Development of models for classification of action between heat-clearing herbs and blood-activating stasis-resolving herbs based on theory of traditional Chinese medicine

Machine learning for LC–MS medicinal plants identification

(2016) D.V. Nazarenko et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

A review of the applications of data mining and machine learning for the prediction of biomedical properties of nanoparticles

(2016) David E. Jones et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Tracking medical genetic literature through machine learning

(2016) Aaron T. Bornstein et al.   MOLECULAR GENETICS AND METABOLISM

Applications of Deep Learning in Biomedicine

(2016) Polina Mamoshina et al.   MOLECULAR PHARMACEUTICS

Deep Learning Applications for Predicting Pharmacological Properties of Drugs and Drug Repurposing Using Transcriptomic Data

(2016) Alexander Aliper et al.   MOLECULAR PHARMACEUTICS

Machine-learning-assisted materials discovery using failed experiments

(2016) Paul Raccuglia et al.   NATURE

Binary classification SVM-based algorithms with interval-valued training data using triangular and Epanechnikov kernels

(2016) Lev V. Utkin et al.   NEURAL NETWORKS

An effective LS-SVM-based approach for surface roughness prediction in machined surfaces

(2016) Nian Zhang et al.   NEUROCOMPUTING

Robust face detection using local CNN and SVM based on kernel combination

(2016) Qin-Qin Tao et al.   NEUROCOMPUTING

Learning structure of stereoscopic image for no-reference quality assessment with convolutional neural network

(2016) Wei Zhang et al.   PATTERN RECOGNITION

Machine learning ensembles for wind power prediction

(2016) Justin Heinermann et al.   RENEWABLE ENERGY

Classification of breast regions as mass and non-mass based on digital mammograms using taxonomic indexes and SVM

(2015) Fernando Soares Sérvulo de Oliveira et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep Learning for Drug-Induced Liver Injury

(2015) Youjun Xu et al.   Journal of Chemical Information and Modeling

Deep Neural Nets as a Method for Quantitative Structure–Activity Relationships

(2015) Junshui Ma et al.   Journal of Chemical Information and Modeling

Deep Learning in Drug Discovery

(2015) Erik Gawehn et al.   Molecular Informatics

Deep learning

(2015) Yann LeCun et al.   NATURE

Machine learning applications in genetics and genomics

(2015) Maxwell W. Libbrecht et al.   NATURE REVIEWS GENETICS

Machine Learning Assisted Design of Highly Active Peptides for Drug Discovery

(2015) Sébastien Giguère et al.   PLoS Computational Biology

Tanshinone IIA, a major component of Salvia milthorriza Bunge, inhibits platelet activation via Erk-2 signaling pathway

(2014) Francesco Maione et al.   JOURNAL OF ETHNOPHARMACOLOGY

Machine learning methods in chemoinformatics

(2014) John B. O. Mitchell   Wiley Interdisciplinary Reviews-Computational Molecular Science

Anti-inflammatory ligustilides from Ligusticum chuanxiong Hort

(2013) Jian Huang et al.   FITOTERAPIA

Molecular network and chemical fragment-based characteristics of medicinal herbs with cold and hot properties from Chinese medicine

(2013) Fei Liang et al.   JOURNAL OF ETHNOPHARMACOLOGY

Phenolic acids content, antioxidant and antimicrobial activity ofLigusticum mutellinaL.

(2012) Elwira Sieniawska et al.   NATURAL PRODUCT RESEARCH

Inquiry diagnosis of coronary heart disease in Chinese medicine based on symptom-syndrome interactions

(2012) Guo-Zheng Li et al.   Chinese Medicine

Unsupervised learning of hierarchical representations with convolutional deep belief networks

(2011) Honglak Lee et al.   COMMUNICATIONS OF THE ACM

Study on the cold and hot properties of medicinal herbs by thermotropism in mice behavior

(2010) Yan-Ling Zhao et al.   JOURNAL OF ETHNOPHARMACOLOGY

Isolation and identification of anti-inflammatory constituents from Ligusticum chuanxiong and their underlying mechanisms of action on microglia

(2010) Terry C.T. Or et al.   NEUROPHARMACOLOGY

Antioxidant activity in essential oils of Cnidium officinale makino and Ligusticum chuanxiong hort and their inhibitory effects on DNA damage and apoptosis induced by ultraviolet B in mammalian cell

(2009) Jin Boo Jeong et al.   Cancer Epidemiology

Pharmacodynamic action and mechanism of volatile oil from Rhizoma Ligustici Chuanxiong Hort. on treating headache

(2009) Cheng Peng et al.   PHYTOMEDICINE