Author

Nathanael R. Fillmore

VA Boston Healthcare SystemORCID 0000-0002-8058-3423Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Genetic & Genomic Medicine· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Assay:electronic health records· 1 Research Focus:fine-mapping· 1 Research Focus:GWAS / association mapping· 1

Frequent Co-Authors

Nhan DoiD· 2 shared Aidan O’BrieniD· 1 shared Alan R. SandersiD· 1 shared Alex Stratigos· 1 shared Alexander Chowdhury· 1 shared Alexander Maxwell MenziesiD· 1 shared Alexandra Franz· 1 shared Amalie Dahl HaueiD· 1 shared

Activity by Year

2021-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersGenetic & Genomic Medicine

Nhan DoORCID

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2 papers

Recent·Most cited

Genetic & Genomic MedicinemedRxivPreprintOct 15, 2026

Melanoma germline genetics: immune, cancer driver, and Wnt signaling genes

G J M Shanika R Jayasinghe, Jianxin Shi, Rohit Thakur…·Nhan Do

This paper identifies 116 risk loci for melanoma through GWAS, links susceptibility to immunity and Wnt signaling, and develops a PRS improving risk prediction.

DOI 10.64898/2026.10.14.26365068

humanGWAS summary statistics

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BioinformaticsbioRxivPreprintJun 27, 2021

Pancreatic cancer risk predicted from disease trajectories using deep learning

Davide Placido, Bo Yuan, Jessica Xin Hjaltelin…·Chris Sander

This paper uses deep learning to predict pancreatic cancer risk from clinical disease trajectories in two large datasets, achieving higher accuracy than models without temporal information.

16 citations

humanelectronic health records

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