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Page 1
Opportunities and obstacles for deep learning in biology and medicine.
Ching T, Himmelstein DS, Beaulieu-Jones BK, Kalinin AA, Do BT, Way GP, Ferrero E, Agapow PM, Zietz M, Hoffman MM, Xie W, Rosen GL, Lengerich BJ, Israeli J, Lanchantin J, Woloszynek S, Carpenter AE, Shrikumar A, Xu J, Cofer EM, Lavender CA, Turaga SC, Alexandari AM, Lu Z, Harris DJ, DeCaprio D, Qi Y, Kundaje A, Peng Y, Wiley LK, Segler MHS, Boca SM, Swamidass SJ, Huang A, Gitter A, Greene CS. Ching T, et al. Among authors: boca sm. J R Soc Interface. 2018 Apr;15(141):20170387. doi: 10.1098/rsif.2017.0387. J R Soc Interface. 2018. PMID: 29618526 Free PMC article. Review.
Ten quick tips for deep learning in biology.
Lee BD, Gitter A, Greene CS, Raschka S, Maguire F, Titus AJ, Kessler MD, Lee AJ, Chevrette MG, Stewart PA, Britto-Borges T, Cofer EM, Yu KH, Carmona JJ, Fertig EJ, Kalinin AA, Signal B, Lengerich BJ, Triche TJ Jr, Boca SM. Lee BD, et al. Among authors: boca sm. PLoS Comput Biol. 2022 Mar 24;18(3):e1009803. doi: 10.1371/journal.pcbi.1009803. eCollection 2022 Mar. PLoS Comput Biol. 2022. PMID: 35324884 Free PMC article. No abstract available.
An Open-Publishing Response to the COVID-19 Infodemic.
Rando HM, Boca SM, McGowan LD, Himmelstein DS, Robson MP, Rubinetti V, Velazquez R, Greene CS, Gitter A. Rando HM, et al. Among authors: boca sm. CEUR Workshop Proc. 2021 Sep;2976:29-38. CEUR Workshop Proc. 2021. PMID: 35558551 Free PMC article.
Identification and Development of Therapeutics for COVID-19.
Rando HM, Wellhausen N, Ghosh S, Lee AJ, Dattoli AA, Hu F, Byrd JB, Rafizadeh DN, Lordan R, Qi Y, Sun Y, Brueffer C, Field JM, Ben Guebila M, Jadavji NM, Skelly AN, Ramsundar B, Wang J, Goel RR, Park Y; COVID-19 Review Consortium Vikas Bansal, John P. Barton, Simina M. Boca, Joel D. Boerckel, Christian Brueffer, James Brian Byrd, Stephen Capone, Shikta Das, Anna Ada Dattoli, John J. Dziak, Jeffrey M. Field, Soumita Ghosh, Anthony Gitter, Rishi Raj Goel, Casey S. Greene, Marouen Ben Guebila, Daniel S. Himmelstein, Fengling Hu, Nafisa M. Jadavji, Jeremy P. Kamil, Sergey Knyazev, Likhitha Kolla, Alexandra J. Lee, Ronan Lordan, Tiago Lubiana, Temitayo Lukan, Adam L. MacLean, David Mai, Serghei Mangul, David Manheim, Lucy D’Agostino McGowan, Amruta Naik, YoSon Park, Dimitri Perrin, Yanjun Qi, Diane N. Rafizadeh, Bharath Ramsundar, Halie M. Rando, Sandipan Ray, Michael P. Robson, Vincent Rubinetti, Elizabeth Sell, Lamonica Shinholster, Ashwin N. Skelly, Yuchen Sun, Yusha Sun, Gregory L. Szeto, Ryan Velazquez, Jinhui Wang, Nils Wellhausen; Boca SM, Gitter A, Greene CS. Rando HM, et al. Among authors: boca sm. mSystems. 2021 Dec 21;6(6):e0023321. doi: 10.1128/mSystems.00233-21. Epub 2021 Nov 2. mSystems. 2021. PMID: 34726496 Free PMC article.
Correction for Rando et al., "Pathogenesis, Symptomatology, and Transmission of SARS-CoV-2 through Analysis of Viral Genomics and Structure".
