| 2026 | AIME | A Case-Based Framework for Explaining AI-Driven Bruise Detection Model Behavior Using Structured Data. | Dharmi Desai, Mehrdad Ghyabi, David Lattanzi, Katherine Scafide, Janusz Wojtusiak |
| 2025 | ICMLA | Influence of Stratified Variable Encoding on Quality of Mortality Prediction in Systolic Heart Failure. | Bhumi Patel, Lemba Priscille Ngana, Atefehsadat Haghighathoseini, Janusz Wojtusiak |
| 2021 | AMIA | Dashboard for Machine Learning Models in Health Care. | Wejdan Bagais, Janusz Wojtusiak |
| 2021 | AMIA | Active Learning Based User-Defined Chest X-Ray Diagnosis System Leveraging 5G Infrastructure for COVID-19 Variant Detection. | Ying Wang, Janusz Wojtusiak |
| 2021 | AMIA | Do Clusters and Sequence of Symptoms Predict COVID-19 Test Results? | Janusz Wojtusiak, Wejdan Bagais, Hedyeh Mobahi, Elina Guralnik, Amira Roess, Farrokh Alemi |
| 2020 | AMIA | Using Landmark Information to Enhance Location Prediction for Missing People with Alzheimer's Disease. | Reyhaneh Mogharab Nia, Janusz Wojtusiak |
| 2019 | AMIA | Generic vs. Specialized Models for Assessing Disabilities among People with Dementia. | Negin Asadzadehzanjani, Janusz Wojtusiak, Allison E. Williams, Cari Levy |
| 2019 | AMIA | Synthetic Data for Teaching Data Integration in Informatics Graduate Program. | Hedyeh Mobahi, Hua Min, Janusz Wojtusiak |
| 2019 | AMIA | Using GPS to Locate the Missing and Track Wandering in People with Alzheimer's Disease. | Janusz Wojtusiak, Reyhaneh Mogharab Nia, U. Nalla B. Durai, Beverly Middle, Robert Koester, Catherine Tompkins |
| 2018 | ICMLA | Weighted Itemsets Error (WIE) Approach for Evaluating Generated Synthetic Patient Data. | Mojtaba Zare, Janusz Wojtusiak |
| 2016 | AMIA | Towards Automated Selection of Patient-Specific Education Materials in Ambulatory Care Settings. | Fatemah M. Aloudah, Janusz Wojtusiak |
| 2016 | AMIA | Applying Machine Learning Methods to Predict Activities of Daily Living for Cancer Patients. | Hua Min, Talha Oz, Sava Vukomanovic, Hedyeh Mobahi, Katherine Irvin, Ilirjeta Krasniqi, Janusz Wojtusiak |
| 2016 | AMIA | Visualizing the Effects of Cancers on Relationships Between Comorbidities and Activities of Daily Living. | Hua Min, Talha Oz, Sava Vukomanovic, Hedyeh Mobahi, Katherine Irvin, Ilirjeta Krasniqi, Janusz Wojtusiak |
| 2016 | IJCAI | Guiding Supervised Learning by Bio-Ontologies in Medical Data Analysis. | Janusz Wojtusiak, Hua Min, Eman Elashkar, Hedyeh Mobahi |
| 2014 | AMIA | Creating Clinically Homogeneous Groups of Prostate Cancer Patients. | Janusz Wojtusiak, Che Ngufor, Lorens Helmchen, Jack Hadley |
| 2014 | FlAIRS | Extreme Logistic Regression: A Large Scale Learning Algorithm with Application to Prostate Cancer Mortality Prediction. | Che Ngufor, Janusz Wojtusiak, Andrea Hooker, Talha Oz, Jack Hadley |
| 2013 | AMIA | Machine Learning-based Detection of Health Data Elements. | Andrej Kolacevski, Janusz Wojtusiak |
| 2013 | AMIA | Mining Progress Notes for Prediction of Activities of Daily Living. | Talha Oz, Che Ngufor, Janusz Wojtusiak |
| 2012 | AMIA | Comparison of Classification Learning Methods for Medical Claims Payments. | Katherine Irvin, Janusz Wojtusiak |
| 2012 | AMIA | Recent Advances in AQ21 Rule Learning System for Healthcare Data. | Janusz Wojtusiak |
| 2012 | CIKM | Clinical data analysis using ontology-guided rule learning. | Hua Min, Janusz Wojtusiak |
| 2012 | ICMLA | Semantic Data Types in Machine Learning from Healthcare Data. | Janusz Wojtusiak |
| 2011 | CISIS | Agent-based Pickup and Delivery Planning: The Learnable Evolution Model Approach. | Janusz Wojtusiak, Tobias Warden, Otthein Herzog |
| 2011 | ICMLA | Using Published Medical Results and Non-homogenous Data in Rule Learning. | Janusz Wojtusiak, Katherine Irvin, Aybike Birerdinc, Ancha V. Baranova |
| 2011 | ICMLA | Rule-Based Prediction of Medical Claims' Payments: A Method and Initial Application to Medicaid Data. | Janusz Wojtusiak, Che Ngufor, John Shiver, Ronald Ewald |
| 2010 | ICMLA | Combining Rule Induction and Reinforcement Learning: An Agent-based Vehicle Routing. | Bartlomiej Sniezynski, Wojciech Wjcik, Jan D. Gehrke, Janusz Wojtusiak |
| 2008 | ICCS | Traffic Prediction for Agent Route Planning. | Jan D. Gehrke, Janusz Wojtusiak |
| 2008 | IJCNN | Computational intelligence virtual community: Framework and implementation issues. | Jacek M. Zurada, Janusz Wojtusiak, Fahmida Chowdhury, James E. Gentle, Cedric J. Jeannot, Maciej A. Mazurowski |
| 2007 | ICMLA | The Natural Induction System AQ21 and its Application to Data Describing Patients with Metabolic Syndrome: Initial Results. | Janusz Wojtusiak, Ryszard S. Michalski, Thipkesone Simanivanh, Anna V. Baranova |
| 2006 | GECCO | The LEM3 implementation of learnable evolution model and its testing on complex function optimization problems. | Janusz Wojtusiak, Ryszard S. Michalski |
| 2006 | ICTAI | Intelligent Optimization via Learnable Evolution Model. | Ryszard S. Michalski, Janusz Wojtusiak, Kenneth A. Kaufman |
| 2006 | ICTAI | The AQ21 Natural Induction Program for Pattern Discovery: Initial Version and its Novel Features. | Janusz Wojtusiak, Ryszard S. Michalski, Kenneth A. Kaufman, Jaroslaw Pietrzykowski |