Martin Michalowski

57 papers A* 5A 2B 8Misc 5Journal 22Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	CUE-X: A Framework for the Automatic Evaluation of Clinical Usefulness of Explanations for the Multimorbidity Problem. AIME (1) Martin Michalowski, Szymon Wilk, Jenny M. Bauer, Marc Carrier, Herna L. Viktor, Wojtek Michalowski
2025	J	`jnl`	Human-centered explainability evaluation in clinical decision-making: a critical review of the literature. J. Am. Medical Informatics Assoc. Jenny M. Bauer, Martin Michalowski
2025	J	`jnl`	Rapid review: Growing usage of Multimodal Large Language Models in healthcare. J. Biomed. Informatics Pallavi Gupta, Zhihong Zhang, Meijia Song, Martin Michalowski, Xiao Hu, Gregor Stiglic, Maxim Topaz
2024	A*	`conf`	Introduction to the Special Track on Artificial Intelligence and COVID-19 (Abstract Reprint). AAAI Martin Michalowski, Robert Moskovitch, Nitesh V. Chawla
2024	—	`conf`	Manually-Curated Versus LLM-Generated Explanations for Complex Patient Cases: An Exploratory Study with Physicians. AIME (2) Martin Michalowski, Szymon Wilk, Jenny M. Bauer, Marc Carrier, Aurelien Delluc, Grégoire Le Gal, Tzu-Fei Wang, Deborah Siegal, Wojtek Michalowski
2024	J	`jnl`	Provision and evaluation of explanations within an automated planning-based approach to solving the multimorbidity problem. J. Biomed. Informatics Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Malvika Rao, Marc Carrier
2023	J	`jnl`	A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support. J. Biomed. Informatics 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
2023	A	`conf`	Automated Neural Nursing Assistant (ANNA): An Over-The-Phone System for Cognitive Monitoring. INTERSPEECH Jacob C. Solinsky, Raymond L. Finzel, Martin Michalowski, Serguei Pakhomov
2023	J	`jnl`	Introduction to the Special Track on Artificial Intelligence and COVID-19. J. Artif. Intell. Res. Martin Michalowski, Robert Moskovitch, Nitesh V. Chawla
2023	J	`jnl`	TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments. CoRR Changye Li, Trevor Cohen, Martin Michalowski, Serguei Pakhomov
2023	J	`jnl`	Using graph rewriting to operationalize medical knowledge for the revision of concurrently applied clinical practice guidelines. Artif. Intell. Medicine Martin Michalowski, Malvika Rao, Szymon Wilk, Wojtek Michalowski, Marc Carrier
2022	B	`ed.`	Artificial Intelligence in Medicine - 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14-17, 2022, Proceedings AIME Martin Michalowski, Syed Sibte Raza Abidi, Samina Abidi
2022	B	`conf`	Towards an AI Planning-Based Pipeline for the Management of Multimorbid Patients. AIME Malvika Rao, Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Amanda Jane Coles, Marc Carrier
2021	J	`jnl`	Guest Editorial Explainable AI: Towards Fairness, Accountability, Transparency and Trust in Healthcare. IEEE J. Biomed. Health Informatics Arash Shaban-Nejad, Martin Michalowski, John S. Brownstein, David L. Buckeridge
2021	B	`conf`	MitPlan 2.0: Enhanced Support for Multi-morbid Patient Management Using Planning. AIME Martin Michalowski, Malvika Rao, Szymon Wilk, Wojtek Michalowski, Marc Carrier
2021	J	`jnl`	MitPlan: A planning approach to mitigating concurrently applied clinical practice guidelines. Artif. Intell. Medicine Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier
2021	Misc	`conf`	Towards a framework for comparing functionalities of multimorbidity clinical decision support: A literature-based feature set and benchmark cases. AMIA 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
