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Martin Michalowski
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2020 – today
- 2024
- [j19]Martin Michalowski
, Szymon Wilk
Provision and evaluation of explanations within an automated planning-based approach to solving the multimorbidity problem. J. Biomed. Informatics 156: 104681 (2024) - [c29]Martin Michalowski, Robert Moskovitch, Nitesh V. Chawla:
Introduction to the Special Track on Artificial Intelligence and COVID-19 (Abstract Reprint). AAAI 2024: 22707 - [c28]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: 313-323 - 2023
- [j18]Martin Michalowski
Using graph rewriting to operationalize medical knowledge for the revision of concurrently applied clinical practice guidelines. Artif. Intell. Medicine 140: 102550 (2023) - [j17]Martin Michalowski
Introduction to the Special Track on Artificial Intelligence and COVID-19. J. Artif. Intell. Res. 76: 523-525 (2023) - [j16]William Van Woensel, Samson W. Tu, Wojtek Michalowski, Syed Sibte Raza Abidi
A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support. J. Biomed. Informatics 142: 104395 (2023) - [c27]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: 684-685 - [i1]Changye Li
TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments. CoRR abs/2302.07322 (2023) - 2022
- [c26]Malvika Rao, Martin Michalowski
Towards an AI Planning-Based Pipeline for the Management of Multimorbid Patients. AIME 2022: 14-23 - [e4]Martin Michalowski
Artificial Intelligence in Medicine - 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14-17, 2022, Proceedings. Lecture Notes in Computer Science 13263, Springer 2022, ISBN 978-3-031-09341-8 [contents] - 2021
- [j15]Martin Michalowski
MitPlan: A planning approach to mitigating concurrently applied clinical practice guidelines. Artif. Intell. Medicine 112: 102002 (2021) - [j14]Arash Shaban-Nejad
Guest Editorial Explainable AI: Towards Fairness, Accountability, Transparency and Trust in Healthcare. IEEE J. Biomed. Health Informatics 25(7): 2374-2375 (2021) - [c25]Martin Michalowski
MitPlan 2.0: Enhanced Support for Multi-morbid Patient Management Using Planning. AIME 2021: 276-286 - [c24]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 - 2020
- [j13]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
The Association for the Advancement of Artificial Intelligence 2020 Workshop Program. AI Mag. 41(4): 100-114 (2020) - [j12]Arash Shaban-Nejad
Seven pillars of precision digital health and medicine. Artif. Intell. Medicine 103: 101793 (2020) - [p1]Arash Shaban-Nejad
From Precision Medicine to Precision Health: A Full Angle from Diagnosis to Treatment and Prevention. Precision Health and Medicine 2020: 1-7 - [e3]Martin Michalowski
Artificial Intelligence in Medicine - 18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Minneapolis, MN, USA, August 25-28, 2020, Proceedings. Lecture Notes in Computer Science 12299, Springer 2020, ISBN 978-3-030-59136-6 [contents] - [e2]Arash Shaban-Nejad
Precision Health and Medicine - A Digital Revolution in Healthcare. Studies in Computational Intelligence 843, Springer 2020, ISBN 978-3-030-24408-8 [contents]
2010 – 2019
- 2019
- [j11]Guy Barash, Mauricio Castillo-Effen, Niyati Chhaya, Peter Clark, Huáscar Espinoza, Eitan Farchi, Christopher W. Geib, Odd Erik Gundersen
Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence. AI Mag. 40(3): 67-78 (2019) - [c23]Martin Michalowski
MitPlan: A Planning Approach to Mitigating Concurrently Applied Clinical Practice Guidelines. AIME 2019: 93-103 - [c22]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 - 2018
- [j10]Bruno Bouchard
Reports of the Workshops of the 32nd AAAI Conference on Artificial Intelligence. AI Mag. 39(4): 45-56 (2018) - [j9]Mor Peleg
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): 234:1-234:15 (2018) - [j8]Arash Shaban-Nejad
Health intelligence: how artificial intelligence transforms population and personalized health. npj Digit. Medicine 1 (2018) - [c21]Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier:
