Edited on 2018-08-27

Further information at Google Scholar and at Research Gate

Topics

• Clinical Decision Support Applications
• Enterprise Knowledge Management
• System Security Design

Peer-Reviewed 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.

Hooper, M.H.; Weavind, L.; Wheeler, A.P.; Martin, J.B.; Gowda, S.S.; Semler, M.W.; Hayes, R.M.; Albert, D.W.; Deane, N.B.; Nian, H.; Mathe, J.L.; Nadas, A.; Sztipanovits, J.; Miller, A.; Bernard, G.R.; Rice, T.W. Randomized Trial of Automated, Electronic Monitoring to Facilitate Early Detection of Sepsis in the Intensive Care Unit. Crit. Care Med. In press, 2096–2101 2012.

Mathe, J.L.; Sztipanovits, J.; Levy, M.; Jackson, E.K.; Schulte, W. Cancer Treatment Planning: Formal Methods to the Rescue, in: 4rd International Workshop on Software Engineering in Health Care (SEHC 2012). Presented at the SEHC 2012 Workshop @ ICSE, Zurich, Switzerland 2012.

Hooper, M.H.; Martin, J.B.; Weavind, L.M.; Semler, M.W.; Albert, D.W.; Deane, N.B.; Paulett, J.M.; Mathe, J.L.; Miller, A.; Wheeler, A.P.; Bernard, G.R.; Rice, T.W. Automated Surveillance Of Modified SIRS Criteria Is An Effective Tool For Detection Of Sepsis In The Medical Intensive Care Unit, in: D53. SEPSIS: MECHANISMS AND IMPLICATIONS FOR MANAGEMENT, American Journal of Respiratory and Critical Care Medicine 2010. Presented at the American Thoracic Society 2010 International Conference, American Thoracic Society, New Orleans, pp. A6137–A6137 2010.

Mathe, J.L.; Martin, J.; Miller, P.; Ledeczi, A.; Weavind, L.; Nadas, A.; Miller, A.; Maron, D.; Sztipanovits, J. A Model-Integrated, Guideline-Driven, Clinical Decision-Support System. IEEE Softw. 26, 54–61 2009.

Martin, J.; Mathe, J.L.; Miller, P.; Ledeczi, A.; Weavind, L.; Miller, A.; Maron, D.J.; Nadas, A.; Sztipanovits, J. A Model-Integrated Approach to Implementing Individualized Patient Care Plans Based on Guideline-Driven Clinical Decision Support and Process Management – A Progress Report, in: 2nd International Workshop on Model-Based Design of Trustworthy Health Information Systems (MOTHIS 2008). Presented at the MOTHIS 2008 Workshop @ MODELS, Toulouse, France 2008.

Mathe, J.L.; Werner, J.; Lee, Y.; Malin, B.A.; Ledeczi, A. Model-Based Design of Clinical Information Systems. Methods Inf Med 47, 399–408 2008.

Duncavage, S.; Mathe, J.L.; Werner, J.; Malin, B.A.; Ledeczi, A.; Sztipanovits, J. A Modeling Environment for Patient Portals, in: Proceedings of the AMIA Annual Symposium. Presented at the American Medical Informatics Association Annual Symposium Proceedings (AMIA Symposium), Chicago, IL, pp. 201–205 2007.

Mathe, J.L.; Duncavage, S.; Werner, J.; Malin, B.; Ledeczi, A.; Sztipanovits, J. Implementing a Model-Based Design Environment for Clinical Information Systems, in: First International Workshop on Model-Based Design of Trustworthy Health Information Systems (MOTHIS 2007). Presented at the MOTHIS 2007 Workshop @ MODELS, Nashville, TN 2007.

Werner, J.; Mathe, J.L.; Duncavage, S.; Malin, B.A.; Ledeczi, A.; Jirjis, J.N.; Sztipanovits, J. Platform-Based Design for Clinical Information Systems, in: Industrial Informatics, 2007 5th IEEE International Conference on (INDIN 2007). Presented at the INDIN 2007, Vienna, Austria, pp. 749–754 2007.

Emerson, M.; Mathe, J.L.; Duncavage, S. WiNeSim: A Wireless Network Simulation Tool, in: Proceedings of the Sixth ACM International Conference on Embedded Software (EMSOFT’06 Workshop). Presented at the ACM EMSOFT 2006 Workshop, Seoul, South Korea 2006.

Werner, J.; Eby, M.; Mathe, J.L.; Karsai, G.; Xue, Y.; Sztipanovits, J. Integrating Security Modeling into Embedded System Design, in: 12th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS 2006). Presented at the IEEE RTAS 2006, IEEE Computer Society 2006.

Thesis

Mathe, J.L. The Precise Construction of Patient Protocols: Modeling, Simulation and Analysis of Computer Interpretable Guidelines. Vanderbilt University, Nashville, TN 2012.

Book Chapters

Mathe, J.L.; Werner, J.; Sztipanovits, J. Model-Based Design of Trustworthy Health Information Systems, in: Homeland Security Facets: Threats. Countermeasures, and the Privacy Issue. Artech House, London, UK, pp. 119–134 2011.

Other Publications

Mathe, J.L.; Levy, M. The ephemeral life of the computer interpretable, guideline-driven Vanderbilt Oncology Information System. Presented at the Mobilizing Computable Biomedical Knowledge (MCBK) Summer Meeting, National Library of Medicine (NLM), Bethesda, MD, p. 1 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.

