Martin Michalowski

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 26

Top Topics

Constraint Logic Programming

Chronic Disease

Decision Models

Clinical Practice Guidelines

Top Venues

Artif. Intell. Medicine

Publications

Martin Michalowski, Robert Moskovitch, Nitesh V. Chawla
Introduction to the Special Track on Artificial Intelligence and COVID-19 (Abstract Reprint). AAAI (2024)
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Malvika Rao, Marc Carrier
Provision and evaluation of explanations within an automated planning-based approach to solving the multimorbidity problem. J. Biomed. Informatics 156 (2024)
Martin Michalowski, Szymon Wilk, Jenny M. Bauer, Marc Carrier, Aurelien Delluc, Grégoire Le Gal, Tzu-Fei Wang, Deborah Siegal, Wojtek Michalowski
Manually-Curated Versus LLM-Generated Explanations for Complex Patient Cases: An Exploratory Study with Physicians. AIME (2) (2024)
William Van Woensel, Samson W. Tu, Wojtek Michalowski, Syed Sibte Raza Abidi, Samina Abidi, José Ramón Alonso, Alessio Bottrighi, Marc Carrier, Ruth Edry, Irit Hochberg, Malvika Rao, Stephen P. Kingwell, Alexandra Kogan, Mar Marcos, Begoña Martínez-Salvador, Martin Michalowski, Luca Piovesan, David Riaño, Paolo Terenziani, Szymon Wilk, Mor Peleg
A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support. J. Biomed. Informatics 142 (2023)
Jacob C. Solinsky, Raymond L. Finzel, Martin Michalowski, Serguei Pakhomov
Automated Neural Nursing Assistant (ANNA): An Over-The-Phone System for Cognitive Monitoring. INTERSPEECH (2023)
Martin Michalowski, Malvika Rao, Szymon Wilk, Wojtek Michalowski, Marc Carrier
Using graph rewriting to operationalize medical knowledge for the revision of concurrently applied clinical practice guidelines. Artif. Intell. Medicine 140 (2023)
Changye Li, Trevor Cohen, Martin Michalowski, Serguei Pakhomov
TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments. CoRR (2023)
Martin Michalowski, Robert Moskovitch, Nitesh V. Chawla
Introduction to the Special Track on Artificial Intelligence and COVID-19. J. Artif. Intell. Res. 76 (2023)
Malvika Rao, Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Amanda Coles, Marc Carrier
Towards an AI Planning-Based Pipeline for the Management of Multimorbid Patients. AIME (2022)
Arash Shaban-Nejad, Martin Michalowski, John S. Brownstein, David L. Buckeridge
Guest Editorial Explainable AI: Towards Fairness, Accountability, Transparency and Trust in Healthcare. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier
MitPlan: A planning approach to mitigating concurrently applied clinical practice guidelines. Artif. Intell. Medicine 112 (2021)
Martin Michalowski, Malvika Rao, Szymon Wilk, Wojtek Michalowski, Marc Carrier
MitPlan 2.0: Enhanced Support for Multi-morbid Patient Management Using Planning. AIME (2021)
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, Hugh O'Sullivan, Mor Peleg
Towards a framework for comparing functionalities of multimorbidity clinical decision support: A literature-based feature set and benchmark cases. AMIA (2021)
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, Ferdinando Fioretto, Raquel Fuentetaja, Christopher William Geib, Odd Erik Gundersen, José Hernández-Orallo, Xiaowei Huang, Kokil Jaidka, Sarah Keren, Seokhwan Kim, Michel Galley, Xiaomo Liu, Tyler Lu, Zhiqiang Ma, Richard Mallah, John McDermid, Martin Michalowski, Reuth Mirsky, Seán Ó hÉigeartaigh, Deepak Ramachandran, Javier Segovia Aguas, Onn Shehory, Arash Shaban-Nejad, Vered Shwartz, Siddharth Srivastava, Kartik Talamadupula, Jian Tang, Pascal Van Hentenryck, Dell Zhang, Jian Zhang
The Association for the Advancement of Artificial Intelligence 2020 Workshop Program. AI Mag. 41 (4) (2020)
Arash Shaban-Nejad, Martin Michalowski, Niels Peek, John S. Brownstein, David L. Buckeridge
