Caroline Weis

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My research interests lie in the development of personalized healthcare through data analysis and machine learning on medical and biological data. I developed models predicting antimicrobial resistance from MALDI-TOF mass spectrometry data, through kernel methods, domain adaptation and topological data analysis.

Research Interests

Papers共 11 篇Author StatisticsCo-AuthorSimilar Experts

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Genetic Prediction of Quantitative Traits: a Machine Learner's Guide Focused on Height

Lucie Bourguignon,Caroline Weis,Catherine R. Jutzeler,Michael Adamer

arXiv (Cornell University)（2023）

Cited0Views0EIBibtex

Improved MALDI-TOF MS Based Antimicrobial Resistance Prediction Through Hierarchical Stratification

Caroline Weis,Bastian Rieck,Sebastian Balzer,Aline Cuénod,Adrian Egli,Karsten Borgwardt

bioRxiv (Cold Spring Harbor Laboratory) (2022)

Cited1Views0Bibtex

Direct Antimicrobial Resistance Prediction from Clinical MALDI-TOF Mass Spectra Using Machine Learning

Caroline Weis,Aline Cuénod,Bastian Rieck,Olivier Dubuis,Susanne Graf,Claudia Lang,Michael Oberle,Maximilian Brackmann,Kirstine K. Søgaard,Michael Osthoff,Karsten Borgwardt,Adrian Egli

Nature Medicineno. 1 (2022): 164-174

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Topological Data Analysis of Copy Number Alterations in Cancer

Stefan Groha,Caroline Weis,Alexander Gusev,Bastian Rieck

CoRR (2020)

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Convening during COVID-19: Lessons learnt from organizing virtual workshops in 2020

Mandana Samiei,Caroline Weis, Larissa Schiavo,Tatjana Chavdarova,Fariba Yousefi

CoRR (2020)

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Direct Antimicrobial Resistance Prediction from MALDI-TOF mass spectra profile in clinical isolates through Machine Learning

Caroline Weis,Aline Cuénod,Bastian Rieck,Felipe Llinares-López,Olivier Dubuis,Susanne Graf,Claudia Lang,Michael Oberle,Kirstine K. Soegaard,Michael Osthoff,Karsten Borgwardt,Adrian Egli

biorxiv（2020）

Cited3Views0Bibtex

Comorbidities, Clinical Signs and Symptoms, Laboratory Findings, Imaging Features, Treatment Strategies, and Outcomes in Adult and Pediatric Patients with COVID-19: A Systematic Review and Meta-Analysis

Catherine Ruth Jutzeler,Lucie Bourguignon,Caroline V. Weis,Bobo Tong, Cyrus Wong,Bastian Rieck,Hans Pargger,Sarah Tschudin-Sutter,Adrian Egli,Karsten Borgwardt,Matthias Walter

openalex（2020）

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Topological and Kernel-Based Microbial Phenotype Prediction from MALDI-TOF Mass Spectra

Caroline Weis,Max Horn,Bastian Rieck,Aline Cuenod,Adrian Egli,Karsten Borgwardt

Bioinformatics（2020）

Cited13Views0EIWOSBibtex

Hybrid Methods Reveal Multiple Flexibly Linked DNA Polymerases Within the Bacteriophage T7 Replisome

Jamie R. Wallen,Hao Zhang,Caroline Weis,Weidong Cui,Brittni M. Foster,Chris M. W. Ho,Michal Hammel,John A. Tainer,Michael L. Gross,Tom Ellenberger

Structure（2017）

Cited0Views0WOSBibtex

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Papers共 11 篇Author StatisticsCo-AuthorSimilar Experts