Claudio Angione

Integrated multi-omics analysis of ovarian cancer using variational autoencoders

Muta Tah Hira, Mohammad A. Razzaque, Claudio Angione et al. · Scientific Reports · 2021 · 137 citations · Full text

Life Sciences, Bioinformatics, Oncology +15

Using machine learning as a surrogate model for agent-based simulations

Claudio Angione, Eric Silverman, Elisabeth Yaneske · PLoS ONE · 2022 · 123 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

A mechanism-aware and multiomic machine-learning pipeline characterizes yeast cell growth

Christopher Culley, Supreeta Vijayakumar, Guido Zampieri et al. · Proceedings of the National Academy of Sciences · 2020 · 94 citations · Full text

Life Sciences, Bioinformatics, Systems Biology +16

A pipeline and comparative study of 12 machine learning models for text classification

Annalisa Occhipinti, Louis Rogers, Claudio Angione · Expert Systems with Applications · 2022 · 81 citations · Full text

Computing, Computer Science, Feature Engineering +14

Metatranscriptomics-guided genome-scale metabolic modeling of microbial communities

Guido Zampieri, Stefano Campanaro, Claudio Angione et al. · Cell Reports Methods · 2023 · 75 citations · Full text

Life Sciences, Microbiology, Molecular Biology +16