AIMC Topic: Data Management

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Applications of natural language processing in radiology: A systematic review.

International journal of medical informatics Apr 26, 2022
BACKGROUND: Recent advances in performance of natural language processing (NLP) techniques have spurred wider use and more sophisticated applications of NLP in radiology. This study systematically reviews the trends and applications of NLP in radiolo...
Humans Machine Learning Radiography Radiology Data Management Natural Language Processing
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Fuzzy Logic System Implementation on the Performance Parameters of Health Data Management Frameworks.

Journal of healthcare engineering Apr 12, 2022
The development of wireless sensors and wearable devices has led health care services to the new paramount. The extensive use of sensors, nodes, and devices in health care services generate an enormous amount of health data which is generally unstruc...
Humans Neural Networks, Computer Artificial Intelligence Fuzzy Logic Algorithms Data Management
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Diffeomorphic transforms for data augmentation of highly variable shape and texture objects.

Computer methods and programs in biomedicine Mar 25, 2022
BACKGROUND AND OBJECTIVE: Training a deep convolutional neural network (CNN) for automatic image classification requires a large database with images of labeled samples. However, in some applications such as biology and medicine only a few experts ca...
Databases, Factual Data Management Humans Neural Networks, Computer
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Crossover based technique for data augmentation.

Computer methods and programs in biomedicine Feb 28, 2022
BACKGROUND AND OBJECTIVE: Medical image classification problems are frequently constrained by the availability of datasets. "Data augmentation" has come as a data enhancement and data enrichment solution to the challenge of limited data. Traditionall...
Data Management Mammography Databases, Factual Brain Neoplasms Humans Neural Networks, Computer
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[Moving towards a personalized oncology: The contribution of genomic techniques and artificial intelligence in the use of circulating tumor biomarkers].

Bulletin du cancer Jan 13, 2022
Technological advances, in particular the development of high-throughput sequencing, have led to the emergence of a new generation of molecular biomarkers for tumors. These new tools have profoundly changed therapeutic management in oncology, with in...
Neoplastic Cells, Circulating Neoplasm Recurrence, Local Early Detection of Cancer MicroRNAs Liquid Biopsy Circulating Tumor DNA High-Throughput Nucleotide Sequencing Medical Oncology Biomarkers, Tumor Neoplasms Immunotherapy Data Management Artificial Intelligence Precision Medicine Humans
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Deep Learning Based Homomorphic Secure Search-Able Encryption for Keyword Search in Blockchain Healthcare System: A Novel Approach to Cryptography.

Sensors (Basel, Switzerland) Jan 11, 2022
Due to the value and importance of patient health records (PHR), security is the most critical feature of encryption over the Internet. Users that perform keyword searches to gain access to the PHR stored in the database are more susceptible to secur...
Blockchain Delivery of Health Care Deep Learning Data Management Health Records, Personal Humans
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Prediction of solar cell materials via unsupervised literature learning.

Journal of physics. Condensed matter : an Institute of Physics journal Dec 15, 2021
Despite the significant advancement of the data-driven studies for physical science, the textual data that are numerous in the literature are not fully embraced by the physics and materials community. In this manuscript, we successfully employ the na...
Natural Language Processing Machine Learning Data Management Humans
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A Coordinated and Optimized Mechanism of Artificial Intelligence for Student Management by College Counselors Based on Big Data.

Computational and mathematical methods in medicine Nov 25, 2021
The purpose of this article is to perform in-depth research and analysis on the artificial intelligence coordination and optimization mechanism of college counseling student management using big data technology. This study places the collaborative id...
Computational Biology Data Management Universities Counselors Students Humans Big Data Artificial Intelligence
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Artificial Intelligence for Skin Cancer Detection: Scoping Review.

Journal of medical Internet research Nov 24, 2021
BACKGROUND: Skin cancer is the most common cancer type affecting humans. Traditional skin cancer diagnosis methods are costly, require a professional physician, and take time. Hence, to aid in diagnosing skin cancer, artificial intelligence (AI) tool...
Data Management Skin Neoplasms Artificial Intelligence Reproducibility of Results Humans Algorithms
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Data Management in Artificial Intelligence-Assisted Radiology Reporting.

Journal of the American College of Radiology : JACR Oct 6, 2021
Radiology Artificial Intelligence Data Management
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