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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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Journal ArticleDOI
Opportunities and obstacles for deep learning in biology and medicine.
Travers Ching,Daniel Himmelstein,Brett K. Beaulieu-Jones,Alexandr A. Kalinin,Brian T. Do,Gregory P. Way,Enrico Ferrero,Paul-Michael Agapow,Michael Zietz,Michael M. Hoffman,Michael M. Hoffman,Wei Xie,Gail L. Rosen,Benjamin J. Lengerich,Johnny Israeli,Jack Lanchantin,Stephen Woloszynek,Anne E. Carpenter,Avanti Shrikumar,Jinbo Xu,Evan M. Cofer,Evan M. Cofer,Christopher A. Lavender,Srinivas C. Turaga,Amr Alexandari,Zhiyong Lu,David J. Harris,Dave DeCaprio,Yanjun Qi,Anshul Kundaje,Yifan Peng,Laura K. Wiley,Marwin H. S. Segler,Simina M. Boca,S. Joshua Swamidass,Austin Huang,Anthony Gitter,Anthony Gitter,Casey S. Greene +38 more
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.
Journal ArticleDOI
An evidence review of face masks against COVID-19.
Jeremy Howard,Austin Huang,Zhiyuan Li,Zeynep Tufekci,Vladimir Zdimal,Helene-Mari van der Westhuizen,Arne von Delft,Amy Price,Lex Fridman,Lei-Han Tang,Viola Tang,Gregory L. Watson,Christina E. Bax,Reshama Shaikh,Frederik Questier,Danny Hernandez,Larry F. Chu,Christina M. Ramirez,Anne W. Rimoin +18 more
TL;DR: In this article, the authors developed an analytical framework to examine mask usage, synthesizing the relevant literature to inform multiple areas: population impact, transmission characteristics, source control, wearer protection, sociological considerations, and implementation considerations.
Posted ContentDOI
Face Masks Against COVID-19: An Evidence Review
Jeremy Howard,Austin Huang,Zhiyuan Li,Zeynep Tufekci,Vladimir Zdimal,van der Westhuizen H-M.,A von Delft,Amy Price,Lex Fridman,Tang L-H.,Viola Tang,Gregory L. Watson,Christina E. Bax,Reshama Shaikh,Frederik Questier,Danny Hernandez,Larry F. Chu,Christina M. Ramirez,Anne W. Rimoin +18 more
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.
Journal ArticleDOI
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.
Journal ArticleDOI
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.