Fetching the paper…
Reading the bibliography…
Sharing medical reports is essential for patient-centered care.
MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs
Johnson, A. E.; Pollard, T. J.; Greenbaum, N. R.; Lungren, M. P.; Deng, C.-y.; Peng, Y.; Lu, Z.; Mark, R. G.; Berkowitz, S. J.; and Horng, S. 2019 · 1901
Earlier work this paper cites.
Addressing data bias problems for chest x-ray image report generation
Harzig, P.; Chen, Y.-Y.; Chen, F.; and Lienhart, R. 2019 · 1908
Earlier work this paper cites.
Ctrl: A conditional transformer language model for controllable generation
Keskar, N. S.; McCann, B.; Varshney, L. R.; Xiong, C.; and Socher, R. 2019 · 1909
Earlier work this paper cites.
The impact of patient-centered care on outcomes
Stewart, M.; Brown, J.; Donner, A.; McWhinney, I.; Oates, J.; Weston, W.; and Jordan, J. 2000 · 2000
Earlier work this paper cites.
Shen, D.; Zheng, M.; Shen, Y.; Qu, Y.; and Chen, W. 2020 · 2009
Earlier work this paper cites.
Noise-contrastive estimation: A new estimation principle for unnormalized statistical models
Gutmann, M.; and Hyvärinen, A. 2010 · 2010
Earlier work this paper cites.
Recent measures to improve radiology reporting: perspectives from primary care physicians
Gunn, A. J.; Sahani, D. V.; Bennett, S. E.; and Choy, G. 2013 · 2013
Earlier work this paper cites.
Patient-centered medicine: transforming the clinical method
Stewart, M.; Brown, J. B.; Weston, W.; McWhinney, I. R.; McWilliam, C. L.; and Freeman, T. 2013 · 2013
Earlier work this paper cites.
The Malpractice Liability of Radiology Reports: Minimizing the Risk
Srinivasa Babu, A.; and Brooks, M. L. 2015 · 2015
Earlier work this paper cites.
Preparing a collection of radiology examinations for distribution and retrieval
Demner-Fushman, D.; Kohli, M. D.; Rosenman, M. B.; Shooshan, S. E.; Rodriguez, L.; Antani, S.; Thoma, G. R.; and McDonald, C. J. 2016 · 2016
Earlier work this paper cites.
PORTER: a prototype system for patient-oriented radiology reporting
Oh, S. C.; Cook, T. S.; and Kahn, C. E. 2016 · 2016
Earlier work this paper cites.
What is patient-centered care?
Catalyst, N. 2017 · 2017
Earlier work this paper cites.
Text simplification using consumer health vocabulary to generate patient-centered radiology reporting: translation and evaluation
Qenam, B.; Kim, T. Y.; Carroll, M. J.; Hogarth, M.; et al. 2017 · 2017
Cited alongside, same era.
Hybrid retrieval-generation reinforced agent for medical image report generation
Li, Y.; Liang, X.; Hu, Z.; and Xing, E. P. 2018 · 2018
Cited alongside, same era.
UMAP: Uniform Manifold Approximation and Projection
McInnes, L.; Healy, J.; Saul, N.; and Großberger, L. 2018 · 2018
Cited alongside, same era.
Radiology reporting: current practices and an introduction to patient-centered opportunities for improvement
Mityul, M. I.; Gilcrease-Garcia, B.; Mangano, M. D.; Demertzis, J. L.; and Gunn, A. J. 2018 · 2018
Cited alongside, same era.
Representation learning with contrastive predictive coding
Oord, A. v. d.; Li, Y.; and Vinyals, O. 2018 · 2018
Cited alongside, same era.
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
Lewis, M.; Liu, Y.; Goyal, N.; Ghazvininejad, M.; Mohamed, A.; Levy, O.; Stoyanov, V.; and Zettlemoyer, L. 2020 · 2020
Later among the works it cites.
Hidden stratification causes clinically meaningful failures in machine learning for medical imaging
Oakden-Rayner, L.; Dunnmon, J.; Carneiro, G.; and Ré, C. 2020 · 2020
Later among the works it cites.
CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding
Qu, Y.; Shen, D.; Shen, Y.; Sajeev, S.; Chen, W.; and Han, J. 2020 · 2020
Later among the works it cites.
Masked Language Model Scoring
Salazar, J.; Liang, D.; Nguyen, T. Q.; and Kirchhoff, K. 2020 · 2020
Later among the works it cites.
No subclass left behind: Fine-grained robustness in coarse-grained classification problems
Sohoni, N.; Dunnmon, J.; Angus, G.; Gu, A.; and Ré, C. 2020 · 2020
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation
Dai, N.; Liang, J.; Qiu, X.; and Huang, X.-J. 2019 · 2019
Cited alongside, same era.
Plug and Play Language Models: A Simple Approach to Controlled Text Generation
Dathathri, S.; Madotto, A.; Lan, J.; Hung, J.; Frank, E.; Molino, P.; Yosinski, J.; and Liu, R. 2019 · 2019
Cited alongside, same era.
Chexpert: A large chest radiograph dataset with uncertainty labels and expert comparison
Irvin, J.; Rajpurkar, P.; Ko, M.; Yu, Y.; Ciurea-Ilcus, S.; Chute, C.; Marklund, H.; Haghgoo, B.; Ball, R.; Shpanskaya, K.; et al. 2019 · 2019
Cited alongside, same era.
Generating Radiology Reports via Memory-driven Transformer
Chen, Z.; Song, Y.; Chang, T.-H.; and Wan, X. 2020 · 2020
Cited alongside, same era.
Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks
Gururangan, S.; Marasović, A.; Swayamdipta, S.; Lo, K.; Beltagy, I.; Downey, D.; and Smith, N. A. 2020 · 2020
Cited alongside, same era.
How to Create a Great Radiology Report
Hartung, M. P.; Bickle, I. C.; Gaillard, F.; and Kanne, J. P. 2020 · 2020
Cited alongside, same era.
Supervised contrastive learning
Khosla, P.; Teterwak, P.; Wang, C.; Sarna, A.; Tian, Y.; Isola, P.; Maschinot, A.; Liu, C.; and Krishnan, D. 2020 · 2020
Cited alongside, same era.
Detect and Perturb: Neutral Rewriting of Biased and Sensitive Text via Gradient-based Decoding
He, Z.; Majumder, B. P.; and McAuley, J. 2021 · 2021
Later among the works it cites.
Self-Guided Contrastive Learning for BERT Sentence Representations
Kim, T.; Yoo, K. M.; and Lee, S.-g. 2021 · 2021
Later among the works it cites.
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation
Yan, A.; He, Z.; Lu, X.; Du, J.; Chang, E.; Gentili, A.; McAuley, J.; and Hsu, C.-n. 2021 · 2021
Later among the works it cites.
FUDGE: Controlled Text Generation With Future Discriminators
Yang, K.; and Klein, D. 2021 · 2021
Later among the works it cites.
Self-supervised knowledge assimilation for expert-layman text style transfer
Xu, W.; Saxon, M.; Sra, M.; and Wang, W. Y. 2022 · 2022
Later among the works it cites.
Visualize Before You Write: Imagination-Guided Open-Ended Text Generation
Zhu, W.; Yan, A.; Lu, Y.; Xu, W.; Wang, X. E.; Eckstein, M.; and Wang, W. Y. 2022 · 2022
Later among the works it cites.