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% Approaches
% ----------YEAR 2018----------
% ACL 2018
@inproceedings{jing-etal-2018-automatic,
title = "{On the Automatic Generation of Medical Imaging Reports}",
author = "Jing, Baoyu and
Xie, Pengtao and
Xing, Eric",
booktitle = "Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
month = jul,
year = "2018",
address = "Melbourne, Australia",
pages = "2577--2586",
}
% MICCAI 2018
@inproceedings{xue-etal-2018-multimodal,
title={{Multimodal Recurrent Model with Attention for Automated Radiology Report Generation}},
author={Xue, Yuan and Xu, Tao and Rodney Long, L and Xue, Zhiyun and Antani, Sameer and Thoma, George R and Huang, Xiaolei},
booktitle={Medical Image Computing and Computer Assisted Intervention--MICCAI 2018: 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I},
pages={457--466},
year={2018},
organization={Springer}
}
% NeurIPS 2018
@inproceedings{li-etal-2018-hybrid,
author = {Yuan Li and
Xiaodan Liang and
Zhiting Hu and
Eric P. Xing},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {{Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report
Generation}},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {1537--1547},
year = {2018},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiLHX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% ----------YEAR 2019----------
% AAAI 2019
@inproceedings{li-2019-etal-knowledge,
author = {Christy Y. Li and
Xiaodan Liang and
Zhiting Hu and
Eric P. Xing},
title = {{Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report
Generation}},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {6666--6673},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiLHX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% ACL 2019
@inproceedings{jing-etal-2019-show,
title = {{Show, Describe and Conclude: On Exploiting the Structure Information of Chest {X}-ray Reports}},
author = "Jing, Baoyu and
Wang, Zeya and
Xing, Eric",
booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics",
month = jul,
year = "2019",
address = "Florence, Italy",
pages = "6570--6580",
}
% arXiv 2019
@article{yuan-etal-2019-automatic,
title={{Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment}},
author={Jianbo Yuan and Haofu Liao and Rui Luo and Jiebo Luo},
journal={ArXiv},
year={2019},
volume={abs/1907.09085},
}
% BMVC 2019
@inproceedings{harzig-etal-2019-addressing,
author = {Philipp Harzig and
Yan{-}Ying Chen and
Francine Chen and
Rainer Lienhart},
title = {{Addressing Data Bias Problems for Chest X-ray Image Report Generation}},
booktitle = {30th British Machine Vision Conference 2019, {BMVC} 2019, Cardiff,
UK, September 9-12, 2019},
pages = {144},
year = {2019},
timestamp = {Wed, 03 Feb 2021 08:35:59 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/HarzigCCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% ----------YEAR 2020----------
% AAAI 2020
@inproceedings{zhang-etal-2020-when,
author = {Yixiao Zhang and
Xiaosong Wang and
Ziyue Xu and
Qihang Yu and
Alan L. Yuille and
Daguang Xu},
title = {{When Radiology Report Generation Meets Knowledge Graph}},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {12910--12917},
year = {2020},
timestamp = {Fri, 08 Sep 2023 21:18:14 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangWXYYX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% ACCV 2020
@InProceedings{srinivasan-etal-2020-hierarchical,
author="Srinivasan, Preethi
and Thapar, Daksh
and Bhavsar, Arnav
and Nigam, Aditya",
editor="Ishikawa, Hiroshi
and Liu, Cheng-Lin
and Pajdla, Tomas
and Shi, Jianbo",
title="Hierarchical X-Ray Report Generation via Pathology Tags and Multi Head Attention",
booktitle="Computer Vision -- ACCV 2020",
year="2021",
address="Cham",
pages="600--616",
}
% EMNLP 2020
@inproceedings{chen-etal-2020-generating,
title = {{Generating Radiology Reports via Memory-driven Transformer}},
author = "Chen, Zhihong and
Song, Yan and
Chang, Tsung-Hui and
Wan, Xiang",
booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
month = nov,
year = "2020",
address = "Online",
pages = "1439--1449",
}
% EMNLP 2020
@inproceedings{nishino-etal-2020-reinforcement,
title = {{Reinforcement Learning with Imbalanced Dataset for Data-to-Text Medical Report Generation}},
