179 citations · 593 across the 10 of their papers we have counts for
10 papers
An Integrated Transfer Learning and Multitask Learning Approach for Pharmacokinetic Parameter Prediction
Zhuyifan Ye, Yilong Yang, Xiaoshan Li +2
Background: Pharmacokinetic evaluation is one of the key processes in drug discovery and development. However, current absorption, distribution, metabolism, excretion prediction mo…
Deep learning for in vitro prediction of pharmaceutical formulations
Yilong Yang, Zhuyifan Ye, Yan Su +3
Current pharmaceutical formulation development still strongly relies on the traditional trial-and-error approach by individual experiences of pharmaceutical scientists, which is la…
Automated Prototype Generation from Formal Requirements Model
Yilong Yang, Xiaoshan Li, Zhiming Liu +3
Prototyping is an effective and efficient way of requirement validation to avoid introducing errors in the early stage of software development. However, manually developing a proto…
MicroShare: Privacy-Preserved Medical Resource Sharing through MicroService Architecture
Yilong Yang, Quan Zu, Peng Liu +2
This paper takes up the problem of medical resource sharing through MicroService architecture without compromising patient privacy. To achieve this goal, we suggest refactoring the…
ServeNet: A Deep Neural Network for Web Services Classification
Yilong Yang, Nafees Qamar, Peng Liu +4
Automated service classification plays a crucial role in service discovery, selection, and composition. Machine learning has been widely used for service classification in recent y…
Integrating UML with Service Refinement for Requirements Modeling and Analysis
Yilong Yang, Jing Yang, Xiaoshan Li
Unified Modeling Language (UML) is the de facto standard for requirements modeling and system design. UML as a visual language can tremendously help customers, project managers, an…
Real-time System Modeling and Verification through Labeled Transition System Analyser (LTSA)
Yilong Yang, Xiaoshan Li, Quan Zu
With the advancement of software engineering in recent years, the model checking techniques are widely applied in various areas to do the verification for the system model. However…
MedShare: Medical Resource Sharing among Autonomous Healthcare Providers
Yilong Yang, Xiaoshan Li, Nafees Qamar +2
Legacy Electronic Health Records (EHRs) systems were not developed with the level of connectivity expected from them nowadays. Therefore, interoperability weakness inherent in the…
Predicting Oral Disintegrating Tablet Formulations by Neural Network Techniques
Run Han, Yilong Yang, Xiaoshan Li +1
Oral Disintegrating Tablets (ODTs) is a novel dosage form that can be dissolved on the tongue within 3min or less especially for geriatric and pediatric patients. Current ODT formu…
Anonymously Analyzing Clinical Datasets
Nafees Qamar, Yilong Yang, Andras Nadas +2
This paper takes on the problem of automatically identifying clinically-relevant patterns in medical datasets without compromising patient privacy. To achieve this goal, we treat d…