Seven pillars of precision digital health and medicine. Artif. Intell. Medicine 103 (2020)
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier
MitPlan: A Planning Approach to Mitigating Concurrently Applied Clinical Practice Guidelines. AIME (2019)
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, Kokil Jaidka, Pavan Kapanipathi, Sarah Keren, Seokhwan Kim, Marc Lanctot, Danny Lange, Julian J. McAuley, David R. Martinez, Marwan Mattar, Mausam, Martin Michalowski, Reuth Mirsky, Roozbeh Mottaghi, Joseph C. Osborn, Julien Pérolat, Martin Schmid, Arash Shaban-Nejad, Onn Shehory, Biplav Srivastava, William W. Streilein, Kartik Talamadupula, Julian Togelius, Koichiro Yoshino, Quanshi Zhang, Imed Zitouni
Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence. AI Mag. 40 (3) (2019)
Enea Parimbelli, Szymon Wilk, Dympna O'Sullivan, Stephen P. Kingwell, Wojtek Michalowski, Martin Michalowski
How Do Spinal Surgeons Perceive The Impact of Factors Used in Post-Surgical Complication Risk Scores? AMIA (2019)
Arash Shaban-Nejad, Martin Michalowski, David L. Buckeridge
Health intelligence: how artificial intelligence transforms population and personalized health. npj Digit. Medicine 1 (2018)
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier
Representing Drug Classes for Mitigating Concurrently Applied CPGs. AMIA (2018)
Bruno Bouchard, Kevin Bouchard, Noam Brown, Niyati Chhaya, Eitan Farchi, Sébastien Gaboury, Christopher W. Geib, Amelie Gyrard, Kokil Jaidka, Sarah Keren, Roni Khardon, Parisa Kordjamshidi, David R. Martinez, Nicholas Mattei, Martin Michalowski, Reuth Mirsky, Joseph C. Osborn, Cem Sahin, Onn Shehory, Arash Shaban-Nejad, Amit P. Sheth, Ilan Shimshoni, Howard E. Shrobe, Arunesh Sinha, Atanu R. Sinha, Biplav Srivastava, William W. Streilein, Georgios Theocharous, Kristen Brent Venable, Neal Wagner, Anna Zamansky
Reports of the Workshops of the 32nd AAAI Conference on Artificial Intelligence. AI Mag. 39 (4) (2018)
Mor Peleg, Wojtek Michalowski, Szymon Wilk, Enea Parimbelli, Silvia Bonaccio, Dympna O'Sullivan, Martin Michalowski, Silvana Quaglini, Marc Carrier
Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management. J. Medical Syst. 42 (11) (2018)
Martin Michalowski, Wojtek Michalowski, Szymon Wilk, Dympna O'Sullivan, Marc Carrier
AFGuide System to Support Personalized Management of Atrial Fibrillation. AAAI Workshops (2017)
Szymon Wilk, Martin Michalowski, Wojtek Michalowski, Daniela Rosu, Marc Carrier, Mounira Kezadri-Hamiaz
Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines. J. Biomed. Informatics 66 (2017)
Szymon Wilk, Adi Fux, Martin Michalowski, Mor Peleg, Pnina Soffer
Using Constraint Logic Programming for the Verification of Customized Decision Models for Clinical Guidelines. AIME (2017)
Monica Anderson, 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, David R. Martinez, Martin Michalowski, Loizos Michael, Reuth Mirsky, Thanh Hai Nguyen, Michael J. Paul, Enrico Pontelli, Scott Sanner, Arash Shaban-Nejad, Arunesh Sinha, Shirin Sohrabi, Kumar Sricharan, Biplav Srivastava, Mark Stefik, William W. Streilein, Nathan R. Sturtevant, Kartik Talamadupula, Michael Thielscher, Julian Togelius, Tran Cao Son, Long Tran-Thanh, Neal Wagner, Byron C. Wallace, Szymon Wilk, Jichen Zhu
Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence. AI Mag. 38 (3) (2017)
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, Andrea Thomaz, Tony Veale, Ulli Waltinger
Reports on the 2014 AAAI Fall Symposium Series. AI Mag. 36 (3) (2015)
Martin Michalowski, Szymon Wilk, Daniela Rosu, Mounira Kezadri, Wojtek Michalowski, Marc Carrier
Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences. AMIA (2015)
Szymon Wilk, Martin Michalowski, Xing Tan, Wojtek Michalowski
Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions. KR4HC@VSL (2014)
