Integrated in silico formulation design of self-emulsifying drug delivery systems

Predicting drug/phospholipid complexation by the lightGBM method

(2020) Haoshi Gao et al.   CHEMICAL PHYSICS LETTERS

Digital Pharmaceutical Sciences

(2020) Safa A. Damiati   AAPS PHARMSCITECH

Can machine learning predict drug nanocrystals?

(2020) Yuan He et al.   JOURNAL OF CONTROLLED RELEASE

An integrated computational methodology with data-driven machine learning, molecular modeling and PBPK modeling to accelerate solid dispersion formulation design

(2020) Hanlu Gao et al.   EUROPEAN JOURNAL OF PHARMACEUTICS AND BIOPHARMACEUTICS

Orally administered self-emulsifying drug delivery system in disease management: advancement and patents

(2020) Vijay Mishra et al.   Expert Opinion on Drug Delivery

Mechanistic Understanding From Molecular Dynamics Simulation in Pharmaceutical Research 1: Drug Delivery

(2020) Alex Bunker et al.   Frontiers in Molecular Biosciences

Combining amorphous solid dispersions for improved kinetic solubility of posaconazole simultaneously released from soluble PVP/VA64 and an insoluble ammonio methacrylate copolymer

(2019) Lucas José de Alencar Danda et al.   EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES

Predicting Complexation Performance between Cyclodextrins and Guest Molecules by Integrated Machine learning and Molecular Modeling Techniques

(2019) Qianqian Zhao et al.   Acta Pharmaceutica Sinica B

Predicting physical stability of solid dispersions by machine learning techniques

(2019) Run Han et al.   JOURNAL OF CONTROLLED RELEASE

The novel platinum(IV) prodrug with self-assembly property and structure-transformable character against triple-negative breast cancer

(2019) Conglian Yang et al.   BIOMATERIALS

Metronidazole/Hydroxypropyl-β-Cyclodextrin inclusion complex nanofibrous webs as fast-dissolving oral drug delivery system

(2019) Asli Celebioglu et al.   INTERNATIONAL JOURNAL OF PHARMACEUTICS

An Overview on Protein Fold Classification via Machine Learning Approach

(2018) Xiaoyu Tian et al.   Current Proteomics

Differentially private Naive Bayes learning over multiple data sources

(2018) Tong Li et al.   INFORMATION SCIENCES

Development of solidified self-microemulsifying drug delivery systems containing l -tetrahydropalmatine: Design of experiment approach and bioavailability comparison

(2018) Nguyen-Thach Tung et al.   INTERNATIONAL JOURNAL OF PHARMACEUTICS

Computer-Aided Formulation Design for a Highly Soluble Lutein–Cyclodextrin Multiple-Component Delivery System

(2018) Qianqian Zhao et al.   MOLECULAR PHARMACEUTICS

Development and Evaluation of Raloxifene-Hydrochloride-Loaded Supersaturatable SMEDDS Containing an Acidifier

(2018) Jong-Hwa Lee et al.   Pharmaceutics

Survey of Machine Learning Techniques in Drug Discovery

(2018) Natalie Stephenson et al.   CURRENT DRUG METABOLISM

BCS class IV drugs: Highly notorious candidates for formulation development

(2017) Rohan Ghadi et al.   JOURNAL OF CONTROLLED RELEASE

Nano-formulations of drugs: Recent developments, impact and challenges

(2016) Jaison Jeevanandam et al.   BIOCHIMIE

Controversies with self-emulsifying drug delivery system from pharmacokinetic point of view

(2016) Bappaditya Chatterjee et al.   DRUG DELIVERY

Study on density peaks clustering based on k-nearest neighbors and principal component analysis

(2016) Mingjing Du et al.   KNOWLEDGE-BASED SYSTEMS

Development of Solid Self-Emulsifying Formulation for Improving the Oral Bioavailability of Erlotinib

(2015) Duy Hieu Truong et al.   AAPS PHARMSCITECH

Quantitative structure–activity relationship: promising advances in drug discovery platforms

(2015) Tao Wang et al.   Expert Opinion on Drug Discovery

Tools for Early Prediction of Drug Loading in Lipid-Based Formulations

(2015) Linda C. Alskär et al.   MOLECULAR PHARMACEUTICS

Development and Evaluation of Liquid and Solid Self-Emulsifying Drug Delivery Systems for Atorvastatin

(2015) Anna Czajkowska-Kośnik et al.   MOLECULES

Clinical overview of metronomic chemotherapy in breast cancer

(2015) Elisabetta Munzone et al.   Nature Reviews Clinical Oncology

A simple QSPR model to predict aqueous solubility of drugs

(2015) A. Shayanfar et al.   JOURNAL OF DRUG DELIVERY SCIENCE AND TECHNOLOGY

Comparison of a solid SMEDDS and solid dispersion for enhanced stability and bioavailability of clopidogrel napadisilate

(2014) Dong Wuk Kim et al.   CARBOHYDRATE POLYMERS

Investigating the role of cholesterol in the formation of non-ionic surfactant based bilayer vesicles: Thermal analysis and molecular dynamics

(2013) Jitinder S. Wilkhu et al.   INTERNATIONAL JOURNAL OF PHARMACEUTICS

Investigating the molecular structures of solid dispersions by the simulated annealing method

(2012) Defang Ouyang   CHEMICAL PHYSICS LETTERS

Role of excipients in successful development of self-emulsifying/microemulsifying drug delivery system (SEDDS/SMEDDS)

(2012) Md. Akhlaquer Rahman et al.   DRUG DEVELOPMENT AND INDUSTRIAL PHARMACY

Multiple Imputation for Missing Data via Sequential Regression Trees

(2010) L. F. Burgette et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

A decision tree method for building energy demand modeling

(2010) Zhun Yu et al.   ENERGY AND BUILDINGS

Enhanced oral bioavailability of dexibuprofen by a novel solid Self-emulsifying drug delivery system (SEDDS)

(2009) Prabagar Balakrishnan et al.   EUROPEAN JOURNAL OF PHARMACEUTICS AND BIOPHARMACEUTICS