Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization

1 May 2020

Papers citing "Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization"

28 / 28 papers shown

Title
Natural Language Generation in Healthcare: A Review of Methods and Applications Mengxian Lyu Xiaohan Li Ziyi Chen Jinqian Pan Cheng Peng Sankalp Talankar Yonghui Wu LM&MA 96 0 0 07 May 2025
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 66 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
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 249 96 0 05 Mar 2024
Improving Biomedical Abstractive Summarisation with Knowledge Aggregation from Citation Papers Chen Tang Shunyu Wang Tomas Goldsack Chenghua Lin 60 18 0 24 Oct 2023
Retrieving Evidence from EHRs with LLMs: Possibilities and Challenges Hiba Ahsan Denis Jered McInerney Jisoo Kim Christopher Potter Geoffrey S. Young Silvio Amir Byron C. Wallace 72 12 0 08 Sep 2023
Guidance in Radiology Report Summarization: An Empirical Evaluation and Error Analysis Jan Trienes Paul Youssef Jorg Schlotterer Christin Seifert 48 0 0 24 Jul 2023
PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models Hao Li Yuping Wu Viktor Schlegel Riza Batista-Navarro Thanh-Tung Nguyen Abhinav Ramesh Kashyap Xiaojun Zeng Daniel Beck Stefan Winkler Goran Nenadic LM&MA 85 9 0 05 Jun 2023
A Survey for Biomedical Text Summarization: From Pre-trained to Large Language Models Qianqian Xie Zheheng Luo Benyou Wang Sophia Ananiadou LM&MA VLM 53 11 0 18 Apr 2023
Curriculum-Guided Abstractive Summarization Sajad Sotudeh Hanieh Deilamsalehy Franck Dernoncourt Nazli Goharian 84 2 0 02 Feb 2023
Curriculum-guided Abstractive Summarization for Mental Health Online Posts Sajad Sotudeh Nazli Goharian Hanieh Deilamsalehy Franck Dernoncourt AI4MH 20 5 0 02 Feb 2023
A Survey on Medical Document Summarization Raghav Jain Anubhav Jangra S. Saha Adam Jatowt 3DGS MedIm 82 19 0 03 Dec 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
Readability Controllable Biomedical Document Summarization Zheheng Luo Qianqian Xie Sophia Ananiadou 137 38 0 10 Oct 2022
Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models Yanjun Gao Dmitriy Dligach T. Miller Dongfang Xu M. Churpek Majid Afshar AI4MH 74 40 0 17 Aug 2022
MentSum: A Resource for Exploring Summarization of Mental Health Online Posts Sajad Sotudeh Nazli Goharian Zachary Young AI4MH 58 13 0 02 Jun 2022
Learning to Revise References for Faithful Summarization Griffin Adams Han-Chin Shing Q. Sun C. Winestock Kathleen McKeown Noémie Elhadad 96 32 0 13 Apr 2022
Improving the Factual Accuracy of Abstractive Clinical Text Summarization using Multi-Objective Optimization Amanuel Alambo Tanvi Banerjee K. Thirunarayan Mia Cajita 29 7 0 02 Apr 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
Word Graph Guided Summarization for Radiology Findings Jinpeng Hu Jianling Li Zhihong Chen Yaling Shen Yan Song Xiang Wan Tsung-Hui Chang 65 38 0 18 Dec 2021
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 154 171 0 11 Oct 2021
TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts Sajad Sotudeh Hanieh Deilamsalehi Franck Dernoncourt Nazli Goharian 81 9 0 04 Oct 2021
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards S. Yadav D. Gupta Asma Ben Abacha Dina Demner-Fushman OffRL 63 34 0 01 Jul 2021
Question-aware Transformer Models for Consumer Health Question Summarization S. Yadav D. Gupta Asma Ben Abacha Dina Demner-Fushman ELM MedIm 95 28 0 01 Jun 2021
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization Griffin Adams Emily Alsentzer Mert Ketenci Jason Zucker Noémie Elhadad 96 49 0 12 Apr 2021
On Generating Extended Summaries of Long Documents Sajad Sotudeh Arman Cohan Nazli Goharian 69 17 0 28 Dec 2020
FFCI: A Framework for Interpretable Automatic Evaluation of Summarization Fajri Koto Timothy Baldwin Jey Han Lau HILM 107 37 0 27 Nov 2020