Martin Michalowski, Szymon Wilk, Xing Tan, Wojtek Michalowski
First-Order Logic Theory for Manipulating Clinical Practice Guidelines Applied to Comorbid Patients: A Case Study. AMIA (2014)
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Xing Tan, Daniela Rosu
Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions. AAAI Fall Symposia (2014)
Szymon Wilk, Martin Michalowski, Wojtek Michalowski, Ken Farion, Di Lin, Marisela Mainegra Hing, Subhra Mohapatra
Clinical Practice Guidelines and Comorbid Diseases: A MiniZinc Representation of Guideline Models for Mitigating Adverse Interactions. MedInfo (2013)
Vikas Agrawal, Christopher Archibald, Mehul Bhatt, Hung Hai Bui, Diane J. Cook, Juan Cortés, Christopher W. Geib, Vibhav Gogate, Hans W. Guesgen, Dietmar Jannach, Michael Johanson, Kristian Kersting, George Dimitri Konidaris, Lars Kotthoff, Martin Michalowski, Sriraam Natarajan, Barry O'Sullivan, Marc Pickett, Vedran Podobnik, David Poole, Lokendra Shastri, Amarda Shehu, Gita Sukthankar
The AAAI-13 Conference Workshops. AI Mag. 34 (4) (2013)
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Di Lin, Ken Farion, Subhra Mohapatra
Using Constraint Logic Programming to Implement Iterative Actions and Numerical Measures during Mitigation of Concurrently Applied Clinical Practice Guidelines. AIME (2013)
Szymon Wilk, Wojtek Michalowski, Martin Michalowski, Ken Farion, Marisela Mainegra Hing, Subhra Mohapatra
Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming. J. Biomed. Informatics 46 (2) (2013)
Martin Michalowski, Mark S. Boddy, Mike Neilsen
Bayesian Learning of Generalized Board Positions for Improved Move Prediction in Computer Go. AAAI (2011)
Martin Michalowski, Marisela Mainegra Hing, Szymon Wilk, Wojtek Michalowski, Ken Farion
A Constraint Logic Programming Approach to Identifying Inconsistencies in Clinical Practice Guidelines for Patients with Comorbidity. AIME (2011)
William Klement, Szymon Wilk, Martin Michalowski, Ken Farion
Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data. RSCTC (2010)
Marisela Mainegra Hing, Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Ken Farion
Identifying inconsistencies in multiple clinical practice guidelines for a patient with co-morbidity. BIBM Workshops (2010)
Dympna O'Sullivan, Wojtek Michalowski, Martin Michalowski, Szymon Wilk, Ken Farion
Representing clinical documents to support automatic retrieval of evidence from the Cochrane Library. BIBM Workshops (2010)
Kenneth M. Bayer, Martin Michalowski, Berthe Y. Choueiry, Craig A. Knoblock
Reformulating CSPs for Scalability with Application to Geospatial Reasoning. CP (2007)
Kenneth M. Bayer, Martin Michalowski, Berthe Y. Choueiry, Craig A. Knoblock
Reformulating Constraint Satisfaction Problems to Improve Scalability. SARA (2007)
Martin Michalowski, Craig A. Knoblock, Kenneth M. Bayer, Berthe Y. Choueiry
Exploiting automatically inferred constraint-models for building identification in satellite imagery. GIS (2007)
Martin Michalowski, Craig A. Knoblock, Berthe Y. Choueiry
Reformulating Constraint Models Using Input Data. SARA (2007)
Martin Michalowski
A Generalized Query Framework for Geospatial Reasoning. AAAI (2006)
Martin Michalowski, Craig A. Knoblock
A Constraint Satisfaction Approach to Geospatial Reasoning. AAAI (2005)
Martin Michalowski, Snehal Thakkar, Craig A. Knoblock
Automatically Utilizing Secondary Sources to Align Information Across Sources. AI Mag. 26 (1) (2005)
Steven Minton, Claude Nanjo, Craig A. Knoblock, Martin Michalowski, Matthew Michelson
A Heterogeneous Field Matching Method for Record Linkage. ICDM (2005)
Martin Michalowski, José Luis Ambite, Craig A. Knoblock, Steven Minton, Snehal Thakkar, Rattapoom Tuchinda
Retrieving and Semantically Integrating Heterogeneous Data from the Web. IEEE Intell. Syst. 19 (3) (2004)