Author

Andrew M. Ryan

University of MichiganORCID 0000-0002-2566-7763Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Akbar K. WaljeeiD· 1 shared Brahmajee K. NallamothuiD· 1 shared Cooper M. StansburyiD· 1 shared Devraj SukuliD· 1 shared Elham MahmoudiiD· 1 shared Ji ZhuiD· 1 shared Karandeep Singh· 1 shared Wenshuo LiuiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Akbar K. WaljeeORCID

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1 paper

Recent·Most cited

BioinformaticsPLoS ONEPeer-reviewedApr 15, 2020

Predicting 30-day Hospital Readmissions Using Artificial Neural Networks with Medical Code Embedding

Wenshuo Liu, Karandeep Singh, Andrew M. Ryan…·Brahmajee K. Nallamothu

This study compares prediction models for 30-day hospital readmissions, finding that artificial neural networks with medical code embeddings improve accuracy compared to logistic regression.

62 citationstop 5%

electronic health recordsmachine learning (classical)