Representing Drug Classes for Mitigating Concurrently Applied CPGs. AMIA 2018 - 2017
- [j7]Monica Anderson
Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence. AI Mag. 38(3): 72-82 (2017) - [j6]Szymon Wilk
Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines. J. Biomed. Informatics 66: 52-71 (2017) - [c20]Martin Michalowski, Wojtek Michalowski, Szymon Wilk, Dympna O'Sullivan, Marc Carrier:
AFGuide System to Support Personalized Management of Atrial Fibrillation. AAAI Workshops 2017 - [c19]Szymon Wilk
Using Constraint Logic Programming for the Verification of Customized Decision Models for Clinical Guidelines. AIME 2017: 37-47 - 2016
- [e1]Martin Michalowski:
Expanding the Boundaries of Health Informatics Using AI, Papers from the 2016 AAAI Workshop, Phoenix, Arizona, USA, February 13, 2016. AAAI Technical Report WS-16-08, AAAI Press 2016 [contents] - 2015
- [j5]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): 107-112 (2015) - [c18]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 - 2014
- [c17]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 - [c16]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 - [c15]Szymon Wilk
Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions. KR4HC@VSL 2014: 45-61 - 2013
- [j4]Vikas Agrawal, Christopher Archibald, Mehul Bhatt
The AAAI-13 Conference Workshops. AI Mag. 34(4): 9- (2013) - [j3]Szymon Wilk
Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming. J. Biomed. Informatics 46(2): 341-353 (2013) - [c14]Martin Michalowski
Using Constraint Logic Programming to Implement Iterative Actions and Numerical Measures during Mitigation of Concurrently Applied Clinical Practice Guidelines. AIME 2013: 17-22 - [c13]Szymon Wilk
Clinical Practice Guidelines and Comorbid Diseases: A MiniZinc Representation of Guideline Models for Mitigating Adverse Interactions. MedInfo 2013: 352-356 - 2011
- [c12]Martin Michalowski, Mark S. Boddy, Mike Neilsen:
Bayesian Learning of Generalized Board Positions for Improved Move Prediction in Computer Go. AAAI 2011: 815-820 - [c11]Martin Michalowski
A Constraint Logic Programming Approach to Identifying Inconsistencies in Clinical Practice Guidelines for Patients with Comorbidity. AIME 2011: 296-301 - 2010
- [c10]Marisela Mainegra Hing
Identifying inconsistencies in multiple clinical practice guidelines for a patient with co-morbidity. BIBM Workshops 2010: 447-452 - [c9]Dympna O'Sullivan
Representing clinical documents to support automatic retrieval of evidence from the Cochrane Library. BIBM Workshops 2010: 461-466 - [c8]William Klement, Szymon Wilk, Martin Michalowski
Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data. RSCTC 2010: 207-216
2000 – 2009
- 2007
- [c7]Kenneth M. Bayer, Martin Michalowski
Reformulating CSPs for Scalability with Application to Geospatial Reasoning. CP 2007: 164-179 - [c6]Martin Michalowski
Exploiting automatically inferred constraint-models for building identification in satellite imagery. GIS 2007: 6 - [c5]Kenneth M. Bayer, Martin Michalowski
Reformulating Constraint Satisfaction Problems to Improve Scalability. SARA 2007: 64-79 - [c4]Martin Michalowski
Reformulating Constraint Models Using Input Data. SARA 2007: 402-404 - 2006
- [c3]Martin Michalowski:
A Generalized Query Framework for Geospatial Reasoning. AAAI 2006: 1922-1923 - 2005
- [j2]Martin Michalowski, Snehal Thakkar, Craig A. Knoblock:
Automatically Utilizing Secondary Sources to Align Information Across Sources. AI Mag. 26(1): 33-44 (2005) - [c2]Martin Michalowski, Craig A. Knoblock:
A Constraint Satisfaction Approach to Geospatial Reasoning. AAAI 2005: 423-429 - [c1]Steven Minton, Claude Nanjo, Craig A. Knoblock, Martin Michalowski
A Heterogeneous Field Matching Method for Record Linkage. ICDM 2005: 314-321 - 2004
- [j1]Martin Michalowski
Retrieving and Semantically Integrating Heterogeneous Data from the Web. IEEE Intell. Syst. 19(3): 72-79 (2004)
Coauthor Index
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last updated on 2024-11-18 20:47 CET by the dblp team
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