mark's homepage - papers i've written

papers i've written

here are some papers and preprints i've written in order of recency.

Imputation of Health Records with Neural Networks

link:

GRWINN.pdf

1. community detection in weighted multilayer networks with ambient noise: a novel stochastic block (with) ambient noise model (sbanm) for multilayer gaussian weighted networks and its applications to psychopathology, politics, and human mobility data

link: https://arxiv.org/abs/2103.00486

code: https://github.com/markhe1111/SBANM

2. intertemporal community detection in human mobility networks: time-series clustering method on weighted networks, with applications in bikeshare and taxicab networks

link: https://arxiv.org/abs/1906.04582

3. demarcating geographic regions using community detection in commuting networks with significant self-loops: community detection method on networks with large self-loops, with a specific applications to us commuting data

link: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0230941

code: https://github.com/markhe1111/commuting-communities

4. scan-time corrections for 80-100-min standardized uptake volume ratios to measure the 18 f-av-1451 tracer for tau imaging: a novel method for correcting errors in pet scan

link: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6475617/pdf/nihms-1019815.pdf

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