author = "Nishino, Toru and
Ozaki, Ryota and
Momoki, Yohei and
Taniguchi, Tomoki and
Kano, Ryuji and
Nakano, Norihisa and
Tagawa, Yuki and
Taniguchi, Motoki and
Ohkuma, Tomoko and
Nakamura, Keigo",
editor = "Cohn, Trevor and
He, Yulan and
Liu, Yang",
booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2020",
month = nov,
year = "2020",
address = "Online",
pages = "2223--2236",
}
% ----------YEAR 2021----------
% ACL 2021
@inproceedings{chen-etal-2021-cross-modal,
title = {{Cross-modal Memory Networks for Radiology Report Generation}},
author = "Chen, Zhihong and
Shen, Yaling and
Song, Yan and
Wan, Xiang",
booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)",
month = aug,
year = "2021",
address = "Online",
pages = "5904--5914",
}
% ACL 2021
@inproceedings{miura-etal-2021-improving,
title = "{{Improving Factual Completeness and Consistency of Image-to-text Radiology Report Generation}}",
author = "Miura, Yasuhide and
Zhang, Yuhao and
Tsai, Emily and
Langlotz, Curtis and
Jurafsky, Dan",
booktitle = "Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
month = jun,
year = "2021",
address = "Online",
pages = "5288--5304",
}
% EMNLP 2021
@inproceedings{nguyen-etal-2021-automated,
title = "{Automated Generation of Accurate {\&} Fluent Medical {X}-ray Reports}",
author = "Nguyen, Hoang and
Nie, Dong and
Badamdorj, Taivanbat and
Liu, Yujie and
Zhu, Yingying and
Truong, Jason and
Cheng, Li",
editor = "Moens, Marie-Francine and
Huang, Xuanjing and
Specia, Lucia and
Yih, Scott Wen-tau",
booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing",
month = nov,
year = "2021",
address = "Online and Punta Cana, Dominican Republic",
pages = "3552--3569",
}
% EMNLP 2021
@inproceedings{nooralahzadeh-etal-2021-progressive-transformer,
title = {{Progressive Transformer-Based Generation of Radiology Reports}},
author = "Nooralahzadeh, Farhad and
Perez Gonzalez, Nicolas and
Frauenfelder, Thomas and
Fujimoto, Koji and
Krauthammer, Michael",
editor = "Moens, Marie-Francine and
Huang, Xuanjing and
Specia, Lucia and
Yih, Scott Wen-tau",
booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2021",
month = nov,
year = "2021",
address = "Punta Cana, Dominican Republic",
pages = "2824--2832",
}
% EMNLP 2021
@inproceedings{yan-etal-2021-weakly-supervised,
title = {{Weakly Supervised Contrastive Learning for Chest {X}-Ray Report Generation}},
author = "Yan, An and
He, Zexue and
Lu, Xing and
Du, Jiang and
Chang, Eric and
Gentili, Amilcare and
McAuley, Julian and
Hsu, Chun-Nan",
editor = "Moens, Marie-Francine and
Huang, Xuanjing and
Specia, Lucia and
Yih, Scott Wen-tau",
booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2021",
month = nov,
year = "2021",
address = "Punta Cana, Dominican Republic",
pages = "4009--4015",
}
% ACL-IJCNLP 2021
@inproceedings{liu-etal-2021-contrastive,
title = {{Contrastive Attention for Automatic Chest {X}-ray Report Generation}},
author = "Liu, Fenglin and
Yin, Changchang and
Wu, Xian and
Ge, Shen and
Zhang, Ping and
Sun, Xu",
booktitle = "Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021",
month = aug,
year = "2021",
address = "Online",
pages = "269--280",
}
% ACL-IJCNLP 2021
@inproceedings{liu-etal-2021-competence,
title = {{Competence-based Multimodal Curriculum Learning for Medical Report Generation}},
author = "Liu, Fenglin and
Ge, Shen and
Wu, Xian",
editor = "Zong, Chengqing and
Xia, Fei and
Li, Wenjie and
Navigli, Roberto",
booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)",
month = aug,
year = "2021",
address = "Online",
pages = "3001--3012",
}
% CVPR 2021
@inproceedings{liu-etal-2021-exploring,
author = {Fenglin Liu and
Xian Wu and
Shen Ge and
Wei Fan and
Yuexian Zou},
title = {{Exploring and Distilling Posterior and Prior Knowledge for Radiology
Report Generation}},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {13753--13762},
year = {2021},
timestamp = {Mon, 18 Jul 2022 16:47:41 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiuWG0Z21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% CVPR 2021
@INPROCEEDINGS{wang-etal-2021-self,
author={Wang, Zhanyu and Zhou, Luping and Wang, Lei and Li, Xiu},
booktitle={2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
