AIMC Topic: Information Storage and Retrieval

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DeepGANnel: Synthesis of fully annotated single molecule patch-clamp data using generative adversarial networks.

PloS one May 10, 2022
Development of automated analysis tools for "single ion channel" recording is hampered by the lack of available training data. For machine learning based tools, very large training sets are necessary with sample-by-sample point labelled data (e.g., 1...
Machine Learning Algorithms Neural Networks, Computer Information Storage and Retrieval Humans Image Processing, Computer-Assisted
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Power Intelligent Terminal Intrusion Detection Based on Deep Learning and Cloud Computing.

Computational intelligence and neuroscience May 9, 2022
Numerous internal and external intrusion attacks have appeared one after another, which has become a major problem affecting the normal operation of the power system. The power system is the infrastructure of the national economy, ensuring that the i...
Data Collection Information Storage and Retrieval Deep Learning Cloud Computing Computer Security
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Multi-state MRAM cells for hardware neuromorphic computing.

Scientific reports May 3, 2022
Magnetic tunnel junctions (MTJ) have been successfully applied in various sensing application and digital information storage technologies. Currently, a number of new potential applications of MTJs are being actively studied, including high-frequency...
Neural Networks, Computer Neurons Information Storage and Retrieval Computers Algorithms
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Applying Hybrid Lstm-Gru Model Based on Heterogeneous Data Sources for Traffic Speed Prediction in Urban Areas.

Sensors (Basel, Switzerland) Apr 27, 2022
With the advent of the Internet of Things (IoT), it has become possible to have a variety of data sets generated through numerous types of sensors deployed across large urban areas, thus empowering the notion of smart cities. In smart cities, various...
Neural Networks, Computer Intelligence Information Storage and Retrieval Algorithms
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Nanoscale storage encryption: data storage in synthetic DNA using a cryptosystem with a neural network.

Science China. Life sciences Apr 13, 2022
DNA Information Storage and Retrieval Neural Networks, Computer
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Deep Tower Networks for Efficient Temperature Forecasting from Multiple Data Sources.

Sensors (Basel, Switzerland) Apr 6, 2022
Many data related problems involve handling multiple data streams of different types at the same time. These problems are both complex and challenging, and researchers often end up using only one modality or combining them via a late fusion based app...
Information Storage and Retrieval Neural Networks, Computer Weather Temperature Forecasting
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CIPHER-SC: Disease-Gene Association Inference Using Graph Convolution on a Context-Aware Network With Single-Cell Data.

IEEE/ACM transactions on computational biology and bioinformatics Apr 1, 2022
Inference of disease-gene associations helps unravel the pathogenesis of diseases and contributes to the treatment. Although many machine learning-based methods have been developed to predict causative genes, accurate association inference remains ch...
Information Storage and Retrieval Machine Learning
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Improving Diagnosis Through Digital Pathology: Proof-of-Concept Implementation Using Smart Contracts and Decentralized File Storage.

Journal of medical Internet research Mar 28, 2022
BACKGROUND: Recent advancements in digital pathology resulting from advances in imaging and digitization have increased the convenience and usability of pathology for disease diagnosis, especially in oncology, urology, and gastroenteric diagnosis. Ho...
Computer Security Blockchain Software Information Storage and Retrieval Artificial Intelligence Humans
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Information Extraction From Electronic Health Records to Predict Readmission Following Acute Myocardial Infarction: Does Natural Language Processing Using Clinical Notes Improve Prediction of Readmission?

Journal of the American Heart Association Mar 24, 2022
Background Social risk factors influence rehospitalization rates yet are challenging to incorporate into prediction models. Integration of social risk factors using natural language processing (NLP) and machine learning could improve risk prediction ...
Information Storage and Retrieval Patient Readmission Humans Natural Language Processing Medicare United States Electronic Health Records Myocardial Infarction Retrospective Studies Aged
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Low-precision feature selection on microarray data: an information theoretic approach.

Medical & biological engineering & computing Mar 22, 2022
The number of interconnected devices, such as personal wearables, cars, and smart-homes, surrounding us every day has recently increased. The Internet of Things devices monitor many processes, and have the capacity of using machine learning models fo...
Algorithms Microarray Analysis Information Storage and Retrieval Machine Learning
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