Author

Anoushka Lakshmi

2 papers indexed here

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Review Open access Sep 2026

Development of a large language model clinical variable extraction pipeline for the study of lymphedema

For many disease processes, clinical information is often captured in unstructured clinical notes that require manual data extraction for research. Large language models (LLMs) have the potential to automate the data extraction process, enabling study for diseases with fewer tabular metrics available. Here, we report t...

Andrea T. Fisher, Anoushka Lakshmi, Benjamin C. Liu et al. · JVS: Vascular Science · 0 citations

Oct 2026

AI-Driven Multimodal Risk Assessment Combining CT Imaging Biomarkers and Frailty Scores for Enhanced Mortality Prediction in Surgery Patients.

BACKGROUND Automated frailty assessment predicts postoperative mortality, but routinely acquired CT imaging may provide complementary physiologic information. We evaluated whether AI-derived CT biomarkers improve one-year mortality prediction beyond an ICD-based Risk Analysis Index (RAI-ICD). STUDY DESIGN This retros...

Benjamin C. Liu, A. Fereydooni, Malte E. K. Jensen et al. · Journal of the American Coll... · 0 citations