Unify, Align and Refine: Multi-Level Semantic Alignment for Radiology Report Generation

28 March 2023

Papers citing "Unify, Align and Refine: Multi-Level Semantic Alignment for Radiology Report Generation"

25 / 25 papers shown

Title
Image-aware Evaluation of Generated Medical Reports Gefen Dawidowicz Elad Hirsch A. Tal 27 1 0 22 Oct 2024
Has Multimodal Learning Delivered Universal Intelligence in Healthcare? A Comprehensive Survey Qika Lin Yifan Zhu Xin Mei Ling Huang Jingying Ma Kai He Zhen Peng Erik Cambria Mengling Feng 32 17 0 23 Aug 2024
MedRAT: Unpaired Medical Report Generation via Auxiliary Tasks Elad Hirsch Gefen Dawidowicz A. Tal MedIm 26 1 0 04 Jul 2024
X-ray Made Simple: Lay Radiology Report Generation and Robust Evaluation Kun Zhao Chenghao Xiao Chen Tang Bohao Yang Kai Ye Noura Al Moubayed Liang Zhan Chenghua Lin 42 0 0 25 Jun 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 41 2 0 21 May 2024
Automated Radiology Report Generation: A Review of Recent Advances Phillip Sloan Philip Clatworthy Edwin Simpson Majid Mirmehdi 25 17 0 17 May 2024
Pre-training on High Definition X-ray Images: An Experimental Study Xiao Wang Yuehang Li Wentao Wu Jiandong Jin Yao Rong Bowei Jiang Chuanfu Li Jin Tang MedIm ViT LM&MA 31 3 0 27 Apr 2024
Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision Yingbo Ma Suraj Kolla Zhenhong Hu Dhruv Kaliraman Victoria Nolan ... Jeremy A. Balch Tyler J. Loftus Parisa Rashidi A. Bihorac B. Shickel AI4TS 25 1 0 10 Apr 2024
MedCycle: Unpaired Medical Report Generation via Cycle-Consistency Elad Hirsch Gefen Dawidowicz A. Tal MedIm 36 2 0 20 Mar 2024
Large Model driven Radiology Report Generation with Clinical Quality Reinforcement Learning Zijian Zhou Miaojing Shi Meng Wei Oluwatosin O. Alabi Zijie Yue Tom Kamiel Magda Vercauteren LM&MA 36 5 0 11 Mar 2024
Complex Organ Mask Guided Radiology Report Generation Tiancheng Gu Dongnan Liu Zhiyuan Li Weidong Cai MedIm 19 14 0 04 Nov 2023
I $^2$ KD-SLU: An Intra-Inter Knowledge Distillation Framework for Zero-Shot Cross-Lingual Spoken Language Understanding Tianjun Mao Chenghong Zhang VLM 25 0 0 04 Oct 2023
Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Masked Contrastive Learning Weijian Huang Cheng Li Hao Yang Jiarun Liu Shanshan Wang MedIm 19 19 0 12 Sep 2023
G2L: Semantically Aligned and Uniform Video Grounding via Geodesic and Game Theory Hongxiang Li Meng Cao Xuxin Cheng Yaowei Li Zhihong Zhu Yuexian Zou 19 20 0 26 Jul 2023
Generation of Radiology Findings in Chest X-Ray by Leveraging Collaborative Knowledge Manuela Danu George Marica Sanjeev Kumar Karn Bogdan Georgescu Awais Mansoor ... Lucian Mihai Itu C. Suciu Sasa Grbic Oladimeji Farri D. Comaniciu MedIm 16 8 0 18 Jun 2023
Customizing General-Purpose Foundation Models for Medical Report Generation Bang-ju Yang Asif Raza Yuexian Zou Tong Zhang MedIm 11 11 0 09 Jun 2023
Implicit Neural Representation for Cooperative Low-light Image Enhancement Shuzhou Yang Moxuan Ding Yanmin Wu Zihan Li Jian Zhang 23 79 0 21 Mar 2023
Grounding 3D Object Affordance from 2D Interactions in Images Yuhang Yang Wei Zhai Hongcheng Luo Yang Cao Jiebo Luo Zhengjun Zha 22 31 0 18 Mar 2023
ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation Bang-ju Yang Fenglin Liu Yuexian Zou Xian Wu Yaowei Wang David A. Clifton 23 8 0 11 Mar 2023
DeCap: Decoding CLIP Latents for Zero-Shot Captioning via Text-Only Training Wei Li Linchao Zhu Longyin Wen Yi Yang VLM 40 86 0 06 Mar 2023
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 242 1,070 0 05 Oct 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,764 0 24 Feb 2021
Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 250 926 0 24 Sep 2019
Neural Baby Talk Jiasen Lu Jianwei Yang Dhruv Batra Devi Parikh VLM 189 434 0 27 Mar 2018
Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning Jiasen Lu Caiming Xiong Devi Parikh R. Socher 83 1,440 0 06 Dec 2016