Collective Experience: A Database-Fuelled, Inter-Disciplinary Team-Led Learning System |
Celi, Leo A.
(Harvard-MIT Division of Health Sciences and Technology, Cambridge, and Beth Israel Deaconess Medical Center)
Mark, Roger G. (Harvard-MIT Division of Health Sciences and Technology, Cambridge, and Beth Israel Deaconess Medical Center) Lee, Joon (Harvard-MIT Division of Health Sciences and Technology) Scott, Daniel J. (Harvard-MIT Division of Health Sciences and Technology) Panch, Trishan (Harvard-MIT Division of Health Sciences and Technology) |
1 | M. Saeed, M. Villarroel, A. T. Reisner, G. Clifford, L. Lehman, G. Moody, T. Heldt, T. H. Kyaw, B. Moody, and R. G. Mark, "Multiparameter Intelligent Monitoring in Intensive Care II (MIMIC-II): a public-access intensive care unit database," Critical Care Medicine, vol. 39, no. 5, pp. 952-960, 2011. DOI ScienceOn |
2 | J. Price, Oracle Database 11g SQL. New York: McGraw- Hill, 2007. |
3 | PhysioNet, "The WFDB software package," http://www.physionet. org/physiotools/wfdb.shtml. |
4 | M. B. Craig, B. E. Moody, S. Jia, M. C. Villarroel, and R. G. Mark, "Matching data fragments with imperfect identifiers from disparate sources," Computing in Cardiology, vol. 37, pp. 793-796, 2010. |
5 | PhysioNet, "De-identification: software and test data," http:// www.physionet.org/physiotools/deid/. |
6 | I. Neamatullah, M. M. Douglass, L. H. Lehman, A. Reisner, M. Villarroel, W. J. Long, P. Szolovits, G. B. Moody, R. G. Mark, and G. D. Clifford, "Automated de-identification of free-text medical records," BMC Medical Informatics and Decision Making, vol. 8, 32, 2008. DOI ScienceOn |
7 | T. Mandelbaum, D. J. Scott, J. Lee, R. G. Mark, A. Malhotra, S. S. Waikar, M. D. Howell, and D. Talmor, "Outcome of critically ill patients with acute kidney Injury using the Acute Kidney Injury Network criteria," Critical Care Medicine, vol. 39, no. 12, pp. 2659-2664, 2011. DOI |
8 | J. R. Le Gall, P. Loirat, and A. Alperovitch, "Simplified acute physiological score for intensive care patients," Lancet, vol. 322, no. 8352, p. 741, 1983. |
9 | J. R. Vincent, R. Moreno, J. Takala, S. Willatts, A. Mendonça, H. Bruining, C. K. Reinhart, P. M. Suter, and L. G. Thijs, "The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure," Intensive Care Medicine, vol. 22, no. 7, pp. 707-710, 1996. DOI |
10 | X. Jia, A. Malhotra, M. Saeed, R. G. Mark, and D. Talmor, "Risk factors for ARDS in patients receiving mechanical ventilation for > 48 h," Chest, vol. 133, no. 4, pp. 853-861, 2008. DOI ScienceOn |
11 | L. Lehman, M. Saeed, G. Moody, and R. Mark, "Hypotension as a risk factor for acute kidney injury in ICU patients," Computing in Cardiology, vol. 37, pp. 1095-1098, 2010. |
12 | J. P. Ioannidis, "Why most published research findings are false," Public Library of Science Medicine, vol. 2, no. 8, p. e124, 2005. |
13 | K. Strand and H. Flaatten, "Severity scoring in the ICU: a review," Acta Anaesthesiologica Scandinavica, vol. 52, no. 4, pp. 467-478, 2008. DOI ScienceOn |
14 | L. A. Celi, L. C. Hinske, G. Alterovitz, and P. Szolovits, "Artificial intelligence to predict fluid requirement in the ICU: a proof-of-concept study," Critical Care, vol. 12, no. 6, p. R151, 2008. DOI ScienceOn |
15 | L. A. Celi, R. J. Tang, M. C. Villarroel, G. A. Davidzon, W. T. Lester, and H. C. Chueh, "A clinical database-driven approach to decision support: predicting mortality among patients with acute kidney injury," Journal of Healthcare Engineering, vol. 2, no. 1, pp. 97-110, 2011. DOI |
16 | J. P. Ioannidis, "Contradicted and initially stronger effects in highly cited clinical research," JAMA, vol. 294, no. 2, pp. 218-228, 2005. DOI ScienceOn |
17 | A. Aboukhalil, L. Nielsen, M. Saeed, R. G. Mark, and G. D. Clifford, "Reducing false alarm rates for critical arrhythmias using the arterial blood pressure waveform," Journal of Biomedical Informatics, vol. 41, no. 3, pp. 442-451, 2008. DOI ScienceOn |
18 | R. P. El Dib, A. N. Atallah, and R. B. Andriolo, "Mapping the Cochrane evidence for decision making in health care," Journal of Evaluation in Clinical Practice, vol. 13, no. 4, pp. 689-692, 2007. DOI ScienceOn |
19 | J. Lee and R. G. Mark, "An investigation of patterns in hemodynamic data indicative of impending hypotension in intensive care," BioMedical Engineering OnLine, vol. 9, 62, 2010. DOI ScienceOn |
20 | Q. Li, R. G. Mark, and G. D. Clifford, "Artificial arterial blood pressure artifact models and an evaluation of a robust blood pressure and heart rate estimator," BioMedical Engineering Online, vol. 8, 13, 2009. DOI ScienceOn |
21 | Q. Li, R. G. Mark, and G. D. Clifford, "Robust heart rate estimation from multiple asynchronous noisy sources using signal quality indices and a Kalman filter," Physiological Measurement, vol. 29, no. 1, pp. 15-32, 2008. DOI ScienceOn |