97 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Peking UniversityCN10 papers
- Chinese Academy of SciencesCN2 papers
- Georgia Institute of TechnologyUS2 papers
- Memorial Sloan Kettering Cancer CenterUS2 papers
- Shanghai Jiao Tong UniversityCN2 papers
- Zhejiang LabCN2 papers
- Aalto UniversityFI1 paper
- Al-Neelain UniversitySD1 paper
- Anhui UniversityCN1 paper
- Arizona State UniversityUS1 paper
- Chongqing UniversityCN1 paper
- Cleveland ClinicUS1 paper
11 papers
The current status of large language models in summarizing radiology report impressions
Danqing Hu, Shanyuan Zhang, Qing Liu +2
Large language models (LLMs) like ChatGPT show excellent capabilities in various natural language processing tasks, especially for text generation. The effectiveness of LLMs in sum…
Zero-shot information extraction from radiological reports using ChatGPT
Danqing Hu, Bing Liu, Xiaofeng Zhu +2
Electronic health records contain an enormous amount of valuable information, but many are recorded in free text. Information extraction is the strategy to transform the sequence o…
Secuer: ultrafast, scalable and accurate clustering of single-cell RNA-seq data
Nana Wei, Yating Nie, Lin Liu +2
Identifying cell clusters is a critical step for single-cell transcriptomics study. Despite the numerous clustering tools developed recently, the rapid growth of scRNA-seq volumes…
High-dimensional Automated Radiation Therapy Treatment Planning via Bayesian Optimization
Qingying Wang, Ruoxi Wang, Jiacheng Liu +4
Radiation therapy treatment planning can be viewed as an iterative hyperparameter tuning process to balance conflicting clinical goals. In this work, we investigated the performanc…
OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines
Aaron Babier, Rafid Mahmood, Binghao Zhang +56
We establish an open framework for developing plan optimization models for knowledge-based planning (KBP) in radiotherapy. Our framework includes reference plans for 100 patients w…
Multitask 3D CBCT-to-CT Translation and Organs-at-Risk Segmentation Using Physics-Based Data Augmentation
Navdeep Dahiya, Sadegh R Alam, Pengpeng Zhang +3
In current clinical practice, noisy and artifact-ridden weekly cone-beam computed tomography (CBCT) images are only used for patient setup during radiotherapy. Treatment planning i…
Surgical Skill Assessment on In-Vivo Clinical Data via the Clearness of Operating Field
Daochang Liu, Tingting Jiang, Yizhou Wang +3
Surgical skill assessment is important for surgery training and quality control. Prior works on this task largely focus on basic surgical tasks such as suturing and knot tying perf…
Unsupervised Surgical Instrument Segmentation via Anchor Generation and Semantic Diffusion
Daochang Liu, Yuhui Wei, Tingting Jiang +4
Surgical instrument segmentation is a key component in developing context-aware operating rooms. Existing works on this task heavily rely on the supervision of a large amount of la…
Cherenkov Radiation Induced by Megavolt X-Ray Beams in the Second Near-Infrared Window
Xiangxi Meng, Yi Du, Ziyuan Li +7
Although the Cherenkov light contains mostly short-wavelength components, it is beneficial in the aspect of imaging to visualize it in the second near-infrared (NIR-II) window. In…
Modeling Three-dimensional Invasive Solid Tumor Growth in Heterogeneous Microenvironment under Chemotherapy
Hang Xie, Yang Jiao, Qihui Fan +8
A systematic understanding of the evolution and growth dynamics of invasive solid tumors in response to different chemotherapy strategies is crucial for the development of individu…
Exact Equivalence between Quantum Adiabatic Algorithm and Quantum Circuit Algorithm
Hongye Yu, Yuliang Huang, Biao Wu
We present a rigorous proof that quantum circuit algorithm can be transformed into quantum adiabatic algorithm with the exact same time complexity. This means that from a quantum c…