Rando HM, MacLean AL, Lee AJ, Lordan R, Ray S, Bansal V, Skelly AN, Sell E, Dziak JJ, Shinholster L, D'Agostino McGowan L, Ben Guebila M, Wellhausen N, Knyazev S, Boca SM, Capone S, Qi Y, Park Y, Mai D, Sun Y, Boerckel JD, Brueffer C, Byrd JB, Kamil JP, Wang J, Velazquez R, Szeto GL, Barton JP, Goel RR, Mangul S, Lubiana T; COVID-19 Review Consortium; Gitter A, Greene CS. Rando HM, et al. Among authors: boca sm. mSystems. 2022 Feb 22;7(1):e0144721. doi: 10.1128/msystems.01447-21. Epub 2022 Jan 25. mSystems. 2022. PMID: 35076276 Free PMC article. No abstract available.
Pathogenesis, Symptomatology, and Transmission of SARS-CoV-2 through Analysis of Viral Genomics and Structure.
Rando HM, MacLean AL, Lee AJ, Lordan R, Ray S, Bansal V, Skelly AN, Sell E, Dziak JJ, Shinholster L, D'Agostino McGowan L, Ben Guebila M, Wellhausen N, Knyazev S, Boca SM, Capone S, Qi Y, Park Y, Mai D, Sun Y, Boerckel JD, Brueffer C, Byrd JB, Kamil JP, Wang J, Velazquez R, Szeto GL, Barton JP, Goel RR, Mangul S, Lubiana T; COVID-19 Review Consortium Vikas Bansal, John P. Barton, Simina M. Boca, Joel D. Boerckel, Christian Brueffer, James Brian Byrd, Stephen Capone, Shikta Das, Anna Ada Dattoli, John J. Dziak, Jeffrey M. Field, Soumita Ghosh, Anthony Gitter, Rishi Raj Goel, Casey S. Greene, Marouen Ben Guebila, Daniel S. Himmelstein, Fengling Hu, Nafisa M. Jadavji, Jeremy P. Kamil, Sergey Knyazev, Likhitha Kolla, Alexandra J. Lee, Ronan Lordan, Tiago Lubiana, Temitayo Lukan, Adam L. MacLean, David Mai, Serghei Mangul, David Manheim, Lucy D’Agostino McGowan, Amruta Naik, YoSon Park, Dimitri Perrin, Yanjun Qi, Diane N. Rafizadeh, Bharath Ramsundar, Halie M. Rando, Sandipan Ray, Michael P. Robson, Vincent Rubinetti, Elizabeth Sell, Lamonica Shinholster, Ashwin N. Skelly, Yuchen Sun, Yusha Sun, Gregory L. Szeto, Ryan Velazquez, Jinhui Wang, Nils Wellhausen,; Gitter A, Greene CS. Rando HM, et al. Among authors: boca sm. mSystems. 2021 Oct 26;6(5):e0009521. doi: 10.1128/mSystems.00095-21. Epub 2021 Oct 26. mSystems. 2021. PMID: 34698547 Free PMC article.
Identification and Development of Therapeutics for COVID-19.
Rando HM, Wellhausen N, Ghosh S, Lee AJ, Dattoli AA, Hu F, Byrd JB, Rafizadeh DN, Lordan R, Qi Y, Sun Y, Brueffer C, Field JM, Guebila MB, Jadavji NM, Skelly AN, Ramsundar B, Wang J, Goel RR, Park Y; COVID-19 Review Consortium; Boca SM, Gitter A, Greene CS. Rando HM, et al. Among authors: boca sm. ArXiv [Preprint]. 2021 Mar 3:arXiv:2103.02723v3. ArXiv. 2021. PMID: 33688554 Free PMC article. Updated. Preprint.
Pathogenesis, Symptomatology, and Transmission of SARS-CoV-2 through Analysis of Viral Genomics and Structure.
Rando HM, MacLean AL, Lee AJ, Lordan R, Ray S, Bansal V, Skelly AN, Sell E, Dziak JJ, Shinholster L, McGowan LD, Guebila MB, Wellhausen N, Knyazev S, Boca SM, Capone S, Qi Y, Park Y, Sun Y, Mai D, Boerckel JD, Brueffer C, Byrd JB, Kamil JP, Wang J, Velazquez R, Szeto GL, Barton JP, Goel RR, Mangul S, Lubiana T; COVID-19 Review Consortium; Gitter A, Greene CS. Rando HM, et al. Among authors: boca sm. ArXiv [Preprint]. 2021 Feb 1:arXiv:2102.01521v4. ArXiv. 2021. PMID: 33594340 Free PMC article. Updated. Preprint.
64 results