K-Mer Fingerprinting with RNN to predict MICs for K. pneumoniae-Reference-Cited by-同舟云学术

K-Mer Fingerprinting with RNN to predict MICs for K. pneumoniae

Published:2022-12-06 Issue: Volume: Page:
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Container-title:2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
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Author:

Kromer-Edwards Cory¹,Castanheira Mariana²,Oliveira Suely¹

Affiliation:

1. University of Iowa,Computer Science,Iowa City,United States

2. JMI Laboratories,North Liberty,United Statess

Publisher

IEEE

Link

Reference22 articles.

1. Development of in vitro susceptibility testing criteria and quality control parameters;Wikler;NCCLS,2018

2. Performance standards for antimicrobial susceptibility testing;Weinstein;Clinical and Laboratory Standards Institute,2021

3. Antimicrobial Susceptibility Testing, ser. StatPearls;Bayot;StatPearls Publishing,2021

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2. Optimizing K-Mer Fingerprint Generation for Machine Learning;Proceedings of the 14th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics;2023-09-03

3. Compound RNN to predict MICs using K-Mer Fingerprints and Antibiotic SMILES;Proceedings of the 14th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics;2023-09-03