Author

A. Shaban-Nejad

2 papers indexed here

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Aug 2026

Enhancing HPV Vaccine Initiation and Completion Through Primary Care Interventions: A Cluster-Randomized Trial

Despite proven efficacy in cancer prevention, Human papillomavirus (HPV) vaccination rates remain suboptimal in the United States. While primary care pediatric practices are critical settings for vaccine delivery, various factors are known including provider practices and attitudes, parental hesitancy, and logist...

B. White, Nupur Singh, K. Hester et al. · Journal of the Pediatric Inf... · 0 citations

Open access Jul 2026

Fine-Tuned Large Language Models for Detecting Social Isolation from Unstructured Clinical Notes

Objectives: This study aimed to leverage FLAN-T5-Large, BERT, RoBERTa, and Gemma-2-2B, with fine-tuning, to identify instances of social isolation and social support within unstructured clinical notes. Materials and Methods: Annotated clinical note spans containing social context cues were used to fine-tune each model....

L. Chinthala, C. Lemon, A. Shaban-Nejad et al. · medRxiv · 0 citations