Miscoding Alerts Within Hospital Datasets: An Unsupervised Machine Learning Approach

Author:

Souza JulioORCID,Santos João VascoORCID,Lopes FernandoORCID,Viana JoãoORCID,Freitas AlbertoORCID

Publisher

Springer International Publishing

Reference22 articles.

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2. Mathauer, I., Wittenbecher, F.: Hospital payment systems based on diagnosis-related groups: experiences in low- and middle-income countries. Bull. World Health Organ. 91(10), 746–756 (2013)

3. Busse, R., Geissler, A., Quentin, W., Wiley, M.: Diagnosis Related Group in Europe. Moving towards transparency, efficiency and quality in hospitals. McGraw Hill, New York (2011)

4. Fetter, R.B., Thompson, J.D., Mills, R.E.: A system for cost and reimbursement control in hospitals. Yale J Biol Med. 49, 123–136 (1976)

5. Luo, W., Gallagher, M.: Unsupervised DRG upcoding detection in healthcare databases. In: IEEE International Conference on Data Mining Workshops (ICDMW), pp. 600–605. IEEE (2010)

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