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Citizen science as a data-based practice: A consideration of data justice

期刊: PATTERNS, 2021; 2 (4)

Citizen science has been motivated by several perspectives, including increased efficiency in data collection and distributed analysis, democratizing ......

A comprehensive survey on smart contract construction and execution: paradigms, tools, and systems

期刊: PATTERNS, 2021; 2 (2)

Smart contracts are regarded as one of the most promising and appealing notions in blockchain technology. Their self-enforcing and event-driven featur......

Toward human intervention-free clinical diagnosis of intracranial aneurysm via deep neural network

期刊: PATTERNS, 2021; 2 (2)

Intracranial aneurysm (IA) is an enormous threat to human health, which often results in nontraumatic subarachnoid hemorrhage or dismal prognosis. Dia......

Recovering large-scale battery aging dataset with machine

期刊: PATTERNS, 2021; 2 (8)

Batteries are crucial for building a clean and sustainable society, and their performance is highly affected by aging status. Reliable battery health ......

Machine-learning-enhanced time-of-flight mass spectrometry analysis

期刊: PATTERNS, 2021; 2 (2)

Mass spectrometry is a widespread approach used to work out what the constituents of a material are. Atoms and molecules are removed from the material......

HeTDR: Drug repositioning based on heterogeneous networks and text mining

期刊: PATTERNS, 2021; 2 (8)

Using existing knowledge to carry out drug-disease associations prediction is a vital method for drug repositioning. However, effectively fusing the b......

Artificial image objects for classification of schizophrenia with GWAS-selected SNVs and convolutional neural network

期刊: PATTERNS, 2021; 2 (8)

In this article, we propose a new approach to analyze large genomics data. We considered individual genetic variants as pixels in an image and transfo......

Structuring clinical text with Al: Old versus new natural language processing techniques evaluated on eight common cardiovascular diseases

期刊: PATTERNS, 2021; 2 (7)

Free-text clinical notes in electronic health records are more difficult for data mining while the structured diagnostic codes can be missing or erron......

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