most citedDeep learning for in vitro prediction of pharmaceutical formulations

179 citations · 543 across the 10 of their papers we have counts for

collaborators

10 papers

cs.LG2018★ 125 cited

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…

cs.LG2018★ 179 cited

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…

cs.SE2018★ 43 cited

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…

cs.SE2018★ 34 cited

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…

cs.SE2018★ 11 cited

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…

cs.SE2018★ 4 cited

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…

cs.SE2018★ 55 cited

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…

stat.ML2018★ 91 cited

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…

cs.SE2011

Saying HelloWorld with QVTR-XSLT - A Solution to the TTC 2011 Instructive Case

Dan Li, Xiaoshan Li, Volker Stolz

In this short paper we present our solution for the Hello World case study of the Transformation Tool Contest (TTC) 2011 using the QVTR-XSLT tool. The tool supports editing and exe…

cs.SE2011★ 1 cited

Solving the TTC 2011 Compiler Optimization Case with QVTR-XSLT

Dan Li, Xiaoshan Li, Volker Stolz

In this short paper we present our solution for the Compiler Optimization case study of the Transformation Tool Contest (TTC) 2011 using the QVTR-XSLT tool. The tool supports editi…