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Austin Huang

Researcher at Brown University

Publications -  31
Citations -  2538

Austin Huang is an academic researcher from Brown University. The author has contributed to research in topics: Medicine & Internal medicine. The author has an hindex of 8, co-authored 9 publications receiving 1534 citations.

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Opportunities and obstacles for deep learning in biology and medicine.

TL;DR: It is found that deep learning has yet to revolutionize biomedicine or definitively resolve any of the most pressing challenges in the field, but promising advances have been made on the prior state of the art.
Posted ContentDOI

Face Masks Against COVID-19: An Evidence Review

TL;DR: The preponderance of evidence indicates that mask wearing reduces the transmissibility per contact by reducing transmission of infected droplets in both laboratory and clinical contexts, and recommends the adoption of public cloth mask wearing, as an effective form of source control.
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QColors: An algorithm for conservative viral quasispecies reconstruction from short and non-contiguous next generation sequencing reads

TL;DR: The approach described here incorporates graph representations of both read differences and read overlap to conservatively determine the regions of the sequence with sufficient variability to separate quasispecies sequences, which is demonstrated by successfully applying it to simulations based on actual intra-patient clonal HIV-1 sequencing data.
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Low prevalence of transmitted K65R and other tenofovir resistance mutations across different HIV-1 subtypes: implications for pre-exposure prophylaxis

TL;DR: Tenofovir‐containing regimens have demonstrated potential efficacy as pre‐exposure prophylaxis (PrEP) in preventing HIV‐1 infection and transmitted drug resistance mutations associated with ten ofovir, specifically the reverse transcriptase (RT) mutation K65R, may impact the effectiveness of PrEP.