Predictive classifier models built from natural products with antimalarial bioactivity using machine learning approach

QSAR based model for discriminating EGFR inhibitors and non-inhibitors using Random forest

(2015) Harinder Singh et al.   Biology Direct

Barriers to new drug development in respiratory disease

(2015) Peter J. Barnes et al.   EUROPEAN RESPIRATORY JOURNAL

Taking advantage of drug resistance

(2014) Darren J. Burgess   NATURE REVIEWS GENETICS

Cheminformatic models based on machine learning for pyruvate kinase inhibitors of Leishmania mexicana

(2013) Salma Jamal et al.   BMC BIOINFORMATICS

Predictive modeling of anti-malarial molecules inhibiting apicoplast formation

(2013) Salma Jamal et al.   BMC BIOINFORMATICS

Drug Discovery Applications for KNIME: An Open Source Data Mining Platform

(2013) Michael P. Mazanetz et al.   CURRENT TOPICS IN MEDICINAL CHEMISTRY

Reducing attrition in drug development: smart loading preclinical safety assessment

(2013) Ruth A. Roberts et al.   DRUG DISCOVERY TODAY

Antimalarial drug resistance: a review of the biology and strategies to delay emergence and spread

(2013) E.Y. Klein   INTERNATIONAL JOURNAL OF ANTIMICROBIAL AGENTS

Recent Developments in Antimalarial Natural Products Isolated from Medicinal Plants

(2013) Yong-Jiang Xu et al.   MINI-REVIEWS IN MEDICINAL CHEMISTRY

Drug attrition during pre-clinical and clinical development: Understanding and managing drug-induced cardiotoxicity

(2013) Nicola Ferri et al.   PHARMACOLOGY & THERAPEUTICS

The Open Access Malaria Box: A Drug Discovery Catalyst for Neglected Diseases

(2013) Thomas Spangenberg et al.   PLoS One

Three Useful Dimensions for Domain Applicability in QSAR Models Using Random Forest

(2012) Robert P. Sheridan   Journal of Chemical Information and Modeling

Antimalarial Activity of Pyrroloiminoquinones from the Australian Marine Sponge Zyzzya sp.

(2012) Rohan A. Davis et al.   JOURNAL OF MEDICINAL CHEMISTRY

Comparison of Different Approaches to Define the Applicability Domain of QSAR Models

(2012) Faizan Sahigara et al.   MOLECULES

Insights into the area under the receiver operating characteristic curve (AUC) as a discrimination measure in species distribution modelling

(2011) Alberto Jiménez-Valverde   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Antiplasmodial Natural Products

(2011) Cláudio R. Nogueira et al.   MOLECULES

Antimalarials from nature

(2009) Kirandeep Kaur et al.   BIOORGANIC & MEDICINAL CHEMISTRY

Plant-Derived Antimalarial Agents: New Leads and Efficient Phytomedicines. Part II. Non-Alkaloidal Natural Products

(2009) Ronan Batista et al.   MOLECULES

PubChem: a public information system for analyzing bioactivities of small molecules

(2009) Y. Wang et al.   NUCLEIC ACIDS RESEARCH

Potential antimalarial activity of indole alkaloids

(2007) Michel Frederich et al.   TRANSACTIONS OF THE ROYAL SOCIETY OF TROPICAL MEDICINE AND HYGIENE