/161422

2. Aslan, A., Aslan, C., Zolbanin, N.M., Jafari, R.: Acute respiratory distress syndrome in COVID-19: possible mechanisms and therapeutic management. Pneumonia 13(1), 14 (2021)

3. Caicedo, J.C., et al.: Data-analysis strategies for image-based cell profiling. Nat. Methods 14(9), 849–863 (2017)

4. Caicedo, J.C., McQuin, C., Goodman, A., Singh, S., Carpenter, A.E.: Weakly supervised learning of Single-Cell feature embeddings. Proc. IEEE Comput. Soc. Conf. Comput. Vis. Pattern Recognit. 2018, 9309–9318 (2018)

5. DeVries, T., Taylor, G.W.: Learning confidence for out-of-distribution detection in neural networks. arXiv preprint arXiv:1802.04865 (2018)

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