338 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- The University of Texas MD Anderson Cancer CenterUS17 papers
- The University of Texas Health Science CenterUS15 papers
- Yale UniversityUS13 papers
- Rice UniversityUS12 papers
- Fudan UniversityCN7 papers
- Harvard UniversityUS7 papers
- Mayo Clinic in FloridaUS7 papers
- National Institutes of HealthUS6 papers
- University of PennsylvaniaUS6 papers
- Texas A&M UniversityUS5 papers
- Baylor College of MedicineUS4 papers
- Cornell UniversityUS4 papers
10 papers · 1 filter
Optimization of FLASH Proton Beams Using a Track-Repeating Algorithm
Qianxia Wang, Uwe Titt, Radhe Mohan +4
Methods: A phase space file in a plane at 202 mm downstream of the beam exit window is generated through tuning parameters to match FDC results with measured or MCNPX Monte Carlo-s…
Cross-Vendor CT Image Data Harmonization Using CVH-CT
Md Selim, Jie Zhang, Baowei Fei +3
While remarkable advances have been made in Computed Tomography (CT), most of the existing efforts focus on imaging enhancement while reducing radiation dose. How to harmonize CT i…
Scalable Causal Structure Learning: Scoping Review of Traditional and Deep Learning Algorithms and New Opportunities in Biomedicine
Pulakesh Upadhyaya, Kai Zhang, Can Li +2
Causal structure learning refers to a process of identifying causal structures from observational data, and it can have multiple applications in biomedicine and health care. This p…
Deep learning-based NLP Data Pipeline for EHR Scanned Document Information Extraction
Enshuo Hsu, Ioannis Malagaris, Yong-Fang Kuo +2
Scanned documents in electronic health records (EHR) have been a challenge for decades, and are expected to stay in the foreseeable future. Current approaches for processing often…
Expressing and Executing Informed Consent Permissions Using SWRL: The All of Us Use Case
Muhammad Amith, Marcelline R. Harris, Cooper Stansbury +3
The informed consent process is a complicated procedure involving permissions as well a variety of entities and actions. In this paper, we discuss the use of Semantic Web Rule Lang…
A Bayesian group sequential schema for ordinal endpoints
Chengxue Zhong, Haitao Pan, Hongyu Miao
The ordinal endpoint is prevalent in clinical studies. For example, for the COVID-19, the most common endpoint used was 7-point ordinal scales. Another example is in phase II cance…
Dynamic investment portfolio optimization using a Multivariate Merton Model with Correlated Jump Risk
Bahareh Afhami, Mohsen Rezapour, Mohsen Madadi +1
In this paper, we are concerned with the optimization of a dynamic investment portfolio when the securities which follow a multivariate Merton model with dependent jumps are period…
Secure Human Action Recognition by Encrypted Neural Network Inference
Miran Kim, Xiaoqian Jiang, Kristin Lauter +2
Advanced computer vision technology can provide near real-time home monitoring to support "aging in place" by detecting falls and symptoms related to seizures and stroke. Affordabl…
COVID-19 Smart Chatbot Prototype for Patient Monitoring
Hannah Lei, Weiqi Lu, Alan Ji +4
Many COVID-19 patients developed prolonged symptoms after the infection, including fatigue, delirium, and headache. The long-term health impact of these conditions is still not cle…
Generalized and Transferable Patient Language Representation for Phenotyping with Limited Data
Yuqi Si, Elmer V Bernstam, Kirk Roberts
The paradigm of representation learning through transfer learning has the potential to greatly enhance clinical natural language processing. In this work, we propose a multi-task p…