2020	B	`ed.`	Artificial Intelligence in Medicine - 18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Minneapolis, MN, USA, August 25-28, 2020, Proceedings AIME Martin Michalowski, Robert Moskovitch
2020	—	`ch.`	From Precision Medicine to Precision Health: A Full Angle from Diagnosis to Treatment and Prevention. Precision Health and Medicine Arash Shaban-Nejad, Martin Michalowski
2020	—	`book`	Precision Health and Medicine - A Digital Revolution in Healthcare Precision Health and Medicine Arash Shaban-Nejad, Martin Michalowski
2020	J	`jnl`	Seven pillars of precision digital health and medicine. Artif. Intell. Medicine Arash Shaban-Nejad, Martin Michalowski, Niels Peek, John S. Brownstein, David L. Buckeridge
2020	J	`jnl`	The Association for the Advancement of Artificial Intelligence 2020 Workshop Program. AI Mag. 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 A. 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
2019	Misc	`conf`	How Do Spinal Surgeons Perceive The Impact of Factors Used in Post-Surgical Complication Risk Scores? AMIA Enea Parimbelli, Szymon Wilk, Dympna O'Sullivan, Stephen P. Kingwell, Wojtek Michalowski, Martin Michalowski
2019	B	`conf`	MitPlan: A Planning Approach to Mitigating Concurrently Applied Clinical Practice Guidelines. AIME Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier
2019	J	`jnl`	Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence. AI Mag. 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
2018	J	`jnl`	Health intelligence: how artificial intelligence transforms population and personalized health. npj Digit. Medicine Arash Shaban-Nejad, Martin Michalowski, David L. Buckeridge
2018	J	`jnl`	Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management. J. Medical Syst. Mor Peleg, Wojtek Michalowski, Szymon Wilk, Enea Parimbelli, Silvia Bonaccio, Dympna O'Sullivan, Martin Michalowski, Silvana Quaglini, Marc Carrier
2018	J	`jnl`	Reports of the Workshops of the 32nd AAAI Conference on Artificial Intelligence. AI Mag. 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, K. Brent Venable, Neal Wagner, Anna Zamansky
2018	Misc	`conf`	Representing Drug Classes for Mitigating Concurrently Applied CPGs. AMIA Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier
2017	—	`conf`	AFGuide System to Support Personalized Management of Atrial Fibrillation. AAAI Workshops Martin Michalowski, Wojtek Michalowski, Szymon Wilk, Dympna O'Sullivan, Marc Carrier
2017	J	`jnl`	Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines. J. Biomed. Informatics Szymon Wilk, Martin Michalowski, Wojtek Michalowski, Daniela Rosu, Marc Carrier, Mounira Kezadri-Hamiaz
2017	J	`jnl`	Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence. AI Mag. 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
2017	B	`conf`	Using Constraint Logic Programming for the Verification of Customized Decision Models for Clinical Guidelines. AIME Szymon Wilk, Adi Fux, Martin Michalowski, Mor Peleg, Pnina Soffer
2016	—	`ed.`	Expanding the Boundaries of Health Informatics Using AI, Papers from the 2016 AAAI Workshop, Phoenix, Arizona, USA, February 13, 2016. AAAI Workshop: Expanding the Boundaries of Health Informatics Using AI Martin Michalowski
2015	Misc	`conf`	Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences. AMIA Martin Michalowski, Szymon Wilk, Daniela Rosu, Mounira Kezadri, Wojtek Michalowski, Marc Carrier
2015	J	`jnl`	Reports on the 2014 AAAI Fall Symposium Series. AI Mag. 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
2014	Misc	`conf`	First-Order Logic Theory for Manipulating Clinical Practice Guidelines Applied to Comorbid Patients: A Case Study. AMIA Martin Michalowski, Szymon Wilk, Xing Tan, Wojtek Michalowski
