Ethnic and regional variations in hospital mortality from COVID-19 in Brazil: a cross-sectional observational study
Baqui, Pedro, Bica, Ioana, Marra, Valerio, Ercole, Ari, van der Schaar, Mihaela
Published in The Lancet Global Health (01.08.2020)
Published in The Lancet Global Health (01.08.2020)
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Protein Family-Specific Models Using Deep Neural Networks and Transfer Learning Improve Virtual Screening and Highlight the Need for More Data
Imrie, Fergus, Bradley, Anthony R, van der Schaar, Mihaela, Deane, Charlotte M
Published in Journal of chemical information and modeling (26.11.2018)
Published in Journal of chemical information and modeling (26.11.2018)
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Journal Article
Data-Driven Online Recommender Systems With Costly Information Acquisition
Atan, Onur, Ghoorchian, Saeed, Maghsudi, Setareh, van der Schaar, Mihaela
Published in IEEE transactions on services computing (01.01.2023)
Published in IEEE transactions on services computing (01.01.2023)
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Journal Article
A systematic framework for dynamically optimizing multi-user wireless video transmission
Fu, Fangwen, Van Der Schaar, Mihaela
Published in IEEE journal on selected areas in communications (01.04.2010)
Published in IEEE journal on selected areas in communications (01.04.2010)
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Journal Article
Comparing COVID-19 risk factors in Brazil using machine learning: the importance of socioeconomic, demographic and structural factors
Baqui, Pedro, Marra, Valerio, Alaa, Ahmed M., Bica, Ioana, Ercole, Ari, van der Schaar, Mihaela
Published in Scientific reports (02.08.2021)
Published in Scientific reports (02.08.2021)
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Assessing eligibility for lung cancer screening using parsimonious ensemble machine learning models: A development and validation study
Callender, Thomas, Imrie, Fergus, Cebere, Bogdan, Pashayan, Nora, Navani, Neal, van der Schaar, Mihaela, Janes, Sam M
Published in PLoS medicine (03.10.2023)
Published in PLoS medicine (03.10.2023)
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Journal Article
Dynamic network formation with foresighted agents
Song, Yangbo, van der Schaar, Mihaela
Published in International journal of game theory (01.06.2020)
Published in International journal of game theory (01.06.2020)
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Journal Article
Generalized Phase Shifting for M -Band Discrete Wavelet Packet Transforms
Andreopoulos, Y., van der Schaar, M.
Published in IEEE transactions on signal processing (01.02.2007)
Published in IEEE transactions on signal processing (01.02.2007)
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Journal Article
From Real‐World Patient Data to Individualized Treatment Effects Using Machine Learning: Current and Future Methods to Address Underlying Challenges
Bica, Ioana, Alaa, Ahmed M., Lambert, Craig, Schaar, Mihaela
Published in Clinical pharmacology and therapeutics (01.01.2021)
Published in Clinical pharmacology and therapeutics (01.01.2021)
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Journal Article
Personalized Course Sequence Recommendations
Jie Xu, Tianwei Xing, van der Schaar, Mihaela
Published in IEEE transactions on signal processing (15.10.2016)
Published in IEEE transactions on signal processing (15.10.2016)
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Journal Article
Development of a Machine Learning Algorithm for Prediction of Complications and Unplanned Readmission Following Primary Anatomic Total Shoulder Replacements
Devana, Sai K, Shah, Akash A, Lee, Changhee, Jensen, Andrew R, Cheung, Edward, van der Schaar, Mihaela, SooHoo, Nelson F
Published in Journal of shoulder and elbow arthroplasty (2022)
Published in Journal of shoulder and elbow arthroplasty (2022)
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Journal Article
How artificial intelligence and machine learning can help healthcare systems respond to COVID-19
van der Schaar, Mihaela, Alaa, Ahmed M., Floto, Andres, Gimson, Alexander, Scholtes, Stefan, Wood, Angela, McKinney, Eoin, Jarrett, Daniel, Lio, Pietro, Ercole, Ari
Published in Machine learning (01.01.2021)
Published in Machine learning (01.01.2021)
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Journal Article
Between-centre differences for COVID-19 ICU mortality from early data in England
Qian, Zhaozhi, Alaa, Ahmed M., van der Schaar, Mihaela, Ercole, Ari
Published in Intensive care medicine (01.09.2020)
Published in Intensive care medicine (01.09.2020)
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Journal Article
Development of a Machine Learning Algorithm for Prediction of Complications and Unplanned Readmission Following Reverse Total Shoulder Arthroplasty
Devana, Sai K., Shah, Akash A., Lee, Changhee, Gudapati, Varun, Jensen, Andrew R., Cheung, Edward, Solorzano, Carlos, van der Schaar, Mihaela, SooHoo, Nelson F.
Published in Journal of shoulder and elbow arthroplasty (2021)
Published in Journal of shoulder and elbow arthroplasty (2021)
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Journal Article