RiskScape: A Data Visualization and Aggregation Platform for Public Health Surveillance Using Routine Electronic Health Record Data.

Autor: Cocoros NM; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Kirby C; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Zambarano B; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Ochoa A; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Eberhardt K; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Rocchio Sb C; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Ursprung WS; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Nielsen VM; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Durham NN; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Menchaca JT; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Josephson M; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Erani D; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Hafer E; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Weiss M; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Herrick B; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Callahan M; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Isaac T; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston., Klompas M; Noelle M. Cocoros, Aileen Ochoa, John T. Menchaca, and Michael Klompas are with the Department of Population Medicine at Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA. Chaim Kirby, Bob Zambarano, Karen Eberhardt, and Catherine Rocchio are with Commonwealth Informatics, Waltham, MA. W. Sanouri Ursprung, Victoria M. Nielsen, and Natalie Nguyen Durham are with Massachusetts Department of Public Health, Boston. Mark Josephson, Diana Erani, and Ellen Hafer are with Massachusetts League of Community Health Centers, Boston. Michelle Weiss and Brian Herrick are with Cambridge Health Alliance, Cambridge, MA. Myfanwy Callahan and Thomas Isaac are with Atrius Health, Boston.

Publikováno v: American journal of public health [Am J Public Health] 2021 Feb; Vol. 111 (2), pp. 269-276. Date of Electronic Publication: 2020 Dec 22.