Generating Radiology Reports via Memory-driven Transformer

30 October 2020

Yan Song

Xiang Wan

Papers citing "Generating Radiology Reports via Memory-driven Transformer"

50 / 52 papers shown

Title
Anatomical Attention Alignment representation for Radiology Report Generation Quang Vinh Nguyen Minh Duc Nguyen Thanh Hoang Son Vo Hyung-Jeong Yang Soo-Hyung Kim MedIm 25 0 0 12 May 2025
Describe Anything in Medical Images Xi Xiao Yunbei Zhang Thanh-Huy Nguyen Ba Thinh Lam Janet Wang ... Xingjian Li X. U. Wang Hao Xu Tianming Liu Min Xu MedIm VLM 46 0 0 09 May 2025
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 44 0 0 07 May 2025
Evaluating Vision Language Model Adaptations for Radiology Report Generation in Low-Resource Languages Marco Salmè R. Sicilia Paolo Soda V. Guarrasi 130 0 0 02 May 2025
MicarVLMoE: A Modern Gated Cross-Aligned Vision-Language Mixture of Experts Model for Medical Image Captioning and Report Generation Amaan Izhar Nurul Japar Norisma Idris Ting Dang MoE 66 0 0 29 Apr 2025
Reason Like a Radiologist: Chain-of-Thought and Reinforcement Learning for Verifiable Report Generation Peiyuan Jing Kinhei Lee Zhenxuan Zhang Huichi Zhou Zhengqing Yuan Zhifan Gao Lei Zhu G. Papanastasiou Yingying Fang Guang Yang MedIm OffRL LRM 65 0 0 25 Apr 2025
Evaluating and Mitigating Bias in AI-Based Medical Text Generation Xiuying Chen Tairan Wang Juexiao Zhou Zirui Song Xin Gao X. Zhang MedIm 39 1 0 24 Apr 2025
MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations Ziyang Zhang Yang Yu Yucheng Chen Xulei Yang S. Yeo MedIm 56 1 0 02 Mar 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 93 153 0 28 Jan 2025
PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging Gang Liu Jinlong He Pengfei Li Genrong He Zixu Zhao Shenjun Zhong LM&MA 76 2 0 17 Jan 2025
RadAlign: Advancing Radiology Report Generation with Vision-Language Concept Alignment Difei Gu Yunhe Gao Yang Zhou Mu Zhou Dimitris N. Metaxas LM&MA 42 2 0 13 Jan 2025
Libra: Leveraging Temporal Images for Biomedical Radiology Analysis Xi Zhang Zaiqiao Meng Jake Lever Edmond S. L. Ho MedIm 96 0 0 28 Nov 2024
Large Language Model with Region-guided Referring and Grounding for CT Report Generation Z. Chen Yequan Bie Haibo Jin Hao Chen 176 0 0 23 Nov 2024
Medical Report Generation Is A Multi-label Classification Problem Yijian Fan Zhenbang Yang Rui Liu Mingjie Li Xiaojun Chang MedIm 27 1 0 30 Aug 2024
CT-AGRG: Automated Abnormality-Guided Report Generation from 3D Chest CT Volumes Theo Di Piazza 24 0 0 21 Aug 2024
MedRAT: Unpaired Medical Report Generation via Auxiliary Tasks Elad Hirsch Gefen Dawidowicz A. Tal MedIm 28 1 0 04 Jul 2024
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data Xinyi Wang Grazziela Figueredo Ruizhe Li W. Zhang Weitong Chen Xin Chen MedIm ViT 46 2 0 21 May 2024
Automated Radiology Report Generation: A Review of Recent Advances Phillip Sloan Philip Clatworthy Edwin Simpson Majid Mirmehdi 32 17 0 17 May 2024
Learning To Guide Human Decision Makers With Vision-Language Models Debodeep Banerjee Stefano Teso Burcu Sayin Andrea Passerini 32 1 0 25 Mar 2024
Semantic Textual Similarity Assessment in Chest X-ray Reports Using a Domain-Specific Cosine-Based Metric Sayeh Gholipour Picha D. Chanti A. Caplier 28 2 0 19 Feb 2024
Medical Report Generation based on Segment-Enhanced Contrastive Representation Learning Ruoqing Zhao Xi Wang Hongliang Dai Pan Gao Piji Li MedIm 21 3 0 26 Dec 2023
UniDCP: Unifying Multiple Medical Vision-language Tasks via Dynamic Cross-modal Learnable Prompts Chenlu Zhan Yufei Zhang Yu Lin Gaoang Wang Hongwei Wang VLM MedIm 28 5 0 18 Dec 2023
A Systematic Review of Deep Learning-based Research on Radiology Report Generation Chang Liu Yuanhe Tian Yan Song MedIm 29 15 0 23 Nov 2023
Controllable Chest X-Ray Report Generation from Longitudinal Representations F. Serra Chaoyang Wang F. Deligianni Jeffrey Stephen Dalton Alison Q. OÑeil MedIm 28 13 0 09 Oct 2023
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy Pietro Mascagni Pietro Mascagni N. Padoy Nicolas Padoy 27 20 0 27 Jul 2023
