ARCH: Large-scale Knowledge Graph via Aggregated Narrative Codified Health Records Analysis.

Autor: Gan Z; University of Chicago, Chicago, IL, USA., Zhou D; Harvard T.H. Chan School of Public Health, Boston, MA, USA., Rush E; Oak Ridge National Laboratory, Oak Ridge, TN USA., Panickan VA; Harvard Medical School, Boston, MA, USA.; VA Boston Healthcare System, Boston, MA, USA., Ho YL; VA Boston Healthcare System, Boston, MA, USA., Ostrouchov G; Oak Ridge National Laboratory, Oak Ridge, TN USA., Xu Z; University of Michigan, Ann Arbor, MI, USA., Shen S; Harvard T.H. Chan School of Public Health, Boston, MA, USA., Xiong X; Harvard T.H. Chan School of Public Health, Boston, MA, USA., Greco KF; Harvard T.H. Chan School of Public Health, Boston, MA, USA., Hong C; Duke University, Durham, NC, USA., Bonzel CL; Harvard Medical School, Boston, MA, USA.; VA Boston Healthcare System, Boston, MA, USA., Wen J; Harvard Medical School, Boston, MA, USA., Costa L; VA Boston Healthcare System, Boston, MA, USA., Cai T; VA Boston Healthcare System, Boston, MA, USA.; Brigham and Women's Hospital, Boston, MA, USA., Begoli E; Oak Ridge National Laboratory, Oak Ridge, TN USA., Xia Z; University of Pittsburgh, Pittsburgh, USA., Gaziano JM; Harvard Medical School, Boston, MA, USA.; VA Boston Healthcare System, Boston, MA, USA.; Brigham and Women's Hospital, Boston, MA, USA., Liao KP; VA Boston Healthcare System, Boston, MA, USA.; Brigham and Women's Hospital, Boston, MA, USA., Cho K; Harvard Medical School, Boston, MA, USA.; VA Boston Healthcare System, Boston, MA, USA.; Brigham and Women's Hospital, Boston, MA, USA., Cai T; Harvard T.H. Chan School of Public Health, Boston, MA, USA.; Harvard Medical School, Boston, MA, USA.; VA Boston Healthcare System, Boston, MA, USA., Lu J; Harvard T.H. Chan School of Public Health, Boston, MA, USA.; VA Boston Healthcare System, Boston, MA, USA.

Publikováno v: MedRxiv : the preprint server for health sciences [medRxiv] 2023 May 21. Date of Electronic Publication: 2023 May 21.

Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data.

Autor: Hong C; Harvard Medical School, Boston, MA, USA.; VA Boston Healthcare System, Boston, MA, USA., Rush E; Department of Energy, Oak Ridge National Lab, Oak Ridge, TN, USA., Liu M; Harvard T.H. Chan School of Public Health, Boston, MA, USA., Zhou D; University of California, Davis, CA, USA., Sun J; University of Illinois at Chicago, Chicago, IL, USA., Sonabend A; Harvard T.H. Chan School of Public Health, Boston, MA, USA., Castro VM; Mass General Brigham, Boston, MA, USA., Schubert P; VA Boston Healthcare System, Boston, MA, USA., Panickan VA; Harvard Medical School, Boston, MA, USA., Cai T; VA Boston Healthcare System, Boston, MA, USA.; Mass General Brigham, Boston, MA, USA., Costa L; VA Boston Healthcare System, Boston, MA, USA., He Z; Mass General Brigham, Boston, MA, USA., Link N; VA Boston Healthcare System, Boston, MA, USA., Hauser R; West Haven VA Medical Center, West Haven, CT, USA., Gaziano JM; Harvard Medical School, Boston, MA, USA.; VA Boston Healthcare System, Boston, MA, USA.; Brigham and Women's Hospital, Boston, MA, USA., Murphy SN; Mass General Brigham, Boston, MA, USA., Ostrouchov G; Department of Energy, Oak Ridge National Lab, Oak Ridge, TN, USA., Ho YL; VA Boston Healthcare System, Boston, MA, USA., Begoli E; Department of Energy, Oak Ridge National Lab, Oak Ridge, TN, USA., Lu J; VA Boston Healthcare System, Boston, MA, USA.; Harvard T.H. Chan School of Public Health, Boston, MA, USA., Cho K; Harvard Medical School, Boston, MA, USA.; VA Boston Healthcare System, Boston, MA, USA.; Brigham and Women's Hospital, Boston, MA, USA., Liao KP; Harvard Medical School, Boston, MA, USA.; VA Boston Healthcare System, Boston, MA, USA.; Brigham and Women's Hospital, Boston, MA, USA., Cai T; Harvard Medical School, Boston, MA, USA. tcai@hsph.harvard.edu.; VA Boston Healthcare System, Boston, MA, USA. tcai@hsph.harvard.edu.; Harvard T.H. Chan School of Public Health, Boston, MA, USA. tcai@hsph.harvard.edu.

