Data and text mining of Danish electronic health records
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Data and text mining of Danish electronic health records
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Data and text mining of Danish electronic health records
- 1. Data and text mining of Danish electronic health records Lars Juhl Jensen
- 3. Jensen et al., Nature Reviews Genetics, 2012
- 9. opt-out
- 10. opt-in
- 15. Jensen et al., Nature Reviews Genetics, 2012
- 17. 14 years
- 22. ICD-10
- 23. Jensen et al., Nature Reviews Genetics, 2012
- 24. not research
- 25. reimbursement
- 26. naïve analysis
- 27. comorbidity
- 29. Jensen et al., Nature Reviews Genetics, 2012
- 31. “known knowns”
- 32. gender
- 33. age
- 34. type of hospital encounter
- 35. Jensen et al., Nature Communications, 2014
- 36. “known unknowns”
- 37. smoking
- 38. diet
- 40. reporting biases
- 41. matched controls
- 42. proxy diagnoses
- 45. Jensen et al., Nature Communications, 2014
- 47. Jensen et al., Nature Communications, 2014
- 48. key diagnoses
- 49. Jensen et al., Nature Communications, 2014
- 51. medical records
- 52. structured data
- 53. Jensen et al., Nature Reviews Genetics, 2012
- 56. free text
- 57. Danish
- 58. busy doctors
- 59. typos
- 61. text mining
- 63. diseases
- 64. drugs
- 66. expansion rules
- 67. Clozapine
- 69. “black list”
- 71. use cases
- 73. Roque et al., PLOS Computational Biology, 2011 3262638254947 Assigned codes Text mined codes
- 75. Roque et al., PLOS Computational Biology, 2011
- 77. clinical trials
- 80. underreporting
- 81. text data mining
- 82. structured data
- 83. medication
- 84. text-mined data
- 87. Eriksson et al., Drug Safety, 2014 Drug introduction Drug discontinuationAdverse event Adverse eventNegative modifier Indication Pre-existing condition Adverse drug reaction Possible adverse drug reaction ADR of additional drug
- 88. Eriksson et al., Drug Safety, 2014 Drug introduction Drug discontinuationAdverse eventIdentification start Adverse eventNegative modifier Indication Pre-existing condition Adverse drug reaction Possible adverse drug reaction ADR of additional drug
- 89. Eriksson et al., Drug Safety, 2014 Drug introduction Drug discontinuation Adverse eventNegative modifier Indication Pre-existing condition Adverse drug reaction Possible adverse drug reaction Adverse event ADR of additional drug Identification start
- 90. Eriksson et al., Drug Safety, 2014 Drug introduction Drug discontinuation Adverse eventNegative modifier Indication Pre-existing condition Adverse drug reaction Possible adverse drug reaction Adverse event ADR of additional drug Identification start
- 91. Acknowledgments Disease trajectories Anders Bøck Jensen Tudor Oprea Pope Moseley Søren Brunak Adverse drug reactions Robert Eriksson Thomas Werge Søren Brunak EHR text mining Peter Bjødstrup Jensen Robert Eriksson Henriette Schmock Francisco S. Roque Anders Juul Marlene Dalgaard Massimo Andreatta Sune Frankild Eva Roitmann Thomas Hansen Karen Søeby Søren Bredkjær Thomas Werge Søren Brunak