Martin Michalowski
Orcid: 0000-0003-2060-5878
According to our database1,
Martin Michalowski
authored at least 46 papers
between 2004 and 2024.
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Bibliography
2024
Introduction to the Special Track on Artificial Intelligence and COVID-19 (Abstract Reprint).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support.
J. Biomed. Informatics, June, 2023
J. Artif. Intell. Res., 2023
TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments.
CoRR, 2023
Using graph rewriting to operationalize medical knowledge for the revision of concurrently applied clinical practice guidelines.
Artif. Intell. Medicine, 2023
2022
Proceedings of the Artificial Intelligence in Medicine, 2022
2021
Guest Editorial Explainable AI: Towards Fairness, Accountability, Transparency and Trust in Healthcare.
IEEE J. Biomed. Health Informatics, 2021
MitPlan: A planning approach to mitigating concurrently applied clinical practice guidelines.
Artif. Intell. Medicine, 2021
Towards a framework for comparing functionalities of multimorbidity clinical decision support: A literature-based feature set and benchmark cases.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Proceedings of the Artificial Intelligence in Medicine, 2021
2020
From Precision Medicine to Precision Health: A Full Angle from Diagnosis to Treatment and Prevention.
Proceedings of the Precision Health and Medicine - A Digital Revolution in Healthcare, 2020
Artif. Intell. Medicine, 2020
The Association for the Advancement of Artificial Intelligence 2020 Workshop Program.
AI Mag., 2020
2019
Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence.
AI Mag., 2019
How Do Spinal Surgeons Perceive The Impact of Factors Used in Post-Surgical Complication Risk Scores?
Proceedings of the AMIA 2019, 2019
2018
Health intelligence: how artificial intelligence transforms population and personalized health.
npj Digit. Medicine, 2018
Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management.
J. Medical Syst., 2018
AI Mag., 2018
Proceedings of the AMIA 2018, 2018
2017
Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines.
J. Biomed. Informatics, 2017
Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence.
AI Mag., 2017
Using Constraint Logic Programming for the Verification of Customized Decision Models for Clinical Guidelines.
Proceedings of the Artificial Intelligence in Medicine, 2017
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017
2015
Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences.
Proceedings of the AMIA 2015, 2015
2014
Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions.
Proceedings of the Knowledge Representation for Health Care - 6th International Workshop, 2014
First-Order Logic Theory for Manipulating Clinical Practice Guidelines Applied to Comorbid Patients: A Case Study.
Proceedings of the AMIA 2014, 2014
Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions.
Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014
2013
Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming.
J. Biomed. Informatics, 2013
Clinical Practice Guidelines and Comorbid Diseases: A MiniZinc Representation of Guideline Models for Mitigating Adverse Interactions.
Proceedings of the MEDINFO 2013, 2013
Using Constraint Logic Programming to Implement Iterative Actions and Numerical Measures during Mitigation of Concurrently Applied Clinical Practice Guidelines.
Proceedings of the Artificial Intelligence in Medicine, 2013
2011
A Constraint Logic Programming Approach to Identifying Inconsistencies in Clinical Practice Guidelines for Patients with Comorbidity.
Proceedings of the Artificial Intelligence in Medicine, 2011
Bayesian Learning of Generalized Board Positions for Improved Move Prediction in Computer Go.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data.
Proceedings of the Rough Sets and Current Trends in Computing, 2010
Representing clinical documents to support automatic retrieval of evidence from the Cochrane Library.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
Identifying inconsistencies in multiple clinical practice guidelines for a patient with co-morbidity.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
2007
Proceedings of the Abstraction, 2007
Proceedings of the Abstraction, 2007
Exploiting automatically inferred constraint-models for building identification in satellite imagery.
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007
Proceedings of the Principles and Practice of Constraint Programming, 2007
2006
Proceedings of the Proceedings, 2006
2005
AI Mag., 2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
Proceedings of the Proceedings, 2005
2004
IEEE Intell. Syst., 2004