Towards a Visual-Language Foundation Model for Computational Pathology Ming Y. Lu Bowen Chen Drew F. K. Williamson Richard J. Chen Ivy Liang ... Andrew Zhang L. Le Georg Gerber Anil V. Parwani Faisal Mahmood VLM MedIm 35 46 0 24 Jul 2023
Reading Radiology Imaging Like The Radiologist Yuhao Wang MedIm 27 0 0 12 Jul 2023
Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports Qingqing Zhu T. Mathai P. Mukherjee Yifan Peng Ronald M. Summers Zhiyong Lu 19 17 0 14 Jun 2023
"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion Zexue He An Yan Amilcare Gentili Julian McAuley Chun-Nan Hsu MedIm 22 2 0 15 May 2023
Token Imbalance Adaptation for Radiology Report Generation Yuexin Wu I. Huang Xiaolei Huang MedIm 21 7 0 18 Apr 2023
Cross-Modal Causal Intervention for Medical Report Generation Weixing Chen Yang Liu Ce Wang Jiarui Zhu Shen Zhao Guanbin Li Cheng-Lin Liu Liang Lin 28 5 0 16 Mar 2023
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts Zhihong Chen Shizhe Diao Benyou Wang Guanbin Li Xiang Wan MedIm 17 29 0 17 Feb 2023
On the Importance of Image Encoding in Automated Chest X-Ray Report Generation Otabek Nazarov Mohammad Yaqub Karthik Nandakumar MedIm 19 3 0 24 Nov 2022
Lesion Guided Explainable Few Weak-shot Medical Report Generation Jinghan Sun Dong Wei Liansheng Wang Yefeng Zheng MedIm 10 12 0 16 Nov 2022
DeltaNet:Conditional Medical Report Generation for COVID-19 Diagnosis Xian Wu Shuxin Yang Zhaopeng Qiu Shen Ge Yangtian Yan Xingwang Wu Yefeng Zheng S. Kevin Zhou Li Xiao MedIm 15 20 0 12 Nov 2022
Improving Radiology Report Generation Systems by Removing Hallucinated References to Non-existent Priors Vignav Ramesh Nathan Chi Pranav Rajpurkar MedIm 28 48 0 27 Sep 2022
M^4I: Multi-modal Models Membership Inference Pingyi Hu Zihan Wang Ruoxi Sun Hu Wang Minhui Xue 37 26 0 15 Sep 2022
A Medical Semantic-Assisted Transformer for Radiographic Report Generation Zhanyu Wang Mingkang Tang Lei Wang Xiu Li Luping Zhou ViT MedIm 24 56 0 22 Aug 2022
Personalized Showcases: Generating Multi-Modal Explanations for Recommendations An Yan Zhankui He Jiacheng Li Tianyang Zhang Julian McAuley 22 35 0 30 Jun 2022
Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation Mingjie Li Wenjia Cai Karin Verspoor Shirui Pan Xiaodan Liang Xiaojun Chang MedIm 28 35 0 04 Jun 2022
POViT: Vision Transformer for Multi-objective Design and Characterization of Nanophotonic Devices Xinyu Chen Renjie Li Yueyao Yu Yuanwen Shen Wenye Li Zhaoyu Zhang Yin Zhang ViT 20 1 0 17 May 2022
Cross-modal Memory Networks for Radiology Report Generation Zhihong Chen Yaling Shen Yan Song Xiang Wan MedIm 22 246 0 28 Apr 2022
AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation Di You Fenglin Liu Shen Ge Xiaoxia Xie Jing Zhang Xian Wu ViT MedIm 18 106 0 18 Mar 2022
Improving Chest X-Ray Report Generation by Leveraging Warm Starting Aaron Nicolson Jason Dowling Bevan Koopman ViT LM&MA MedIm 22 90 0 24 Jan 2022
Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation Fenglin Liu Chenyu You Xian Wu Shen Ge Sheng Wang Xu Sun MedIm 81 91 0 08 Nov 2021
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation An Yan Zexue He Xing Lu Jingfeng Du E. Chang Amilcare Gentili Julian McAuley Chun-Nan Hsu MedIm 88 64 0 25 Sep 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Z Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 19 154 0 07 Jul 2021
Trust It or Not: Confidence-Guided Automatic Radiology Report Generation Yixin Wang Zihao Lin Zhe Xu Haoyu Dong Jiang Tian Jie Luo Zhongchao Shi Yang Zhang Jianping Fan Zhiqiang He UQCV MedIm 36 12 0 21 Jun 2021
Matching Visual Features to Hierarchical Semantic Topics for Image Paragraph Captioning D. Guo Ruiying Lu Bo Chen Zequn Zeng Mingyuan Zhou VLM 25 9 0 10 May 2021
Progressive Transformer-Based Generation of Radiology Reports Farhad Nooralahzadeh Nicolas Andres Perez Gonzalez T. Frauenfelder Koji Fujimoto Michael Krauthammer ViT MedIm 15 84 0 19 Feb 2021