Maria Xenochristou

Federated benchmarking of medical artificial intelligence with MedPerf

Alexandros Karargyris, Renato Umeton, Micah Sheller et al. · Nature Machine Intelligence · 2023 · 149 citations · Full text

Computing, Cloud Computing, Cloud Infrastructure +13

Multiomics Characterization of Preterm Birth in Low- and Middle-Income Countries

Fyezah Jehan, Sunil Sazawal, Abdullah H Baqui et al. · JAMA Network Open · 2020 · 105 citations · Full text

Medicine, Maternal Health, Obstetrics +15

Water Demand Forecasting Accuracy and Influencing Factors at Different Spatial Scales Using a Gradient Boosting Machine

Maria Xenochristou, Craig W. Hutton, Jan Hofman et al. · Water Resources Research · 2020 · 87 citations · Full text

Computing, Hydrology, Water Resources Management +14

Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions

Anthony Culos, Amy S. Tsai, Natalie Stanley et al. · Nature Machine Intelligence · 2020 · 84 citations · Full text

Life Sciences, Bioinformatics, Immunology +10

An ensemble stacked model with bias correction for improved water demand forecasting

Maria Xenochristou, Zoran Kapelan · Urban Water Journal · 2020 · 64 citations

Computing, Data Science, Water Resources Management +15