Research

Our work is proudly supported by the National Science Foundation (NSF).

Services

Health Information Exchange

Our specialists work in a variety of national Health Information Exchanges (HIE) and Regional Health Information Organizations (RHIOs).

Outcome Prediction Services

Utilizing Deep Learning we offer data Analytical Solutions

Healthcare Knowledge Graph Development

Utilizing the Semantic Vocabularies we offer end-to-end health and knowledge management services

Technology Strategy Advisor

The selection of the right technology plays a crucial role in an organization’s success. We offer our advisory services in this domain.

OnDemand Informatics Training

We train health professionals with the necessary informatics technology.

Publications

• A hybrid mental health prediction model using Support Vector Machine, Multilayer Perceptron, and Random Forest algorithms. Healthcare Analytics, 2023.
• Skin lesion analysis and cancer detection based on machine/deep learning techniques: A comprehensive survey. Life, 2023.
• Classification of brain tumor from magnetic resonance imaging using vision transformers ensembling. Current Oncology, 2022.
• LDA–GA–SVM: improved hepatocellular carcinoma prediction through dimensionality reduction and genetically optimized support vector machine. Neural Computing and Applications, 2021.
• Multimodal brain tumor classification using deep learning and robust feature selection. Diagnostics, 2020.
• AIRR community standardized representations for annotated immune repertoires. Frontiers in Immunology, 2018.
• Adaptive Immune Receptor Repertoire Community recommendations for sharing immune-repertoire sequencing data. Nature Immunology, 2017.
• The center for expanded data annotation and retrieval (CEDAR). Journal of the American Medical Informatics Association, 2015.