Yifan Peng
2008–2026 年に発表
- 384
- 論文数
- 18,534
- 被引用数
- 57
- h 指数
- 175
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science37.7%
- Medicine37.5%
- Biochemistry, Genetics and Molecular Biology8.8%
- Engineering7.8%
- Physics and Astronomy1.2%
- Neuroscience1%
- その他6%
トピック
- COVID-19 diagnosis using AI9.7%
- Radiomics and Machine Learning in Medical Imaging6.1%
- Topic Modeling6%
- AI in cancer detection4.6%
- Artificial Intelligence in Healthcare and Education3.9%
- Biomedical Text Mining and Ontologies3.6%
- その他66.1%
共著者
- Zhiyong Lu75
- Shinji Watanabe51
- Mingquan Lin33
- Ying Ding30
- Chunhua Weng29
- Ronald M. Summers29
- George Shih25
- Fei Wang23
- Qingyu Chen23
- Justin F. Rousseau21
- Song Wang20
- Gongbo Zhang19
- Siddhant Arora18
- Yanshan Wang17
- Yiliang Zhou17
- Gordon Wetzstein16
- William Chen16
- Brian Yan15
- Emily Y. Chew15
- Jiatong Shi14
- Wolfgang Heidrich14
- Muhammad Shakeel13
- Yui Sudo13
- Zhangyang Wang13
全論文
- ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases
著者: Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Mohammadhadi Bagheri, Ronald M. Summers - IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017 被引用: 3,333
- MIMIC-CXR: A large publicly available database of labeled chest radiographs
著者: Alistair E. W. Johnson, Tom Pollard, Nathaniel R. Greenbaum, Matthew P. Lungren, Chih-Ying Deng, Yifan Peng, Zhiyong Lu, Roger G. Mark, Seth J. Berkowitz, Steven Horng - arXiv (Cornell University), CoRR 2019 被引用: 608
- Neural holography with camera-in-the-loop training
著者: Yifan Peng, Suyeon Choi, Nitish Padmanaban, Gordon Wetzstein - ACM Transactions on Graphics, ACM Trans. Graph. 2020 被引用: 493
- MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs
著者: Juncheng Wu, Wenlong Deng, Xingxuan Li, Sheng Liu, Taomian Mi, Yifan Peng, Ziyang Xu, Yi Liu, Hyunjin Cho, Changin Choi, Yihan Cao, Hui Ren, Xiang Li, Xiaoxiao Li, Yuyin Zhou - ArXiv.org, CoRR 2025 被引用: 85
- Evaluating GPT4 on Impressions Generation in Radiology Reports
著者: Zhaoyi Sun, Hanley Ong, Patrick Kennedy, Liyan Tang, Shirley Chen, Jonathan Elias, Eugene Lucas, George Shih, Yifan Peng - Radiology 2023 被引用: 152
- On The Landscape of Spoken Language Models: A Comprehensive Survey
著者: Siddhant Arora, Kai-Wei Chang, Chung-Ming Chien, Yifan Peng, Haibin Wu, Yossi Adi, Emmanuel Dupoux, Hung-yi Lee, Karen Livescu, Shinji Watanabe - Trans. Mach. Learn. Res. 2025 被引用: 74
- End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging
著者: Vincent Sitzmann, Steven Diamond, Yifan Peng, Xiong Dun, Stephen P. Boyd, Wolfgang Heidrich, Felix Heide, Gordon Wetzstein - ACM Transactions on Graphics, ACM Trans. Graph. 2018 被引用: 465
- Adopting and expanding ethical principles for generative artificial intelligence from military to healthcare
著者: David Oniani, Jordan Hilsman, Yifan Peng, Ronald K. Poropatich, Jeremy C. Pamplin, Gary L. Legault, Yanshan Wang - npj Digital Medicine, npj Digit. Medicine 2023 被引用: 123
- Neural 3D holography: learning accurate wave propagation models for 3D holographic virtual and augmented reality displays
著者: Suyeon Choi, Manu Gopakumar, Yifan Peng, Jonghyun Kim, Gordon Wetzstein - ACM Transactions on Graphics, ACM Trans. Graph. 2021 被引用: 180
- DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus photographs
著者: Yifan Peng, Shazia Dharssi, Qingyu Chen, Tiarnan D. Keenan, Elvira Agrón, Wai T. Wong, Emily Y. Chew, Zhiyong Lu - Ophthalmology 2018 被引用: 356
- ChestX-ray: Hospital-Scale Chest X-ray Database and Benchmarks on Weakly Supervised Classification and Localization of Common Thorax Diseases
