Development of NLPMed Portal began in spring 2024. It was created by Omid Jafari as part of the research project described below.

NLPMed Portal provides a self-hosted platform for researchers and healthcare professionals to manage clinical NLP data, annotations, adjudication, preprocessing, model inference, and evaluation workflows.

NLPMed Portal is research software and has not been designed, validated, or approved for diagnosis, treatment, or other clinical decision-making.

Supporting grant

• Title: Utilizing ethical artificial intelligence/machine learning (AI/ML) to assess and address disparity in underserved cancer patients across multiple healthcare systems with diverse social determinants of health
• Project PI: Abiodun Oluyomi
• Project Co-PIs: Ang Li and Jennifer La
• Funding opportunity: 3OT2OD032581-01S1

Related research and resources

• NLPMed Engine: The optional NLP backend is available on GitHub and PyPI.
• VTE models: The related models include VTE-BERT, VTE-BERT-DeID, and VTE-ModernBERT-DeID.
• Publication: Jafari, O., Ma, S., Lam, B. D., Jiang, J. Y., Zhou, E., Ranjan, M., et al. Development and Validation of VTE-BERT Natural Language Processing Model for Venous Thromboembolism. Journal of Thrombosis and Haemostasis. DOI: 10.1016/j.jtha.2025.07.021 (Open Access)