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Martin Michalowski, PhD, FAMIA
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Health intelligence: how artificial intelligence transforms population and personalized health
A Shaban-Nejad, M Michalowski, DL Buckeridge
NPJ digital medicine 1 (1), 53, 2018
1422018
Artificial intelligence in nursing: Priorities and opportunities from an international invitational think‐tank of the Nursing and Artificial Intelligence Leadership Collaborative
CE Ronquillo, LM Peltonen, L Pruinelli, CH Chu, S Bakken, A Beduschi, ...
Journal of advanced nursing 77 (9), 3707-3717, 2021
1352021
Retrieving and semantically integrating heterogeneous data from the web
M Michalowski, JL Ambite, S Thakkar, R Tuchinda, CA Knoblock, ...
IEEE Intelligent Systems 19 (3), 72-79, 2004
982004
A heterogeneous field matching method for record linkage
SN Minton, C Nanjo, CA Knoblock, M Michalowski, M Michelson
Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005
972005
Artificial Intelligence-based technologies in nursing: a scoping literature review of the evidence
H von Gerich, H Moen, LJ Block, CH Chu, H DeForest, M Hobensack, ...
International Journal of Nursing Studies 127, 104153, 2022
922022
Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming
S Wilk, W Michalowski, M Michalowski, K Farion, MM Hing, S Mohapatra
Journal of biomedical informatics 46 (2), 341-353, 2013
792013
Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines
S Wilk, M Michalowski, W Michalowski, D Rosu, M Carrier, ...
Journal of Biomedical Informatics 66, 52-71, 2017
632017
Artificial intelligence in health: new opportunities, challenges, and practical implications
AYS Lau, P Staccini
Yearbook of medical informatics 28 (01), 174-178, 2019
492019
Guest editorial explainable AI: towards fairness, accountability, transparency and trust in healthcare
A Shaban-Nejad, M Michalowski, JS Brownstein, DL Buckeridge
IEEE Journal of Biomedical and Health Informatics 25 (7), 2374-2375, 2021
382021
Seven pillars of precision digital health and medicine
A Shaban-Nejad, M Michalowski, N Peek, JS Brownstein, DL Buckeridge
Artificial intelligence in medicine 103, 101793, 2020
342020
Using constraint logic programming to implement iterative actions and numerical measures during mitigation of concurrently applied clinical practice guidelines
M Michalowski, S Wilk, W Michalowski, D Lin, K Farion, S Mohapatra
Artificial Intelligence in Medicine: 14th Conference on Artificial …, 2013
302013
Exploiting secondary sources for automatic object consolidation
M Michalowski, S Thakkar, CA Knoblock
Proceeding of 2003 KDD Workshop on Data Cleaning, Record Linkage, and Object …, 2003
292003
Reconciling pairs of concurrently used clinical practice guidelines using constraint logic programming
S Wilk, M Michalowski, W Michalowski, MM Hing, K Farion
AMIA Annual Symposium Proceedings 2011, 944, 2011
282011
Exploiting secondary sources for unsupervised record linkage
M Michalowski, S Thakkar, CA Knoblock
2004 VLDB Workshop on Information Integration on the Web, 2004
282004
Explainability and interpretability: keys to deep medicine
A Shaban-Nejad, M Michalowski, DL Buckeridge
Explainable AI in healthcare and medicine: Building a culture of …, 2021
272021
Automatically utilizing secondary sources to align information across sources
M Michalowski, S Thakkar, CA Knoblock
Ai Magazine 26 (1), 33-33, 2005
272005
Ideating mobile health behavioral support for compliance to therapy for patients with chronic disease: a case study of atrial fibrillation management
M Peleg, W Michalowski, S Wilk, E Parimbelli, S Bonaccio, D O’Sullivan, ...
Journal of medical systems 42, 1-15, 2018
252018
Identifying inconsistencies in multiple clinical practice guidelines for a patient with co-morbidity
MM Hing, M Michalowski, S Wilk, W Michalowski, K Farion
2010 IEEE International Conference on Bioinformatics and Biomedicine …, 2010
252010
Explainable AI in Healthcare and Medicine
A Shaban-Nejad, M Michalowski, DL Buckeridge
Studies in Computational Intelligence, Springer Cham, 2021
202021
Using first-order logic to represent clinical practice guidelines and to mitigate adverse interactions
S Wilk, M Michalowski, X Tan, W Michalowski
Knowledge Representation for Health Care: 6th International Workshop, KR4HC …, 2014
182014
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