Author

Brahmajee K. Nallamothu

University of MichiganORCID 0000-0003-4331-6649Unclaimed 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 Andrew M. RyaniD· 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

Co-Author Collaboration Network

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

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

Wenshuo Liu, Karandeep Singh, Andrew M. Ryan, Devraj Sukul, Elham Mahmoudi, Akbar K. Waljee, Cooper M. Stansbury, Ji Zhu, 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.

PLoS ONE · Apr 15, 2020Peer-reviewedBioinformatics