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Caroline Weis
Caroline Weis
AI/ML Engineer for Biomedical AI at GSK.ai | PhD Machine Learning for Healthcare ETH Zurich
Verified email at bsse.ethz.ch - Homepage
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Comorbidities, clinical signs and symptoms, laboratory findings, imaging features, treatment strategies, and outcomes in adult and pediatric patients with COVID-19: A …
CR Jutzeler, L Bourguignon, CV Weis, B Tong, C Wong, B Rieck, ...
Travel medicine and infectious disease 37, 101825, 2020
1642020
Machine learning for microbial identification and antimicrobial susceptibility testing on MALDI-TOF mass spectra: a systematic review
CV Weis, CR Jutzeler, K Borgwardt
Clinical Microbiology and Infection 26 (10), 1310-1317, 2020
642020
Phylogenetic tools for generalized HIV-1 epidemics: findings from the PANGEA-HIV methods comparison
O Ratmann, EB Hodcroft, M Pickles, A Cori, M Hall, S Lycett, C Colijn, ...
Molecular biology and evolution 34 (1), 185-203, 2017
632017
Direct antimicrobial resistance prediction from clinical MALDI-TOF mass spectra using machine learning
C Weis, A Cuénod, B Rieck, O Dubuis, S Graf, C Lang, M Oberle, ...
Nature Medicine 28 (1), 164-174, 2022
322022
Hybrid methods reveal multiple flexibly linked DNA polymerases within the bacteriophage T7 replisome
JR Wallen, H Zhang, C Weis, W Cui, BM Foster, CMW Ho, M Hammel, ...
Structure 25 (1), 157-166, 2017
182017
Topological and kernel-based microbial phenotype prediction from MALDI-TOF mass spectra
C Weis, M Horn, B Rieck, A Cuénod, A Egli, K Borgwardt
Bioinformatics 36 (Supplement_1), i30-i38, 2020
102020
Convening during COVID-19: Lessons learnt from organizing virtual workshops in 2020
M Samiei, C Weis, L Schiavo, T Chavdarova, F Yousefi
arXiv preprint arXiv:2012.01191, 2020
52020
Improved MALDI-TOF MS based antimicrobial resistance prediction through hierarchical stratification
C Weis, BA Rieck, S Balzer, A Cuenod, A Egli, K Borgwardt
bioRxiv, 2022.04. 13.488198, 2022
22022
Direct Antimicrobial Resistance Prediction from MALDI-TOF mass spectra profile in clinical isolates through Machine Learning
C Weis, A Cuénod, B Rieck, F Llinares-López, O Dubuis, S Graf, C Lang, ...
bioRxiv 1, 1-35, 2020
22020
Topological Data Analysis of copy number alterations in cancer
S Groha, C Weis, A Gusev, B Rieck
arXiv preprint arXiv:2011.11070, 2020
12020
Untersuchung von Zinkoxid-Nanopartikeln mithilfe von Röntgenkleinwinkelstreuung und UV/Vis-Spektroskopie
C Weis, BPDT Unruh
Friedrich-Alexander-Universitat, 2013
12013
MALDI-TOF mass spectrometry based clinical antimicrobial resistance prediction using machine learning
CV Weis
ETH Zurich, 2022
2022
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