Preparing next-generation scientists for biomedical big data: artificial intelligence approaches

Opportunities and obstacles for deep learning in biology and medicine

(2018) Travers Ching et al.   Journal of the Royal Society Interface

Eleven quick tips for architecting biomedical informatics workflows with cloud computing

(2018) Brian S. Cole et al.   PLoS Computational Biology

Deep Learning and Its Applications in Biomedicine

(2018) Chensi Cao et al.   GENOMICS PROTEOMICS & BIOINFORMATICS

Flipped classroom narrows the performance gap between low- and high-performing dental students in physiology

(2018) Nan Xiao et al.   ADVANCES IN PHYSIOLOGY EDUCATION

Deep learning in biomedicine

(2018) Michael Wainberg et al.   NATURE BIOTECHNOLOGY

Comparing the effects of traditional lecture and flipped classroom on nursing students' critical thinking disposition: A quasi-experimental study

(2018) Shadi Dehghanzadeh et al.   NURSE EDUCATION TODAY

Flipped Classroom Use in Veterinary Education: A Multinational Survey of Faculty Experiences

(2018) Susan M. Matthew et al.   JOURNAL OF VETERINARY MEDICAL EDUCATION

High-performance medicine: the convergence of human and artificial intelligence

(2018) Eric J. Topol   NATURE MEDICINE

Enhancement of student perceptions of learner-centeredness and community of inquiry in flipped classrooms

(2018) Young Hwan Lee et al.   BMC Medical Education

Analysis validation has been neglected in the Age of Reproducibility

(2018) Kathleen E. Lotterhos et al.   PLOS BIOLOGY

Artificial intelligence in healthcare

(2018) Kun-Hsing Yu et al.   Nature Biomedical Engineering

Reproducibility of computational workflows is automated using continuous analysis

(2017) Brett K Beaulieu-Jones et al.   NATURE BIOTECHNOLOGY

Celebrating parasites

(2017) Casey S Greene et al.   NATURE GENETICS

PMLB: a large benchmark suite for machine learning evaluation and comparison

(2017) Randal S. Olson et al.   BioData Mining

Deep Learning for Health Informatics

(2017) Daniele Ravi et al.   IEEE Journal of Biomedical and Health Informatics

The Vision of “Industrie 4.0” in the Making—a Case of Future Told, Tamed, and Traded

(2017) Sabine Pfeiffer   NanoEthics

Efficient Record Linkage Algorithms Using Complete Linkage Clustering

(2016) Abdullah-Al Mamun et al.   PLoS One

Predicting censored survival data based on the interactions between meta-dimensional omics data in breast cancer

(2015) Dokyoon Kim et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Orchestrating high-throughput genomic analysis with Bioconductor

(2015) Wolfgang Huber et al.   NATURE METHODS

A New Initiative on Precision Medicine

(2015) Francis S. Collins et al.   NEW ENGLAND JOURNAL OF MEDICINE

Acknowledging AI's dark side

(2015) C. Didier et al.   SCIENCE

Big data - a 21st century science Maginot Line? No-boundary thinking: shifting from the big data paradigm

(2015) Xiuzhen Huang et al.   BioData Mining

A framework for feature extraction from hospital medical data with applications in risk prediction

(2014) Truyen Tran et al.   BMC BIOINFORMATICS

Seeing the forest through the trees: uncovering phenomic complexity through interactive network visualization

(2014) Jeremy L Warner et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Dynamical Phenotyping: Using Temporal Analysis of Clinically Collected Physiologic Data to Stratify Populations

(2014) D. J. Albers et al.   PLoS One

No-boundary thinking in bioinformatics research

(2013) Xiuzhen Huang et al.   BioData Mining

Extracting semantically enriched events from biomedical literature

(2012) Makoto Miwa et al.   BMC BIOINFORMATICS

Reproducible Research in Computational Science

(2011) R. D. Peng   SCIENCE

Pharmspresso: a text mining tool for extraction of pharmacogenomic concepts and relationships from full text

(2009) Yael Garten et al.   BMC BIOINFORMATICS

Survey of graph database models

(2008) Renzo Angles et al.   ACM COMPUTING SURVEYS