Word Graph Guided Summarization for Radiology Findings

Word Graph Guided Summarization for Radiology Findings

18 December 2021

Jinpeng Hu

Yan Song

Xiang Wan

Tsung-Hui Chang

ArXiv (abs)PDF HTML

Papers citing "Word Graph Guided Summarization for Radiology Findings"

19 / 19 papers shown

Title
CSTRL: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization Mst. Fahmida Sultana Naznin Adnan Ibney Faruq Mostafa Rifat Tazwar Md Jobayer Md. Mehedi Hasan Shawon Md Rakibul Hasan MedIm 68 0 0 21 Feb 2025
Advancing Medical Radiograph Representation Learning: A Hybrid Pre-training Paradigm with Multilevel Semantic Granularity Hanqi Jiang Xixuan Hao Yuzhou Huang Chong Ma Jiaxun Zhang Yi Pan Ruimao Zhang MedIm 175 0 0 01 Oct 2024
PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation Jinpeng Hu Tengteng Dong Luo Gang Hui Ma Peng Zou Xiao Sun Dan Guo Meng Wang AI4MH 92 7 0 08 Jul 2024
A Second Look on BASS -- Boosting Abstractive Summarization with Unified Semantic Graphs -- A Replication Study Osman Alperen Koras Jorg Schlotterer Christin Seifert 100 1 0 05 Mar 2024
Automatic Personalized Impression Generation for PET Reports Using Large Language Models Xin Tie Muheon Shin Ali Pirasteh Nevein Ibrahim Zachary Huemann ... K. M. Kelly John W. Garrett Junjie Hu Steve Y. Cho Tyler Bradshaw LM&MA 114 10 0 18 Sep 2023
Knowledge Graph Embeddings for Multi-Lingual Structured Representations of Radiology Reports Tom van Sonsbeek Xiantong Zhen Marcel Warring 47 0 0 02 Sep 2023
Guidance in Radiology Report Summarization: An Empirical Evaluation and Error Analysis Jan Trienes Paul Youssef Jorg Schlotterer Christin Seifert 51 0 0 24 Jul 2023
KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization Gangwoo Kim Hajung Kim Lei Ji Seongsu Bae Chanhwi Kim Mujeen Sung Hyunjae Kim Kun Yan E. Chang Jaewoo Kang VLM 46 2 0 10 Jul 2023
Radiology-GPT: A Large Language Model for Radiology Zheng Liu Aoxiao Zhong Yiwei Li Longtao Yang Chao Ju ... Wen Liu Dinggang Shen Xiang Li Quanzheng Li Tianming Liu LM&MA MedIm AI4CE 143 61 0 14 Jun 2023
An Iterative Optimizing Framework for Radiology Report Summarization with ChatGPT Chong Ma Zihao Wu Jiaqi Wang Shaochen Xu Yaonai Wei ... Tuo Zhang Dajiang Zhu Dinggang Shen Tianming Liu Xiang Li MedIm LM&MA 99 103 0 17 Apr 2023
FactReranker: Fact-guided Reranker for Faithful Radiology Report Summarization Qianqian Xie Jiayu Zhou Yifan Peng Fei Wang HILM MedIm 103 11 0 15 Mar 2023
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts Zhihong Chen Shizhe Diao Benyou Wang Guanbin Li Xiang Wan MedIm 127 33 0 17 Feb 2023
A Survey on Medical Document Summarization Raghav Jain Anubhav Jangra S. Saha Adam Jatowt 3DGS MedIm 82 19 0 03 Dec 2022
Toward expanding the scope of radiology report summarization to multiple anatomies and modalities Zhihong Chen M. Varma Xiang Wan C. Langlotz Jean-Benoit Delbrouck 57 19 0 15 Nov 2022
Improving Radiology Summarization with Radiograph and Anatomy Prompts Jinpeng Hu Zhihong Chen Yang Liu Xiang Wan Tsung-Hui Chang MedIm 88 8 0 15 Oct 2022
RAPS: A Novel Few-Shot Relation Extraction Pipeline with Query-Information Guided Attention and Adaptive Prototype Fusion Yuzhe Zhang M. Cen Tong Wu Kuanqi Cai 59 1 0 15 Oct 2022
A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction Yang Liu Jinpeng Hu Xiang Wan Tsung-Hui Chang 64 43 0 19 May 2022
Graph Enhanced Contrastive Learning for Radiology Findings Summarization Jinpeng Hu Zhuo Li Zhihong Chen Zhuguo Li Xiang Wan Tsung-Hui Chang MedIm 92 47 0 01 Apr 2022
Learning Semi-Structured Representations of Radiology Reports Katic Tamara M. Pavlovski Danijela Sekulic Slobodan Vučetić MedIm 32 0 0 20 Dec 2021