Talks

Utilizing Large-Language Models to Extract Patient Verbal and Ambulatory Status from Multi-Institutional and Multi-Specialty Clinical Notes
L Kaster, IY Oh, C Vickstrom, V Lanzotti, PRO Payne, et al.
November 2024; San Diego, CA - Platform Presentation at 2024 Child Neurology Society Conference.
⁺Submitted as an abstract, 7% (32/466) of which were accepted as oral presentations.

A Text-Mining Model for Extracting Phenotypes from NF1 Clinical Notes
L Kaster, R Mu, E Hillis, IY Oh, SM Morris, et al.
April 2024; St. Louis, MO - Lightning talk at I2DB Symposium

A Text-Mining Model for Extracting Phenotypes from NF1 Clinical Notes
L Kaster, R Mu, E Hillis, IY Oh, SM Morris, et al.
November 2023; St. Louis, MO - Talk at Midstates Consortium for Math and Science Undergraduate Research Symposium

Posters

Comparing Prompting Methods for Entity Extraction from Clinical Notes with RAG and Divide-and-Conquer Novel Methods Development
L Kaster and AP Michelson.
November 2025; Atlanta, GA — To be presented at AMIA 2025 Annual Symposium.

Identifying NF1 Phenotypes from Unstructured Clinical Notes Using a Text-Mining Based Phenotype Extraction Model
L Kaster, R Mu, E Hillis, IY Oh, SM. Morris, et al.
March 2024; Boston, MA — Presented at AMIA 2024 Informatics Summit.

A De-Identification Algorithm to Automatically Identify and Remove PHI from Structured Multi-Scale Data from the Brain Gene Registry
L Kaster, IY Oh, Z Abrams, PRO Payne, et al.
March 2023; Seattle, WA — Presented at AMIA 2023 Informatics Summit.

A Text-Mining Model for Extracting Phenotypes from NF1 Clinical Notes
L Kaster, R Mu, E Hillis, IY Oh, SM. Morris, et al.
October 2023; St. Louis, MO — Washington University Fall 2023 Undergraduate Research Symposium.

The Brain Gene Registry: An ongoing, collaborative resource of the Intellectual and Developmental Disabilities Research Centers (IDDRC)
V Lanzotti, A Gupta, IY Oh, D Baldridge, M Thompson, et al including L Kaster.
November 2023; Washington, D.C. — Presented at ASHG 2023.

Clinical Variants for Brain Gene Curation: A Powerful and Under-Utilized Resource
M Chopra, V Lanzotti, IY Oh, A Gupta, L Kaster, et al.
April 2023; Kansas City, MO — Presented at 2023 Gatlinburg Conference.