title={{A Self-boosting Framework for Automated Radiographic Report Generation}},
year={2021},
volume={},
number={},
pages={2433-2442},
}
% ICCV 2021
@INPROCEEDINGS{iccv-2021-visual-textual,
author={Zhou, Yi and Huang, Lei and Zhou, Tao and Fu, Huazhu and Shao, Ling},
booktitle={2021 IEEE/CVF International Conference on Computer Vision (ICCV)},
title={{Visual-textual Attentive Semantic Consistency for Medical Report Generation}},
year={2021},
volume={},
number={},
pages={3965-3974},
}
% NAACL 2021
@inproceedings{miura-etal-2021-improving,
title = "Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation",
author = "Miura, Yasuhide and
Zhang, Yuhao and
Tsai, Emily and
Langlotz, Curtis and
Jurafsky, Dan",
editor = "Toutanova, Kristina and
Rumshisky, Anna and
Zettlemoyer, Luke and
Hakkani-Tur, Dilek and
Beltagy, Iz and
Bethard, Steven and
Cotterell, Ryan and
Chakraborty, Tanmoy and
Zhou, Yichao",
booktitle = "Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
month = jun,
year = "2021",
address = "Online",
pages = "5288--5304",
}
% NeurIPS 2021
@article{liu2021auto,
title={{Auto-encoding Knowledge Graph for Unsupervised Medical Report Generation}},
author={Liu, Fenglin and You, Chenyu and Wu, Xian and Ge, Shen and Sun, Xu and others},
journal={Advances in Neural Information Processing Systems},
volume={34},
pages={16266--16279},
year={2021}
}
% MICCAI 2021
@inproceedings{hou-etal-2021-ratchet,
author = {Benjamin Hou and
Georgios Kaissis and
Ronald M. Summers and
Bernhard Kainz},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {{{RATCHET:} Medical Transformer for Chest X-ray Diagnosis and Reporting}},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {12907},
pages = {293--303},
publisher = {Springer},
year = {2021},
timestamp = {Mon, 03 Jan 2022 22:36:46 +0100},
biburl = {https://dblp.org/rec/conf/miccai/HouKSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% MICCAI 2021
@inproceedings{you-etal-2021-aligntransformer,
author = {Di You and
Fenglin Liu and
Shen Ge and
Xiaoxia Xie and
Jing Zhang and
Xian Wu},
title = {{AlignTransformer: Hierarchical Alignment of Visual Regions and Disease
Tags for Medical Report Generation}},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12903},
pages = {72--82},
year = {2021},
timestamp = {Tue, 21 Dec 2021 17:19:23 +0100},
biburl = {https://dblp.org/rec/conf/miccai/YouLGXZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% ----------YEAR 2022----------
% ACL 2022
@inproceedings{qin-etal-2022-reinforced,
title = {{Reinforced Cross-modal Alignment for Radiology Report Generation}},
author = "Qin, Han and
Song, Yan",
editor = "Muresan, Smaranda and
Nakov, Preslav and
Villavicencio, Aline",
booktitle = "Findings of the Association for Computational Linguistics: ACL 2022",
month = may,
year = "2022",
address = "Dublin, Ireland",
pages = "448--458",
}
% ACL-IJCNLP 2022
@inproceedings{dalla-serra-etal-2022-multimodal,
title = {{Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations}},
author = "Dalla Serra, Francesco and
Clackett, William and
MacKinnon, Hamish and
Wang, Chaoyang and
Deligianni, Fani and
Dalton, Jeff and
O{'}Neil, Alison Q.",
booktitle = "Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)",
month = nov,
year = "2022",
address = "Online only",
pages = "615--624",
}
% BIBM 2022
@INPROCEEDINGS{icbb-2022-yu-etal-clinically-coherent,
author={Yu, Hang and Zhang, Qingchen},
booktitle={2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)},
title={{Clinically Coherent Radiology Report Generation with Imbalanced Chest X-rays}},
year={2022},
volume={},
number={},
pages={1781-1786},
}
% BMVC 2022
@inproceedings{nazarov-etal-2022-importance,
author = {Otabek Nazarov and
Mohammad Yaqub and
Karthik Nandakumar},
title = {{On the Importance of Image Encoding in Automated Chest X-Ray Report
Generation}},
booktitle = {33rd British Machine Vision Conference 2022, {BMVC} 2022, London,
UK, November 21-24, 2022},
pages = {475},
year = {2022},
timestamp = {Thu, 16 Feb 2023 16:15:43 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/NazarovYN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% COLING 2022
@inproceedings{you-etal-2022-jpg,
title = {{JPG - Jointly Learn to Align: Automated Disease Prediction and Radiology Report Generation}},
