Author

Karandeep Singh

University of MichiganPrimary ORCID profile (0009-0005-6138-8306 · 1 paper)Unclaimed ORCID profile · follow to get notified of new preprints

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Same name, identified by ORCID

Karandeep SinghiD1 paper · Jawaharlal Nehru Centre for Advanced Scientific Research

Biology Disciplines

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Bioinformatics· 1

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 Brahmajee K. NallamothuiD· 1 shared Cooper M. StansburyiD· 1 shared Devraj SukuliD· 1 shared Elham MahmoudiiD· 1 shared Ji ZhuiD· 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