Mathe, J.L.; Nadas, A.; Sztipanovits, J. A Model-Integrated, Guideline-Driven, Clinical Decision-Support System. Presented at the TRUST Review Meeting, Stanford, CA, USA 2010.

Mathe, J.L.; Martin, J.; Hooper, M. Towards an Adaptable Framework for Modeling, Verifying, and Executing Medical Guidelines. Presented at the TRUST Review Meeting, Washington, D.C. 2009a.

Mathe, J.L. Towards an Adaptable Framework for Modeling, Verifying, and Executing Medical Guidelines, in: Proceedings of the Doctoral Symposium at MODELS 2009. Presented at the ACM/IEEE 12th International Conference on Model Driven Engineering Languages and Systems (MODELS ’09), Denver, CO 2009.

Mathe, J.L.; Ledeczi, A.; Sztipanovits, J. Trustworthy Health Information Systems. Presented at the TRUST Review Meeting, Berkeley, CA 2009b.

Mathe, J.L.; Martin, J.B.; Miller, P.; Ledeczi, A.; Weavind, L.; Miller, A.; Maron, D.J.; Nadas, A.; Sztipanovits, J. STEEP – A Model-Integrated Clinical Information System Application. Presented at the TRUST Review Meeting, Berkeley, CA 2009c.

Mathe, J.L.; Martin, J.; Miller, P.; Ledeczi, A.; Weavind, L.; Miller, A.; Maron, D.; Nadas, A.; Sztipanovits, J. STEEP – A Model-Integrated Clinical Information System Application. Presented at the TRUST Review Meeting, Nashville, TN 2008a.

Mathe, J.L.; Martin, J.; Miller, P.; Weavind, L.; Maron, D.; Ledeczi, A.; Miller, A.; Nadas, A.; Sztipanovits, J. A Model-Integrated Approach to Implementing Individualized Patient Care Plans Based on Guideline-Driven Clinical Decision Support and Process Management. Presented at the TRUST Review Meeting, Nashville, TN 2008b.

Mathe, J.L.; Werner, J.; Lee, Y.; Ledeczi, A.; Malin, B.; Sztipanovits, J. MICIS – A Model-Integrated Clinical Information System. Presented at the TRUST Review Meeting 2008c.

Mathe, J.L.; Werner, J.; Lee, Y.; Ledeczi, A.; Malin, B.; Sztipanovits, J. Experimental Platform for Model-Integrated Clinical Information Systems. Presented at the TRUST Review Meeting 2008d.

Mathe, J.L.; Duncavage, S.; Werner, J.; Ledeczi, A.; Malin, B.; Sztipanovits, J. Model-Based Design Environment for Clinical Information Systems. Presented at the TRUST Review Meeting, Ithaca, NY 2007a.

Mathe, J.L.; Duncavage, S.; Werner, J.; Ledeczi, A.; Malin, B.; Sztipanovits, J. Construction of an EMR Testbed. Presented at the TRUST Review Meeting, Ithaca, NY 2007b.

Mathe, J.L.; Duncavage, S.; Werner, J.; Malin, B.A.; Ledeczi, A.; Sztipanovits, J. Towards the Security and Privacy Analysis of Patient Portals. ACM SIGBED Review 4, 5–9 2007c.

Duncavage, S.; Mathe, J.L.; Werner, J.; Karsai, G.; Ledeczi, A.; Malin, B.; Sztipanovits, J. Modeling Abstractions for Representing Privacy and Security in Patient Portals. Presented at the TRUST Review Meeting, Berkeley, CA 2007.

Mathe, J.L.; Duncavage, S.; Werner, J.; Karsai, G.; Ledeczi, A.; Malin, B.; Sztipanovits, J. Modeling and Simulation Tool Suite for Patient Portals. Presented at the TRUST Review Meeting, Berkeley, CA 2007d.

Werner, J.; Eby, M.; Mathe, J.L.; Karsai, G.; Ledeczi, A.; Sztipanovits, J. Composing Security Modeling Concepts into Embedded System Models. Presented at the TRUST Review Meeting, Berkeley, CA 2007.

Eby, Matthew; Werner, J.; Mathe, J.L. Experimental Platform for Model-Based Design of Embedded Systems. Presented at the TRUST Review Meeting, Berkeley, CA 2006a.

Eby, Matt; Werner, J.; Mathe, J.L. Co-design Environment for Secure Embedded Systems. Presented at the TRUST Review Meeting, Berkeley, CA 2006.

Eby, Matthew; Eklund, J.M.; Karsai, G.; Kuryloski, P.; Masys, D.; Mathe, J.L.; Mitchell, J.C.; Stead, B.; Sastry, S.; Sztipanovits, J.; Werner, J.; Wicker, S.; Xue, Y. Role-based Access Modeling for Patient Portal. Presented at the TRUST Review Meeting 2006b.

Eby, Matthew; Mathe, J.L.; Werner, J.; Sztipanovits, J.; Karsai, G.; Xue, Y. Experimental Embedded System Platform for System/Security Co-Design. Presented at the TRUST Review Meeting 2006c.

Eby, Matthew; Werner, J.; Mathe, J.L.; Karsai, G.; Neema, S.; Sztipanovits, J.; Xue, Y. Modeling Security Aspects in Embedded Systems. Presented at the TRUST Review Meeting 2006d.

Eby, Matthew; Mathe, J.L.; Werner, J. Experimental Platform for Systems-Security Codesign. Presented at the Huntsville Seminar 2006e.