author = "You, Jingyi and
Li, Dongyuan and
Okumura, Manabu and
Suzuki, Kenji",
editor = "Calzolari, Nicoletta and
Huang, Chu-Ren and
Kim, Hansaem and
Pustejovsky, James and
Wanner, Leo and
Choi, Key-Sun and
Ryu, Pum-Mo and
Chen, Hsin-Hsi and
Donatelli, Lucia and
Ji, Heng and
Kurohashi, Sadao and
Paggio, Patrizia and
Xue, Nianwen and
Kim, Seokhwan and
Hahm, Younggyun and
He, Zhong and
Lee, Tony Kyungil and
Santus, Enrico and
Bond, Francis and
Na, Seung-Hoon",
booktitle = "Proceedings of the 29th International Conference on Computational Linguistics",
month = oct,
year = "2022",
pages = "5989--6001",
}
% CVPR 2022
@INPROCEEDINGS{li-etal-2022-cross-modal,
author={Li, Mingjie and Cai, Wenjia and Verspoor, Karin and Pan, Shirui and Liang, Xiaodan and Chang, Xiaojun},
booktitle={2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
title={{Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation}},
year={2022},
volume={},
number={},
pages={20624-20633},
}
% ECCV 2022
@inbook{wang2022cross,
title = "Cross-Modal Prototype Driven Network for Radiology Report Generation",
keywords = "Radiology report generation, Cross-modal pattern learning, Prototype learning, Transformers",
author = "Jun Wang and Abhir Bhalerao and Yulan He",
year = "2022",
language = "English",
isbn = "978-3-031-19832-8",
volume = "13695",
series = "Lecture Notes in Computer Science",
pages = "563--579",
booktitle = "ECCV 2022",
}
% EMNLP 2022
@inproceedings{nishino-etal-2022-factual,
title = "{{Factual Accuracy is not Enough: Planning Consistent Description Order for Radiology Report Generation}}",
author = "Nishino, Toru and
Miura, Yasuhide and
Taniguchi, Tomoki and
Ohkuma, Tomoko and
Suzuki, Yuki and
Kido, Shoji and
Tomiyama, Noriyuki",
booktitle = "Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing",
month = dec,
year = "2022",
address = "Abu Dhabi, United Arab Emirates",
pages = "7123--7138",
}
% EMNLP 2022
@inproceedings{delbrouck-etal-2022-improving,
title = "{{Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards}}",
author = "Delbrouck, Jean-Benoit and
Chambon, Pierre and
Bluethgen, Christian and
Tsai, Emily and
Almusa, Omar and
Langlotz, Curtis",
booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2022",
month = dec,
year = "2022",
address = "Abu Dhabi, United Arab Emirates",
pages = "4348--4360",
}
% IEEE Journal of Biomedical and Health Informatics 2022
@ARTICLE{bhi-2022-yan-etal-prior-guided,
author={Yan, Bin and Pei, Mingtao and Zhao, Meng and Shan, Caifeng and Tian, Zhaoxing},
journal={IEEE Journal of Biomedical and Health Informatics},
title={{Prior Guided Transformer for Accurate Radiology Reports Generation}},
year={2022},
volume={26},
number={11},
pages={5631-5640},
}
% MIA 2022
@article{yang-etal-2022-knowledge,
author = {Shuxin Yang and
Xian Wu and
Shen Ge and
S. Kevin Zhou and
Li Xiao},
title = {{Knowledge Matters: Chest Radiology Report Generation with General
and Specific Knowledge}},
journal = {Medical Image Anal.},
volume = {80},
pages = {102510},
year = {2022},
timestamp = {Mon, 24 Oct 2022 20:51:37 +0200},
biburl = {https://dblp.org/rec/journals/mia/YangWGZX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% MICCAI 2022
@inproceedings{kong-etal-2022-transq,
author = {Ming Kong and
Zhengxing Huang and
Kun Kuang and
Qiang Zhu and
Fei Wu},
title = {{TranSQ: Transformer-Based Semantic Query for Medical Report Generation}},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {13438},
pages = {610--620},
publisher = {Springer},
year = {2022},
timestamp = {Mon, 26 Jun 2023 20:39:35 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KongHKZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% MICCAI 2022
@inproceedings{li-etal-2022-self-guided,
author = {Jun Li and
Shibo Li and
Ying Hu and
Huiren Tao},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {{A Self-guided Framework for Radiology Report Generation}},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {13438},
pages = {588--598},
year = {2022},
timestamp = {Sat, 30 Sep 2023 09:52:48 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LiLHT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% MICCAI 2022
@inproceedings{sun-etal-2022-lesion-guided,
author = {Jinghan Sun and
Dong Wei and
Liansheng Wang and
