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researcher

Stephanie L. McNamara

2 papers hereh-index 245 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV2

identity via Semantic Scholar / OpenAlex

works on
anatomy segmentation 1CT imaging 1medical AI 1transfer learning 1vision-language models 1

From the 1 of 2 linked papers with an AI index.

collaborators

2 papers

cs.CV2026

Anatomy Contextualized Adaptation of CT Foundation Models

Roshan Kenia, Stephanie L McNamara, William Lotter

The paper proposes Anatomy Contextualized Adaptation (ACA), a lightweight method that adapts frozen CT vision-language foundation models to align anatomy-level visual features with…

cs.CV2025

Beyond Diagnosis: Evaluating Multimodal LLMs for Pathology Localization in Chest Radiographs

Advait Gosai, Arun Kavishwar, Stephanie L. McNamara +4

Recent work has shown promising performance of frontier large language models (LLMs) and their multimodal counterparts in medical quizzes and diagnostic tasks, highlighting their p…

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