Janos L. Mathe

Enterprise Knowledge Management

Edited on 2018-08-29

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Summary

My work in the analysis, design and delivery of CDS applications has provided me with insight into the state of the art of clinical knowledge management. The complexity of current clinical information systems poses non-trivial challenges for knowledge management, specifically in the areas of structural validation (i.e. constraint checking), structural composition that focuses on content reuse and aids the reduction of duplicate content, and easing of the cognitive load on content curators. These requirements are especially relevant to CDS applications that utilize large-scale knowledge-bases. The evaluation of dedicated commercial off-the-shelf applications available in this space has shown that these are still open challenges in the industry. My work focuses on delivering methods and solutions for managing complexity.

Featured Projects

Publications

Mathe, J.L.; Nelson, S.D.; Weinberg, S.T.; Lehmann, C.U.; Nadas, A.; Weitkamp, A.O. Leveraging Knowledge Representation to Maintain Immunization Clinical Decision Support, in: Proceedings of the AMIA Annual Symposium. Presented at the American Medical Informatics Association Annual Symposium Proceedings (AMIA Symposium), San Francisco, CA 2018.

Nelson, S.D.; Rector, H.H.; Brashear, D.; Mathe, J.L.; Wen, H.; English, S.L.; Hedges, W.; Lehmann, C.U.; Ozdas-Weitkamp, A.; Stenner, S.P. Rebuilding the standing prescription renewal orders. AMIA ACI 2018.

Wen, H.; Mathe, J.L.; Weinberg, S.T.; Weitkamp, A.O.; Nelson, S.D. A single source of truth for knowledge management of immunization content. American Journal of Health-System Pharmacy (AJHP): Official Journal of the American Society of Health-System Pharmacists, Residents Edition 2018.

Mathe, J.L. Practical Knowledge Engineering for Clinical Decision Support. Presented at the Biomedical Informatics Seminar, Vanderbilt University 2018.

Mathe, J.L.; Nelson, S.D. Building a Better Prescription Renewal Protocol through Knowledge Engineering. Presented at the ASHP 2017 Summer Meetings & Exhibition, Minneapolis, MN 2017.

Mathe, J.L.; Nelson, S.; Just, S.; Nadas, A.; Lehmann, C.; Ozdas Weitkamp, A. An iterative clinical knowledge management framework for transferring clinical decision support knowledge content to a commercial EHR, in: AMIA IHealth 2017 Clinical Informatics Conference. Presented at the AMIA iHealth, Philadelphia, PA 2017.

Nelson, S.; Mathe, J.L.; Nadas, A.; Rector, H.; Ford, L.; Ozdas Weitkamp, A. Modeling prescription refill protocols, in: AMIA IHealth 2017 Clinical Informatics Conference. Presented at the AMIA iHealth, Philadelphia, PA 2017.

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Contact Information

e | janos.l.mathe@vumc.org
p | +1 (615) 875-8778
a | Rm 515B, Ste 500, Bld 3401WE