Toward generating domain-specific / Personalized problem lists from electronic medical records

AAAI Fall Symposium - Technical Report

Volumn FS-15-02, Issue , 2015, Pages 66-69

  Tsou, Ching Huei ^a   Devarakonda, Murthy ^a   Liang, Jennifer J ^a  

^a IBM RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE;

ACTIVE LEARNING; DOMAIN SPECIFIC; ELECTRONIC MEDICAL RECORD; MEDICAL PRACTITIONER; MEDICAL RECORD; PATIENT CARE; UNSTRUCTURED DATA; USER'S PREFERENCES;

MEDICAL COMPUTING;

EID: 84964660319     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. Weed, L. L., (1968). Medical Records That Guide and Teach. New England Journal of Medicine, March, pp. 652-657.
2. Campbell, J. R., (1998). Strategies for Problem List Implementation in a Complex Clinical Enterprise. Proc AMIA Symp 285-9.
3. Mehta, Neil, Vakharia, Nirav, and Wright, Adam, (2014) Mar. EHRs in a Web 2.0 World: Time to Embrace a Problem-List Wiki J Gen Intern Med. 29(3): 434-436.
4. Meystre, S. and Haug, P. J., (2005). Automation of a Problem List using Natural Language Processing. BMC Medical Informatics and Decision Making, 5(30).
5. Meystre, S. and Haug, P. J., (2005). Evaluation of Medical Problem Extraction from Electronic Clinical Documents using Met-aMap Transfer (mmtx). Stud Health Technol Inform, 116:823-828.
6. Solti, I., Aaronson, B., Fletcher, G., Solti, M., Gennari, J. H., Cooper, M., & Payne, T. (2008). Building an Automated Problem List Based on Natural Language Processing: Lessons Learned in the Early Phase of Development. AMIA Annual Symposium Proceedings, 2008, 687-691.
7. Mowery, Danielle (2014) Developing a Clinical Linguistic Framework for Problem List Generation from Clinical Text. Doctoral Dissertation, University of Pittsburgh.
8. Devarakonda, Murthy & Tsou, Ching-Huei, (2015), Automated Problem List Generation from Electronic Medical Records in IBM Watson, Innovative Applications of Artificial Intelligence (IAAI-15).
9. AHIMA Best Practices for Problem Lists in an EHR Work Group, 2008, Best Practice for Problem Lists in an EHR. Appendix A: Definitions of Problem Lists from Authoritative Sources, Journal of AHIMA 79, no. 1: 73-77 (expanded online addition).