Exploring different strategies for imbalanced ADME data problem: case study on Caco-2 permeability modeling

Prediction of Caco-2 Cell Permeability Using Bilinear Indices and Multiple Linear Regression

(2015) Huong Le-Thi-Thu et al.   Letters in Drug Design & Discovery

Variability of permeability estimation from different protocols of subculture and transport experiments in cell monolayers

(2015) Davinia Oltra-Noguera et al.   JOURNAL OF PHARMACOLOGICAL AND TOXICOLOGICAL METHODS

A Rational Workflow for Sequential Virtual Screening of Chemical Libraries on Searching for New Tyrosinase Inhibitors

(2014) Huong Le-Thi-Thu et al.   CURRENT TOPICS IN MEDICINAL CHEMISTRY

Coping with Unbalanced Class Data Sets in Oral Absorption Models

(2013) Danielle Newby et al.   Journal of Chemical Information and Modeling

The Use of Rule-Based and QSPR Approaches in ADME Profiling: A Case Study on Caco-2 Permeability

(2013) Hai Pham-The et al.   Molecular Informatics

Provisional Classification and in Silico Study of Biopharmaceutical System Based on Caco-2 Cell Permeability and Dose Number

(2013) Hai Pham-The et al.   MOLECULAR PHARMACEUTICS

Biowaiver Monograph for Immediate-Release Solid Oral Dosage Forms: Acetylsalicylic Acid

(2012) Jennifer B. Dressman et al.   JOURNAL OF PHARMACEUTICAL SCIENCES

QSPR in Oral Bioavailability: Specificity or Integrality?

(2012) M. A. Cabrera-Perez et al.   MINI-REVIEWS IN MEDICINAL CHEMISTRY

An In Silico Classification Model for Putative ABCC2 Substrates

(2012) Marta Pinto et al.   Molecular Informatics

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

A Comparative Study of Nonlinear Machine Learning for the “In Silico” Depiction of Tyrosinase Inhibitory Activity from Molecular Structure

(2011) Huong Le-Thi-Thu et al.   Molecular Informatics

In Silico Prediction of Caco-2 Cell Permeability by a Classification QSAR Approach

(2011) Hai Pham The et al.   Molecular Informatics

QSAR models for tyrosinase inhibitory activity description applying modern statistical classification techniques: A comparative study

(2010) Huong Le-Thi-Thu et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

The Developability Classification System: Application of Biopharmaceutics Concepts to Formulation Development

(2010) James M. Butler et al.   JOURNAL OF PHARMACEUTICAL SCIENCES

Boosting support vector machines for imbalanced data sets

(2009) Benjamin X. Wang et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Phylogenetic structure of angiosperm communities during tropical forest succession

(2009) S. G. Letcher   PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Virtual screening of bioassay data

(2009) Amanda C Schierz   Journal of Cheminformatics

Variability in Caco-2 and MDCK Cell-Based Intestinal Permeability Assays

(2007) Donna A. Volpe   JOURNAL OF PHARMACEUTICAL SCIENCES