Personalized regression enables sample-specific pan-cancer analysis

por Lengerich, Benjamin J, Aragam, Bryon, Xing, Eric P
Publicado 2018

Precision Lasso: accounting for correlations and linear dependencies in high-dimensional genomic data

por Wang, Haohan, Lengerich, Benjamin J, Aragam, Bryon, Xing, Eric P
Publicado 2019

Time-Varying Mortality Risk Suggests Increased Impact of Thrombosis in Hospitalized Covid-19 Patients

por Lengerich, Benjamin J., Nunnally, Mark E., Aphinyanaphongs, Yin, Caruana, Rich
Publicado 2021

Automated interpretable discovery of heterogeneous treatment effectiveness: A COVID-19 case study

por Lengerich, Benjamin J., Nunnally, Mark E., Aphinyanaphongs, Yin, Ellington, Caleb, Caruana, Rich
Publicado 2022

Experimental and Computational Mutagenesis To Investigate the Positioning of a General Base within an Enzyme Active Site

por Schwans, Jason P., Hanoian, Philip, Lengerich, Benjamin J., Sunden, Fanny, Gonzalez, Ana, Tsai, Yingssu, Hammes-Schiffer, Sharon, Herschlag, Daniel
Publicado 2014

Ten quick tips for deep learning in biology

por Lee, Benjamin D., Gitter, Anthony, Greene, Casey S., Raschka, Sebastian, Maguire, Finlay, Titus, Alexander J., Kessler, Michael D., Lee, Alexandra J., Chevrette, Marc G., Stewart, Paul Allen, Britto-Borges, Thiago, Cofer, Evan M., Yu, Kun-Hsing, Carmona, Juan Jose, Fertig, Elana J., Kalinin, Alexandr A., Signal, Brandon, Lengerich, Benjamin J., Triche, Timothy J., Boca, Simina M.
Publicado 2022

Opportunities and obstacles for deep learning in biology and medicine

por Ching, Travers, Himmelstein, Daniel S., Beaulieu-Jones, Brett K., Kalinin, Alexandr A., Do, Brian T., Way, Gregory P., Ferrero, Enrico, Agapow, Paul-Michael, Zietz, Michael, Hoffman, Michael M., Xie, Wei, Rosen, Gail L., Lengerich, Benjamin J., Israeli, Johnny, Lanchantin, Jack, Woloszynek, Stephen, Carpenter, Anne E., Shrikumar, Avanti, Xu, Jinbo, Cofer, Evan M., Lavender, Christopher A., Turaga, Srinivas C., Alexandari, Amr M., Lu, Zhiyong, Harris, David J., DeCaprio, Dave, Qi, Yanjun, Kundaje, Anshul, Peng, Yifan, Wiley, Laura K., Segler, Marwin H. S., Boca, Simina M., Swamidass, S. Joshua, Huang, Austin, Gitter, Anthony, Greene, Casey S.
Publicado 2018