2014	—	`conf`	Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions. AAAI Fall Symposia Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Xing Tan, Daniela Rosu
2014	—	`conf`	Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions. KR4HC@VSL Szymon Wilk, Martin Michalowski, Xing Tan, Wojtek Michalowski
2013	—	`conf`	Clinical Practice Guidelines and Comorbid Diseases: A MiniZinc Representation of Guideline Models for Mitigating Adverse Interactions. MedInfo Szymon Wilk, Martin Michalowski, Wojtek Michalowski, Ken Farion, Di Lin, Marisela Mainegra Hing, Subhra Mohapatra
2013	J	`jnl`	Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming. J. Biomed. Informatics Szymon Wilk, Wojtek Michalowski, Martin Michalowski, Ken Farion, Marisela Mainegra Hing, Subhra Mohapatra
2013	J	`jnl`	The AAAI-13 Conference Workshops. AI Mag. Vikas Agrawal, Christopher Archibald, Mehul Bhatt, Hung 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
2013	B	`conf`	Using Constraint Logic Programming to Implement Iterative Actions and Numerical Measures during Mitigation of Concurrently Applied Clinical Practice Guidelines. AIME Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Di Lin, Ken Farion, Subhra Mohapatra
2011	B	`conf`	A Constraint Logic Programming Approach to Identifying Inconsistencies in Clinical Practice Guidelines for Patients with Comorbidity. AIME Martin Michalowski, Marisela Mainegra Hing, Szymon Wilk, Wojtek Michalowski, Ken Farion
2011	A*	`conf`	Bayesian Learning of Generalized Board Positions for Improved Move Prediction in Computer Go. AAAI Martin Michalowski, Mark S. Boddy, Mike Neilsen
2010	—	`conf`	Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data. RSCTC William Klement, Szymon Wilk, Martin Michalowski, Ken Farion
2010	—	`conf`	Identifying inconsistencies in multiple clinical practice guidelines for a patient with co-morbidity. BIBM Workshops Marisela Mainegra Hing, Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Ken Farion
2010	—	`conf`	Representing clinical documents to support automatic retrieval of evidence from the Cochrane Library. BIBM Workshops Dympna O'Sullivan, Wojtek Michalowski, Martin Michalowski, Szymon Wilk, Ken Farion
2007	—	`conf`	Exploiting automatically inferred constraint-models for building identification in satellite imagery. GIS Martin Michalowski, Craig A. Knoblock, Kenneth M. Bayer, Berthe Y. Choueiry
2007	A	`conf`	Reformulating CSPs for Scalability with Application to Geospatial Reasoning. CP Kenneth M. Bayer, Martin Michalowski, Berthe Y. Choueiry, Craig A. Knoblock
2007	—	`conf`	Reformulating Constraint Models Using Input Data. SARA Martin Michalowski, Craig A. Knoblock, Berthe Y. Choueiry
2007	—	`conf`	Reformulating Constraint Satisfaction Problems to Improve Scalability. SARA Kenneth M. Bayer, Martin Michalowski, Berthe Y. Choueiry, Craig A. Knoblock
2006	A*	`conf`	A Generalized Query Framework for Geospatial Reasoning. AAAI Martin Michalowski
2005	A*	`conf`	A Constraint Satisfaction Approach to Geospatial Reasoning. AAAI Martin Michalowski, Craig A. Knoblock
2005	A*	`conf`	A Heterogeneous Field Matching Method for Record Linkage. ICDM Steven Minton, Claude Nanjo, Craig A. Knoblock, Martin Michalowski, Matthew Michelson
2005	J	`jnl`	Automatically Utilizing Secondary Sources to Align Information Across Sources. AI Mag. Martin Michalowski, Snehal Thakkar, Craig A. Knoblock
2004	J	`jnl`	Retrieving and Semantically Integrating Heterogeneous Data from the Web. IEEE Intell. Syst. Martin Michalowski, José Luis Ambite, Craig A. Knoblock, Steven Minton, Snehal Thakkar, Rattapoom Tuchinda