Yefeng Zheng},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Lesion Guided Explainable Few Weak-Shot Medical Report Generation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13435},
pages = {615--625},
publisher = {Springer},
year = {2022},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/SunWWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% MICCAI 2022
@inproceedings{tanwani-etal-2022-repsnet,
author = {Ajay Kumar Tanwani and
Joelle K. Barral and
Daniel Freedman},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {RepsNet: Combining Vision with Language for Automated Medical Reports},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13435},
pages = {714--724},
publisher = {Springer},
year = {2022},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/TanwaniBF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% MICCAI 2022
@inproceedings{wang-etal-2022-inclusive,
author = {Lin Wang and
Munan Ning and
Donghuan Lu and
Dong Wei and
Yefeng Zheng and
Jie Chen},
title = {{An Inclusive Task-Aware Framework for Radiology Report Generation}},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {13438},
pages = {568--577},
year = {2022},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/WangNLWZC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% MICCAI 2022
@inproceedings{wang-etal-2022-semantic-assisted,
author = {Zhanyu Wang and
Mingkang Tang and
Lei Wang and
Xiu Li and
Luping Zhou},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {{A Medical Semantic-Assisted Transformer for Radiographic Report Generation}},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13433},
pages = {655--664},
publisher = {Springer},
year = {2022},
timestamp = {Tue, 07 Nov 2023 15:17:56 +0100},
biburl = {https://dblp.org/rec/conf/miccai/WangTWLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% MICCAI 2022
@InProceedings{10.1007/978-3-031-16449-1_48,
author = "Lin, Chen and Zheng, Shuai and Liu, Zhizhe and Li, Youru and Zhu, Zhenfeng and Zhao, Yao",
editor = "Wang, Linwei and Dou, Qi and Fletcher, P. Thomas and Speidel, Stefanie and Li, Shuo",
title = "SGT: Scene Graph-Guided Transformer for Surgical Report Generation",
booktitle = "Medical Image Computing and Computer Assisted Intervention -- MICCAI 2022",
year = "2022",
publisher = "Springer Nature Switzerland",
address = "Cham",
pages = "507--518",
isbn = "978-3-031-16449-1"
}
% arXiv 2022
@article{wang-etal-2022-camanet,
author = {Jun Wang and
Abhir Bhalerao and
Terry Yin and
Simon See and
Yulan He},
title = {{CAMANet: Class Activation Map Guided Attention Network for Radiology
Report Generation}},
journal = {CoRR},
volume = {abs/2211.01412},
year = {2022},
eprinttype = {arXiv},
eprint = {2211.01412},
timestamp = {Fri, 04 Nov 2022 13:48:49 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01412.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% arXiv 2022
@article{xu-etal-2022-hybrid,
author = {Wenting Xu and
Zhenghua Xu and
Junyang Chen and
Chang Qi and
Thomas Lukasiewicz},
title = {{Hybrid Reinforced Medical Report Generation with M-Linear Attention
and Repetition Penalty}},
journal = {CoRR},
volume = {abs/2210.13729},
year = {2022},
eprinttype = {arXiv},
eprint = {2210.13729},
timestamp = {Fri, 28 Oct 2022 14:21:57 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% arXiv 2022
@article{kale2022knowledge,
author = {Kaveri Kale and
Pushpak Bhattacharyya and
Aditya Shetty and
Milind Gune and
Kush Shrivastava and
Rustom Lawyer and
Spriha Biswas},
title = {{Knowledge Graph Construction and Its Application in Automatic Radiology
Report Generation from Radiologist's Dictation}},
journal = {CoRR},
volume = {abs/2206.06308},
year = {2022},
eprinttype = {arXiv},
eprint = {2206.06308},
timestamp = {Mon, 20 Jun 2022 12:59:17 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-06308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% --------YEAR 2023----------
% ACL 2023
@inproceedings{kale-etal-2023-kgvl,
title = {{{KGVL}-{BART}: Knowledge Graph Augmented Visual Language {BART} for Radiology Report Generation}},
author = "Kale, Kaveri and
Bhattacharyya, Pushpak and
Gune, Milind and
Shetty, Aditya and
Lawyer, Rustom",
editor = "Vlachos, Andreas and
Augenstein, Isabelle",
