Deep learning is combined with massive-scale citizen science to improve large-scale image classification

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

A subcellular map of the human proteome

(2017) Peter J. Thul et al.   SCIENCE

Bioimage-based protein subcellular location prediction: a comprehensive review

(2017) Ying-Ying Xu et al.   Frontiers of Computer Science

Accurate Classification of Protein Subcellular Localization from High-Throughput Microscopy Images Using Deep Learning

(2017) Tanel Pärnamaa et al.   G3-Genes Genomes Genetics

Building Watson: An Overview of the DeepQA Project

(2017) David Ferrucci et al.   AI MAGAZINE

Classifying and segmenting microscopy images with deep multiple instance learning

(2016) Oren Z. Kraus et al.   BIOINFORMATICS

Exploring the quantum speed limit with computer games

(2016) Jens Jakob W. H. Sørensen et al.   NATURE

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Defining and Measuring Success in Online Citizen Science: A Case Study of Zooniverse Projects

(2015) Joe Cox et al.   COMPUTING IN SCIENCE & ENGINEERING

Deep learning

(2015) Yann LeCun et al.   NATURE

Glutamine deprivation initiates reversible assembly of mammalian rods and rings

(2014) S. John Calise et al.   CELLULAR AND MOLECULAR LIFE SCIENCES

RNA design rules from a massive open laboratory

(2014) Jeehyung Lee et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Determining the subcellular location of new proteins from microscope images using local features

(2013) Luis Pedro Coelho et al.   BIOINFORMATICS

Unsupervised Clustering of Subcellular Protein Expression Patterns in High-Throughput Microscopy Images Reveals Protein Complexes and Functional Relationships between Proteins

(2013) Louis-François Handfield et al.   PLoS Computational Biology

Protein subcellular location pattern classification in cellular images using latent discriminative models

(2012) J. Li et al.   BIOINFORMATICS

Automated Analysis and Reannotation of Subcellular Locations in Confocal Images from the Human Protein Atlas

(2012) Jieyue Li et al.   PLoS One

Petabyte Data Management and Automated Data Workflow in Neuroscience: Delivering Data from the Instruments to the Researcher's Fingertips

(2011) J Bouwer et al.   MICROSCOPY AND MICROANALYSIS

Crystal structure of a monomeric retroviral protease solved by protein folding game players

(2011) Firas Khatib et al.   NATURE STRUCTURAL & MOLECULAR BIOLOGY

Induction of Cytoplasmic Rods and Rings Structures by Inhibition of the CTP and GTP Synthetic Pathway in Mammalian Cells

(2011) Wendy C. Carcamo et al.   PLoS One

Algorithm discovery by protein folding game players

(2011) F. Khatib et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Galaxy Zoo Volunteers Share Pain and Glory of Research

(2011) D. Clery   SCIENCE

Quantifying the distribution of probes between subcellular locations using unsupervised pattern unmixing

(2010) L. P. Coelho et al.   BIOINFORMATICS

Towards a knowledge-based Human Protein Atlas

(2010) Mathias Uhlen et al.   NATURE BIOTECHNOLOGY

Galaxy Zoo: ‘Hanny's Voorwerp’, a quasar light echo?

(2009) Chris J. Lintott et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Citizen Science: Can Volunteers Do Real Research?

(2008) Jeffrey P. Cohn   BIOSCIENCE