著者: Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, Mohammadhadi Bagheri, Ronald M. Summers - Advances in computer vision and pattern recognition, Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics 2019 被引用: 375
- Full-colour 3D holographic augmented-reality displays with metasurface waveguides
著者: Manu Gopakumar, Gun‐Yeal Lee, Suyeon Choi, B. T. Chao, Yifan Peng, Jonghyun Kim, Gordon Wetzstein - Nature 2024 被引用: 281
- Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets
著者: Yifan Peng, Shankai Yan, Zhiyong Lu - BioNLP Workshop and Shared Task, BioNLP@ACL 2019 被引用: 849
- Wirtinger holography for near-eye displays
著者: Praneeth Chakravarthula, Yifan Peng, Joel S. Kollin, Henry Fuchs, Felix Heide - ACM Transactions on Graphics, ACM Trans. Graph. 2019 被引用: 235
- Automated abnormality classification of chest radiographs using deep convolutional neural networks
著者: Yuxing Tang, Youbao Tang, Yifan Peng, Ke Yan, Mohammadhadi Bagheri, Bernadette A. Redd, Catherine J. Brandon, Zhiyong Lu, Mei Han, Jing Xiao, Ronald M. Summers - npj Digital Medicine, npj Digit. Medicine 2020 被引用: 253
- From GPT to DeepSeek: Significant gaps remain in realizing AI in healthcare
著者: Yifan Peng, Bradley Malin, Justin F. Rousseau, Yanshan Wang, Zihan Xu, Xuhai Xu, Chunhua Weng, Jiang Bian - Journal of Biomedical Informatics 2025 被引用: 115
- Decellularized extracellular matrix scaffolds identify full-length collagen VI as a driver of breast cancer cell invasion in obesity and metastasis
著者: Andrew Wishart, Sydney J. Conner, Justinne R. Guarin, Jackson P. Fatherree, Yifan Peng, Rachel A. McGinn, Rebecca Crews, Stephen P. Naber, Martin Hunter, Andrew S. Greenberg, Madeleine J. Oudin - Science Advances 2020 被引用: 191
- Differentiable Compound Optics and Processing Pipeline Optimization for End-to-end Camera Design
著者: Ethan Tseng, Ali Mosleh, Fahim Mannan, Karl St. Arnaud, Avinash Sharma, Yifan Peng, Alexander Braun, Derek Nowrouzezahrai, Jean-François Lalonde, Felix Heide - ACM Transactions on Graphics, ACM Trans. Graph. 2021 被引用: 120
- Evaluating large language models on medical evidence summarization
著者: Liyan Tang, Zhaoyi Sun, Betina Ross S. Idnay, Jordan G. Nestor, Ali Soroush, Pierre A. Elias, Ziyang Xu, Ying Ding, Greg Durrett, Justin F. Rousseau, Chunhua Weng, Yifan Peng - npj Digital Medicine, npj Digit. Medicine 2023 被引用: 367
- Assessing the state of the art in biomedical relation extraction: overview of the BioCreative V chemical-disease relation (CDR) task
著者: Chih-Hsuan Wei, Yifan Peng, Robert Leaman, Allan Peter Davis, Carolyn J. Mattingly, Jiao Li, Thomas C. Wiegers, Zhiyong Lu - Database, Database J. Biol. Databases Curation 2016 被引用: 206
- OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer
著者: Yifan Peng, Jinchuan Tian, William Chen, Siddhant Arora, Brian Yan, Yui Sudo, Muhammad Shakeel, Kwanghee Choi, Jiatong Shi, Xuankai Chang, Jee-weon Jung, Shinji Watanabe - Interspeech 2024 被引用: 37
- AI-generated text may have a role in evidence-based medicine
著者: Yifan Peng, Justin F. Rousseau, Edward H. Shortliffe, Chunhua Weng - Nature Medicine 2023 被引用: 65
- Depth from Defocus with Learned Optics for Imaging and Occlusion-aware Depth Estimation
著者: Hayato Ikoma, Cindy M. Nguyen, Christopher A. Metzler, Yifan Peng, Gordon Wetzstein - IEEE International Conference on Computational Photography (ICCP) 2021 被引用: 57
- Large language models in biomedicine and health: current research landscape and future directions
著者: Zhiyong Lu, Yifan Peng, Trevor Cohen, Marzyeh Ghassemi, Chunhua Weng, Shubo Tian - Journal of the American Medical Informatics Association, J. Am. Medical Informatics Assoc. 2024 被引用: 74
