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researcher

J. Merkow

9 papers hereh-index 9898 citations18 works total

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

author position
  • first author3
  • middle author6

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CV6
  • eess.IV2
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedIs Open-Source There Yet? A Comparative Study on Commercial and Open-Source LLMs in Their Ability to Label Chest X-Ray Reports

31 citations · 60 across the 9 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.CV2025

PETAR: Localized Findings Generation with Mask-Aware Vision-Language Modeling for PET Automated Reporting

Danyal Maqbool, Changhee Lee, Zachary Huemann +11

Generating automated reports for 3D positron emission tomography (PET) is an important and challenging task in medical imaging. PET plays a vital role in oncology, but automating r…

cs.CV2025

From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification

Xue Li, Jameson Merkow, Noel C. F. Codella +11

Foundation models provide robust embeddings for diverse tasks, including medical imaging. We evaluate embeddings from seven general and medical-specific foundation models (e.g., De…

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