| Explainable artificial intelligence in high-throughput drug repositioning for subgroup stratifications with interventionable potential Z Al-Taie, D Liu, JB Mitchem, C Papageorgiou, JT Kaifi, WC Warren, ... Journal of Biomedical Informatics 118, 103792, 2021 | 21 | 2021 |
| Exploratory data mining for subgroup cohort discoveries and prioritization D Liu, W Baskett, D Beversdorf, CR Shyu IEEE journal of biomedical and health informatics 24 (5), 1456-1468, 2019 | 20 | 2019 |
| In-memory distributed indexing for large-scale media data retrieval Y Ma, D Liu, G Scott, J Uhlmann, CR Shyu 2017 IEEE International Symposium on Multimedia (ISM), 232-239, 2017 | 12 | 2017 |
| Contrast Pattern Mining With the T1D Exchange Clinic Registry Reveals Complex Phenotypic Factors and Comorbidity Patterns Associated With Familial Versus Sporadic Type 1 Diabetes E Tallon, M Redondo, CR Shyu, D Liu, K Boles, M Clements Diabetes Care, 2022 | 6 | 2022 |
| Understanding common key indicators of successful and unsuccessful cancer drug trials using a contrast mining framework on ClinicalTrials. gov SK Chang, D Liu, J Mitchem, C Papageorgiou, J Kaifi, CR Shyu Journal of Biomedical Informatics 139, 104321, 2023 | 4 | 2023 |
| Investigating Health Context Using a Spatial Data Analytical Tool: Development of a Geospatial Big Data Ecosystem T Haithcoat, D Liu, T Young, CR Shyu JMIR Medical Informatics, 2022 | 2 | 2022 |
| RHPTree—Risk Hierarchical Pattern Tree for Scalable Long Pattern Mining D Liu, Y Li, W Baskett, D Lin, CR Shyu ACM Transactions on Knowledge Discovery from Data 16 (4), 1-33, 2022 | 2 | 2022 |
| Discovering multifactorial associations with the development of age-related cataract using contrast mining M Raju, D Liu, FW Fraunfelder, CR Shyu 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2017 | 2 | 2017 |
| Identification of immuno-targeted combination therapies using explanatory subgroup discovery for cancer patients with EGFR wild-type gene O Kholod, W Basket, D Liu, J Mitchem, J Kaifi, L Dooley, CR Shyu Cancers 14 (19), 4759, 2022 | 1 | 2022 |
| Identification of Genomic Signatures for Colorectal Cancer Survival Using Exploratory Data Mining JJ Hummel, D Liu, E Tallon, J Snyder, W Warren, CR Shyu, J Mitchem, ... International Journal of Molecular Sciences 25 (6), 3220, 2024 | | 2024 |
| 89. Identification of therapeutic combinations for immune checkpoint inhibitors (ICIs) using explanatory subgroup discovery O Kholod, W Basket, D Liu, J Mitchem, J Kaifi, CR Shyu Cancer Genetics 268, 29, 2022 | | 2022 |
| Explainable cohort discoveries driven by exploratory data mining and efficient risk pattern detection D Liu University of Missouri--Columbia, 2022 | | 2022 |
| A NOVEL EXPLAINABLE ARTIFICIAL INTELLIGENCE METHOD TO IDENTIFY PATIENTS WHO WILL BENEFIT FROM ADJUVANT THERAPY IN STAGE II AND III COLORECTAL CANCER. JJ Hummel, D Liu, C Shyu, J Mitchem DISEASES OF THE COLON & RECTUM 64 (5), 2021 | | 2021 |
| 1624-P: Family History of Type 1 Diabetes (T1D) and Comorbidity Status in Individuals with T1D: A Computational Deep Exploratory Data Mining Approach EM Tallon, MA Clements, D Liu, K Boles, RA Stuck, CR Shyu Diabetes 69 (Supplement_1), 2020 | | 2020 |
| A Deep Exploratory Mining Approach for Discovering Associations between Family History of Type 1 Diabetes and Autoimmune and Related Conditions. EM Tallon, M Clements, D Liu, K Boles, CR Shyu AMIA, 2020 | | 2020 |
| Using novel exploratory subgroup mining to determine complication patterns of post colectomy based on hospital characteristics. Y Shen, D Liu, CR Shyu, JB Mitchem AMIA, 2020 | | 2020 |
| Differentiating Genetic Risk Factors Between Triple Negative and Luminal Breast Cancer Subtypes Using Long Contrast Patterns Mining. D Liu, Z Al-Taie, Y Shen, C Papageorgiou, CR Shyu AMIA, 2020 | | 2020 |
| Drug Repositioning for Colorectal Cancer Patient Subgroups Using Exploratory Mining and Network Analysis. Z Al-Taie, D Liu, C Papageorgiou, JT Kaifi, JB Mitchem, CR Shyu AMIA, 2020 | | 2020 |
| Semi-automatic exploratory data analytics for actionable discoveries through subgroup mining D Liu University of Missouri--Columbia, 2017 | | 2017 |