Publikováno v: NPJ digital medicine [NPJ Digit Med] 2021 Oct 27; Vol. 4 (1), pp. 151. Date of Electronic Publication: 2021 Oct 27.

JSONize: A Scalable Machine Learning Pipeline to Model Medical Notes as Semi-structured Documents.

Autor: Rush EN; Oak Ridge National Laboratory, Oak Ridge, TN., Danciu I; Oak Ridge National Laboratory, Oak Ridge, TN., Ostrouchov G; Oak Ridge National Laboratory, Oak Ridge, TN., Cho K; Division of Population Health and Data Sciences, MAVERIC, VA Boston Healthcare System, Boston, MA, USA.; Department of Medicine, Harvard Medical School Division of Aging, Brigham and Womens Hospital, Boston, MA, USA., Mayer BW; Oak Ridge National Laboratory, Oak Ridge, TN., Ho YL; Division of Population Health and Data Sciences, MAVERIC, VA Boston Healthcare System, Boston, MA, USA., Honerlaw J; Division of Population Health and Data Sciences, MAVERIC, VA Boston Healthcare System, Boston, MA, USA., Costa L; Oak Ridge National Laboratory, Oak Ridge, TN., Linares F; Oak Ridge National Laboratory, Oak Ridge, TN., Begoli E; Oak Ridge National Laboratory, Oak Ridge, TN.

Publikováno v: AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science [AMIA Jt Summits Transl Sci Proc] 2020 May 30; Vol. 2020, pp. 533-541. Date of Electronic Publication: 2020 May 30 (Print Publication: 2020).

BIT Numerical Mathematics: Editorial

Autor: Åhlander, K., Allen, E., Aptekarev, A. I., Arioli, M., Arnold, M., Asadzadeh, M., Baglama, J., Bailly, C., Baker, C., Bartels, S., Bendali, A., Benzi, M., Berntsson, F., Breda, D., Brunner, H., SERRA CAPIZZANO, Stefano, Cash, J., Chan, R., Chandrasekaran, S., Chang, X. W., Chern, I. L., Crouzeix, M., Van Daele, M., Damhaug, A. C., Davis, T., Davydov, O., Dieci, L., Eriksson, J., Eriksson, L. E., Espelid, T., Estep, D., Fontich, E., Ford, N., Fornberg, B., Foster, L., Frank, J., Gander, W., Garća Palomares, U. M., Giraud, L., Greenbaum, A., Gripenberg, G., Gulliksson, M., Gustafsson, B., Gustafsson, N., Hairer, E., Hanke, M., Heggernes, P., Van Emden Henson, N., Hesthaven, J., Sanz, I. H., Hochbruck, M., Hochstenbach, M., Huckle, T., Kamvar, S., Kaps, P., Karlsen, K. H., Klarbring, A., Knizhnerman, L., Kopotum, K., Korotov, S., Kuijlaars, A., Kværnø, A., Langtangen, H. P., Larsson, E., Lenarduzzi, L., Lewalle, J., R. C., Li, Lin, P., Malyshev, A., Marletta, M., Mazzia, F., Mehl, C., Moore, P., Müller, B., Mørken, K., Neytcheva, M., Niederman, L., Olver, S., Ostrouchov, G., Pareschi, L., Parlett, B. N., Pralet, S., Raghavan, P., Rannacher, R., Runborg, O., Ruuth, S., Sand, J., Saunders, M., Sauter, S., Savaré, G., Shen, W. Z., Sidi, A., Spiteri, R., Steihaug, T., Stenger, F., Stoer, J., Strakoš, Z., Tang, T.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______3660::aa5a8eac9cf67c56c7a8c29587e13aa5
http://hdl.handle.net/11383/2048650

Exploration of high-dimensional nuclei data.

Autor: Fuentes, F., Kettani, H., Ostrouchov, G., Stoitsov, M., Hai Ah Nam

Publikováno v: 2010 the 2nd International Conference on Computer & Automation Engineering (ICCAE); 2010, p1-4, 4p