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 | 205 | 2021 |
Health intelligence: how artificial intelligence transforms population and personalized health A Shaban-Nejad, M Michalowski, DL Buckeridge NPJ digital medicine 1 (1), 53, 2018 | 156 | 2018 |
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 | 143 | 2022 |
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 | 98 | 2004 |
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 | 97 | 2005 |
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 | 83 | 2013 |
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 | 64 | 2017 |
Artificial intelligence in health: new opportunities, challenges, and practical implications AYS Lau, P Staccini Yearbook of medical informatics 28 (01), 174-178, 2019 | 57 | 2019 |
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 | 50 | 2021 |
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 | 38 | 2020 |
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 | 30 | 2021 |
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 | 30 | 2013 |
Exploiting secondary sources for unsupervised record linkage M Michalowski, S Thakkar, CA Knoblock 2004 VLDB Workshop on Information Integration on the Web, 2004 | 29 | 2004 |
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 | 29 | 2003 |
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 | 28 | 2011 |
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 | 27 | 2018 |
Automatically utilizing secondary sources to align information across sources M Michalowski, S Thakkar, CA Knoblock Ai Magazine 26 (1), 33-33, 2005 | 27 | 2005 |
Explainable ai in healthcare and medicine A Shaban-Nejad, M Michalowski, DL Buckeridge Springer, Berlin, 2020 | 26 | 2020 |
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 | 25 | 2010 |
A constraint satisfaction approach to geospatial reasoning M Michalowski, CA Knoblock AAAI 2005, 423-429, 2005 | 18 | 2005 |