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Muheon Shin

2 papers hereh-index 482 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.AI1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

most citedAutomatic Personalized Impression Generation for PET Reports Using Large Language Models

30 citations · 31 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2024★ 1 cited

Automatic Quantification of Serial PET/CT Images for Pediatric Hodgkin Lymphoma Patients Using a Longitudinally-Aware Segmentation Network

Xin Tie, Muheon Shin, Changhee Lee +10

Purpose: Automatic quantification of longitudinal changes in PET scans for lymphoma patients has proven challenging, as residual disease in interim-therapy scans is ofte…

cs.AI2023★ 30 cited

Automatic Personalized Impression Generation for PET Reports Using Large Language Models

Xin Tie, Muheon Shin, Ali Pirasteh +8

In this study, we aimed to determine if fine-tuned large language models (LLMs) can generate accurate, personalized impressions for whole-body PET reports. Twelve language models w…

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