booktitle = "Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics",
month = may,
year = "2023",
address = "Dubrovnik, Croatia",
pages = "3401--3411",
}
% ACL 2023
@inproceedings{hou-etal-2023-organ,
title = {{ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning}},
author = "Hou, Wenjun and
Xu, Kaishuai and
Cheng, Yi and
Li, Wenjie and
Liu, Jiang",
editor = "Rogers, Anna and
Boyd-Graber, Jordan and
Okazaki, Naoaki",
booktitle = "Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
month = jul,
year = "2023",
address = "Toronto, Canada",
pages = "8108--8122",
}
% ACL 2023
@inproceedings{kale-etal-2023-replace,
title = {{Replace and Report: {NLP} Assisted Radiology Report Generation}},
author = "Kale, Kaveri and
Bhattacharyya, Pushpak and
Jadhav, Kshitij",
editor = "Rogers, Anna and
Boyd-Graber, Jordan and
Okazaki, Naoaki",
booktitle = "Findings of the Association for Computational Linguistics: ACL 2023",
month = jul,
year = "2023",
address = "Toronto, Canada",
pages = "10731--10742",
}
% AMI 2023
@article{warm-starting,
title = {{Improving Chest X-ray Report Generation by Leveraging Warm Starting}},
journal = {Artificial Intelligence in Medicine},
volume = {144},
pages = {102633},
year = {2023},
issn = {0933-3657},
author = {Aaron Nicolson and Jason Dowling and Bevan Koopman},
keywords = {Chest X-ray report generation, Image captioning, Multi-modal learning, Warm starting},
}
% CVPR 2023
@INPROCEEDINGS{li-etal-2023-dynamic,
author = {M. Li and B. Lin and Z. Chen and H. Lin and X. Liang and X. Chang},
booktitle = {2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
title = {{Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation}},
year = {2023},
pages = {3334-3343},
keywords = {training;visualization;neural networks;mimics;knowledge graphs;radiology;pattern recognition},
address = {Los Alamitos, CA, USA},
month = {jun},
}
% CVPR 2023
@inproceedings{huang-etal-2023-kiut,
author = {Zhongzhen Huang and
Xiaofan Zhang and
Shaoting Zhang},
title = {{KiUT: Knowledge-injected U-Transformer for Radiology Report Generation}},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {19809--19818},
publisher = {{IEEE}},
year = {2023},
timestamp = {Mon, 02 Oct 2023 15:15:01 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/Huang0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% CVPR 2023
@inproceedings{tanida-etal-2023-interactive,
author = {Tim Tanida and
Philip M{\"{u}}ller and
Georgios Kaissis and
Daniel Rueckert},
title = {{Interactive and Explainable Region-guided Radiology Report Generation}},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {7433--7442},
year = {2023},
timestamp = {Mon, 28 Aug 2023 16:14:40 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/TanidaMKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% CVPR 2023
@inproceedings{wang-etal-2023-metransformer,
author = {Zhanyu Wang and
Lingqiao Liu and
Lei Wang and
Luping Zhou},
title = {{METransformer: Radiology Report Generation by Transformer with Multiple
Learnable Expert Tokens}},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {11558--11567},
year = {2023},
timestamp = {Tue, 29 Aug 2023 15:44:40 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WangLWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
% EMNLP 2023
@inproceedings{wang-etal-2023-fine,
title = "Fine-grained Medical Vision-Language Representation Learning for Radiology Report Generation",
author = "Wang, Siyuan and
Peng, Bo and
Liu, Yichao and
Peng, Qi",
editor = "Bouamor, Houda and
Pino, Juan and
Bali, Kalika",
booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing",
month = dec,
year = "2023",
address = "Singapore",
pages = "15949--15956",
}
% EMNLP 2023
@inproceedings{hou-etal-2023-recap,
title = "{RECAP}: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning",
author = "Hou, Wenjun and
Cheng, Yi and
Xu, Kaishuai and
Li, Wenjie and
Liu, Jiang",
editor = "Bouamor, Houda and
Pino, Juan and
Bali, Kalika",
booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2023",
month = dec,
year = "2023",
address = "Singapore",
pages = "2134--2147",
}
% EMNLP 2023
@inproceedings{yan-etal-2023-style,
title = "Style-Aware Radiology Report Generation with {R}ad{G}raph and Few-Shot Prompting",
author = "Yan, Benjamin and