Retrieving and Semantically Integrating Heterogeneous Data from the Web. - Martin Michalowski; José Luis Ambite; Craig A. Knoblock; Steven Minton; Snehal Thakkar; Rattapoom Tuchinda (IEEE Intell. Syst., 2004)

A Constraint Satisfaction Approach to Geospatial Reasoning. - Martin Michalowski; Craig A. Knoblock (AAAI, 2005)

A Heterogeneous Field Matching Method for Record Linkage. - Steven Minton; Claude Nanjo; Craig A. Knoblock; Martin Michalowski; Matthew Michelson (ICDM, 2005)

Automatically Utilizing Secondary Sources to Align Information Across Sources. - Martin Michalowski; Snehal Thakkar; Craig A. Knoblock (AI Mag., 2005)

A Generalized Query Framework for Geospatial Reasoning. - Martin Michalowski (AAAI, 2006)

Reformulating CSPs for Scalability with Application to Geospatial Reasoning. - Kenneth M. Bayer; Martin Michalowski; Berthe Y. Choueiry; Craig A. Knoblock (CP, 2007)

Exploiting automatically inferred constraint-models for building identification in satellite imagery. - Martin Michalowski; Craig A. Knoblock; Kenneth M. Bayer; Berthe Y. Choueiry (GIS, 2007)

Reformulating Constraint Satisfaction Problems to Improve Scalability. - Kenneth M. Bayer; Martin Michalowski; Berthe Y. Choueiry; Craig A. Knoblock (SARA, 2007)

Reformulating Constraint Models Using Input Data. - Martin Michalowski; Craig A. Knoblock; Berthe Y. Choueiry (SARA, 2007)

Identifying inconsistencies in multiple clinical practice guidelines for a patient with co-morbidity. - Marisela Mainegra Hing; Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Ken Farion (BIBM Workshops, 2010)

Representing clinical documents to support automatic retrieval of evidence from the Cochrane Library. - Dympna O'Sullivan; Wojtek Michalowski; Martin Michalowski; Szymon Wilk; Ken Farion (BIBM Workshops, 2010)

Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data. - William Klement; Szymon Wilk; Martin Michalowski; Ken Farion (RSCTC, 2010)

Bayesian Learning of Generalized Board Positions for Improved Move Prediction in Computer Go. - Martin Michalowski; Mark S. Boddy; Mike Neilsen (AAAI, 2011)

A Constraint Logic Programming Approach to Identifying Inconsistencies in Clinical Practice Guidelines for Patients with Comorbidity. - Martin Michalowski; Marisela Mainegra Hing; Szymon Wilk; Wojtek Michalowski; Ken Farion (AIME, 2011)

Using Constraint Logic Programming to Implement Iterative Actions and Numerical Measures during Mitigation of Concurrently Applied Clinical Practice Guidelines. - Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Di Lin 001; Ken Farion; Subhra Mohapatra (AIME, 2013)

Clinical Practice Guidelines and Comorbid Diseases: A MiniZinc Representation of Guideline Models for Mitigating Adverse Interactions. - Szymon Wilk; Martin Michalowski; Wojtek Michalowski; Ken Farion; Di Lin 001; Marisela Mainegra Hing; Subhra Mohapatra (MedInfo, 2013)

The AAAI-13 Conference Workshops. - Vikas Agrawal; Christopher Archibald; Mehul Bhatt; Hung Bui 001; Diane J. Cook; Juan Cortés; Christopher W. Geib; Vibhav Gogate; Hans W. Guesgen; Dietmar Jannach; Michael Johanson; Kristian Kersting; et al. (AI Mag., 2013)

Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming. - Szymon Wilk; Wojtek Michalowski; Martin Michalowski; Ken Farion; Marisela Mainegra Hing; Subhra Mohapatra (J. Biomed. Informatics, 2013)

Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions. - Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Xing Tan 002; Daniela Rosu 002 (AAAI Fall Symposia, 2014)

First-Order Logic Theory for Manipulating Clinical Practice Guidelines Applied to Comorbid Patients: A Case Study. - Martin Michalowski; Szymon Wilk; Xing Tan 002; Wojtek Michalowski (AMIA, 2014)

Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions. - Szymon Wilk; Martin Michalowski; Xing Tan 002; Wojtek Michalowski (KR4HC@VSL, 2014)

Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences. - Martin Michalowski; Szymon Wilk; Daniela Rosu 002; Mounira Kezadri; Wojtek Michalowski; Marc Carrier (AMIA, 2015)

Reports on the 2014 AAAI Fall Symposium Series. - Adam B. Cohen; Sonia Chernova; James Giordano; Frank Guerin; Kris K. Hauser; Bipin Indurkhya; Matteo Leonetti; Larry R. Medsker; Martin Michalowski; Daniel Sonntag; Georgi Stojanov; Dan Tecuci; et al. (AI Mag., 2015)

AFGuide System to Support Personalized Management of Atrial Fibrillation. - Martin Michalowski; Wojtek Michalowski; Szymon Wilk; Dympna O'Sullivan; Marc Carrier (AAAI Workshops, 2017)

Using Constraint Logic Programming for the Verification of Customized Decision Models for Clinical Guidelines. - Szymon Wilk; Adi Fux; Martin Michalowski; Mor Peleg; Pnina Soffer (AIME, 2017)

Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence. - Monica Anderson 001; Roman Barták; John S. Brownstein; David L. Buckeridge; Hoda Eldardiry; Christopher W. Geib; Maria L. Gini; Aaron Isaksen; Sarah Keren; Robert Laddaga; Viliam Lisý; Rodney Martin; et al. (AI Mag., 2017)

Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines. - Szymon Wilk; Martin Michalowski; Wojtek Michalowski; Daniela Rosu 002; Marc Carrier; Mounira Kezadri-Hamiaz (J. Biomed. Informatics, 2017)

Representing Drug Classes for Mitigating Concurrently Applied CPGs. - Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Marc Carrier (AMIA, 2018)

Reports of the Workshops of the 32nd AAAI Conference on Artificial Intelligence. - Bruno Bouchard 001; Kevin Bouchard; Noam Brown; Niyati Chhaya; Eitan Farchi; Sébastien Gaboury; Christopher W. Geib; Amelie Gyrard; Kokil Jaidka; Sarah Keren; Roni Khardon; Parisa Kordjamshidi; et al. (AI Mag., 2018)

Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management. - Mor Peleg; Wojtek Michalowski; Szymon Wilk; Enea Parimbelli; Silvia Bonaccio; Dympna O'Sullivan; Martin Michalowski; Silvana Quaglini; Marc Carrier (J. Medical Syst., 2018)

Health intelligence: how artificial intelligence transforms population and personalized health. - Arash Shaban-Nejad; Martin Michalowski; David L. Buckeridge (npj Digit. Medicine, 2018)

How Do Spinal Surgeons Perceive The Impact of Factors Used in Post-Surgical Complication Risk Scores? - Enea Parimbelli; Szymon Wilk; Dympna O'Sullivan; Stephen P. Kingwell; Wojtek Michalowski; Martin Michalowski (AMIA, 2019)

Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence. - Guy Barash; Mauricio Castillo-Effen; Niyati Chhaya; Peter Clark; Huáscar Espinoza; Eitan Farchi; Christopher W. Geib; Odd Erik Gundersen; Seán Ó hÉigeartaigh; José Hernández-Orallo; Chiori Hori; Xiaowei Huang 001; et al. (AI Mag., 2019)

The Association for the Advancement of Artificial Intelligence 2020 Workshop Program. - Grace Bang; Guy Barash; Ryan Beal; Jacques Calì; Mauricio Castillo-Effen; Xin Cynthia Chen; Niyati Chhaya; Rachel Cummings; Rohan Dhoopar; Sebastijan Dumancic; Huáscar Espinoza; Eitan Farchi; et al. (AI Mag., 2020)

Seven pillars of precision digital health and medicine. - Arash Shaban-Nejad; Martin Michalowski; Niels Peek; John S. Brownstein; David L. Buckeridge (Artif. Intell. Medicine, 2020)

From Precision Medicine to Precision Health: A Full Angle from Diagnosis to Treatment and Prevention. - Arash Shaban-Nejad; Martin Michalowski (Precision Health and Medicine, 2020)

