Janusz Wojtusiak
Orcid: 0000-0003-2238-0588
According to our database1,
Janusz Wojtusiak
authored at least 61 papers
between 2006 and 2023.
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Bibliography
2023
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
2022
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022
From Wearable Device to OpenEMR: 5G Edge Centered Telemedicine and Decision Support System.
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022
2021
Computational Barthel Index: an automated tool for assessing and predicting activities of daily living among nursing home patients.
BMC Medical Informatics Decis. Mak., 2021
J. Heal. Informatics Res., 2021
Location prediction using GPS trackers: Can machine learning help locate the missing people with dementia?
Internet Things, 2021
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021
Administrative Health Data Representation for Mortality and High Utilization Prediction.
Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2021
Online Decision Support Tool that Explains Temporal Prediction of Activities of Daily Living (ADL).
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021
Reproducibility, Transparency and Evaluation of Machine Learning in Health Applications.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Active Learning Based User-Defined Chest X-Ray Diagnosis System Leveraging 5G Infrastructure for COVID-19 Variant Detection.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
Introduction to the Minitrack on AI and Sustainability: The Use of AI in Sustainability Initiatives.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020
Using Landmark Information to Enhance Location Prediction for Missing People with Alzheimer's Disease.
Proceedings of the AMIA 2020, 2020
2019
Rapidly Determining the Starting Sample Size in Progressive Sampling: Mean Convergence is Sufficient.
Proceedings of the Advances in Data Mining, 2019
Using GPS to Locate the Missing and Track Wandering in People with Alzheimer's Disease.
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
Generic vs. Specialized Models for Assessing Disabilities among People with Dementia.
Proceedings of the AMIA 2019, 2019
2018
Weighted Itemsets Error (WIE) Approach for Evaluating Generated Synthetic Patient Data.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
2017
Predicting activities of daily living for cancer patients using an ontology-guided machine learning methodology.
J. Biomed. Semant., 2017
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017
2016
Proceedings of the Artificial Intelligence for Knowledge Management, 2016
Visualizing the Effects of Cancers on Relationships Between Comorbidities and Activities of Daily Living.
Proceedings of the AMIA 2016, 2016
Applying Machine Learning Methods to Predict Activities of Daily Living for Cancer Patients.
Proceedings of the AMIA 2016, 2016
Towards Automated Selection of Patient-Specific Education Materials in Ambulatory Care Settings.
Proceedings of the AMIA 2016, 2016
2015
A Systematic Prediction of Adverse Drug Reactions Using Pre-clinical Drug Characteristics and Spontaneous Reports.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015
2014
Proceedings of the Machine Learning in Healthcare Informatics, 2014
Extreme Logistic Regression: A Large Scale Learning Algorithm with Application to Prostate Cancer Mortality Prediction.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014
Proceedings of the AMIA 2014, 2014
2013
Unsupervised Labeling of Data for Supervised Learning and its Application to Medical claims Prediction.
Comput. Sci., 2013
Proceedings of the AMIA 2013, 2013
Proceedings of the AMIA 2013, 2013
2012
Memetic Comput., 2012
Reasoning with unknown, not-applicable and irrelevant meta-values in concept learning and pattern discovery.
J. Intell. Inf. Syst., 2012
Machine learning in agent-based stochastic simulation: Inferential theory and evaluation in transportation logistics.
Comput. Math. Appl., 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
Proceedings of the 2nd International Workshop on Managing Interoperability and compleXity in Health Systems, 2012
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012
2011
Proceedings of the Learning Structure and Schemas from Documents, 2011
Rule-Based Prediction of Medical Claims' Payments: A Method and Initial Application to Medicaid Data.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
Proceedings of the International Conference on Complex, 2011
2010
Proceedings of the Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S. Michalski, 2010
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010
2009
Towards application of rule learning to the meta-analysis of clinical data: An example of the metabolic syndrome.
Int. J. Medical Informatics, 2009
Building virtual community in computational intelligence and machine learning [Research Frontier].
IEEE Comput. Intell. Mag., 2009
2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the Computational Science, 2008
2007
Proceedings of the Rough Sets and Intelligent Systems Paradigms, International Conference, 2007
The Natural Induction System AQ21 and its Application to Data Describing Patients with Metabolic Syndrome: Initial Results.
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007
2006
An Integrated Multi-task Inductive Database VINLEN: Initial Implementation and Early Results.
Proceedings of the Knowledge Discovery in Inductive Databases, 5th International Workshop, 2006
Proceedings of the Intelligent Information Processing and Web Mining, 2006
Proceedings of the Intelligent Information Processing and Web Mining, 2006
The AQ21 Natural Induction Program for Pattern Discovery: Initial Version and its Novel Features.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
The LEM3 implementation of learnable evolution model and its testing on complex function optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006