MitPlan 2.0: Enhanced Support for Multi-morbid Patient Management Using Planning. - Martin Michalowski; Malvika Rao; Szymon Wilk; Wojtek Michalowski; Marc Carrier (AIME, 2021)

Towards a framework for comparing functionalities of multimorbidity clinical decision support: A literature-based feature set and benchmark cases. - Dympna O'Sullivan; William Van Woensel; Szymon Wilk; Samson W. Tu; Wojtek Michalowski; Samina Abidi; Marc Carrier; Ruth Edry; Irit Hochberg; Stephen P. Kingwell; Alexandra Kogan; Martin Michalowski; et al. (AMIA, 2021)

MitPlan: A planning approach to mitigating concurrently applied clinical practice guidelines. - Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Marc Carrier (Artif. Intell. Medicine, 2021)

Guest Editorial Explainable AI: Towards Fairness, Accountability, Transparency and Trust in Healthcare. - Arash Shaban-Nejad; Martin Michalowski; John S. Brownstein; David L. Buckeridge (IEEE J. Biomed. Health Informatics, 2021)

Towards an AI Planning-Based Pipeline for the Management of Multimorbid Patients. - Malvika Rao; Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Amanda Jane Coles; Marc Carrier (AIME, 2022)

Automated Neural Nursing Assistant (ANNA): An Over-The-Phone System for Cognitive Monitoring. - Jacob C. Solinsky; Raymond L. Finzel; Martin Michalowski; Serguei Pakhomov (INTERSPEECH, 2023)

Using graph rewriting to operationalize medical knowledge for the revision of concurrently applied clinical practice guidelines. - Martin Michalowski; Malvika Rao; Szymon Wilk; Wojtek Michalowski; Marc Carrier (Artif. Intell. Medicine, 2023)

TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments. - Changye Li 001; Trevor Cohen; Martin Michalowski; Serguei Pakhomov (CoRR, 2023)

Introduction to the Special Track on Artificial Intelligence and COVID-19. - Martin Michalowski; Robert Moskovitch; Nitesh V. Chawla (J. Artif. Intell. Res., 2023)

A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support. - William Van Woensel; Samson W. Tu; Wojtek Michalowski; Syed Sibte Raza Abidi; Samina Abidi; José Ramón Alonso 001; Alessio Bottrighi; Marc Carrier; Ruth Edry; Irit Hochberg; Malvika Rao; Stephen P. Kingwell; et al. (J. Biomed. Informatics, 2023)

Introduction to the Special Track on Artificial Intelligence and COVID-19 (Abstract Reprint). - Martin Michalowski; Robert Moskovitch; Nitesh V. Chawla (AAAI, 2024)

Manually-Curated Versus LLM-Generated Explanations for Complex Patient Cases: An Exploratory Study with Physicians. - Martin Michalowski; Szymon Wilk; Jenny M. Bauer; Marc Carrier; Aurelien Delluc; Grégoire Le Gal; Tzu-Fei Wang; Deborah Siegal; Wojtek Michalowski (AIME (2), 2024)

Provision and evaluation of explanations within an automated planning-based approach to solving the multimorbidity problem. - Martin Michalowski; Szymon Wilk; Wojtek Michalowski; Malvika Rao; Marc Carrier (J. Biomed. Informatics, 2024)

CUE-X: A Framework for the Automatic Evaluation of Clinical Usefulness of Explanations for the Multimorbidity Problem. - Martin Michalowski; Szymon Wilk; Jenny M. Bauer; Marc Carrier; Herna L. Viktor; Wojtek Michalowski (AIME (1), 2025)

Human-centered explainability evaluation in clinical decision-making: a critical review of the literature. - Jenny M. Bauer; Martin Michalowski (J. Am. Medical Informatics Assoc., 2025)

Rapid review: Growing usage of Multimodal Large Language Models in healthcare. - Pallavi Gupta; Zhihong Zhang; Meijia Song; Martin Michalowski; Xiao Hu; Gregor Stiglic; Maxim Topaz (J. Biomed. Informatics, 2025)