AIMC Topic: Information Storage and Retrieval

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Year 2021: COVID-19, Information Extraction and BERTization among the Hottest Topics in Medical Natural Language Processing.

Yearbook of medical informatics Dec 4, 2022
OBJECTIVES: Analyze the content of publications within the medical natural language processing (NLP) domain in 2021.
Humans COVID-19 Natural Language Processing Information Storage and Retrieval Social Networking
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MZA: A Data Conversion Tool to Facilitate Software Development and Artificial Intelligence Research in Multidimensional Mass Spectrometry.

Journal of proteome research Nov 22, 2022
Modern mass spectrometry-based workflows employing hybrid instrumentation and orthogonal separations collect multidimensional data, potentially allowing deeper understanding in omics studies through adoption of artificial intelligence methods. Howeve...
Artificial Intelligence Software Mass Spectrometry Programming Languages Information Storage and Retrieval
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MLM-based typographical error correction of unstructured medical texts for named entity recognition.

BMC bioinformatics Nov 16, 2022
BACKGROUND: Unstructured text in medical records, such as Electronic Health Records, contain an enormous amount of valuable information for research; however, it is difficult to extract and structure important information because of frequent typograp...
Electronic Health Records Language Natural Language Processing PubMed Information Storage and Retrieval
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Image local structure information learning for fine-grained visual classification.

Scientific reports Nov 10, 2022
Learning discriminative visual patterns from image local salient regions is widely used for fine-grained visual classification (FGVC) tasks such as plant or animal species classification. A large number of complex networks have been designed for lear...
Neural Networks, Computer Machine Learning Information Storage and Retrieval
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Real-Time Pipe and Valve Characterisation and Mapping for Autonomous Underwater Intervention Tasks.

Sensors (Basel, Switzerland) Oct 24, 2022
Nowadays, more frequently, it is necessary to perform underwater operations such as surveying an area or inspecting and intervening on industrial infrastructures such as offshore oil and gas rigs or pipeline networks. Recently, the use of Autonomous ...
Neural Networks, Computer Algorithms Information Storage and Retrieval
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A Method for Extracting Building Information from Remote Sensing Images Based on Deep Learning.

Computational intelligence and neuroscience Oct 12, 2022
Semantic segmentation of remote sensing images is an important issue in remote sensing tasks. Existing algorithms can extract information more accurately, but it is difficult to capture the contours of objects and further reveal the interaction infor...
Algorithms Deep Learning Image Processing, Computer-Assisted Remote Sensing Technology Information Storage and Retrieval
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Modality attention fusion model with hybrid multi-head self-attention for video understanding.

PloS one Oct 6, 2022
Video question answering (Video-QA) is a subject undergoing intense study in Artificial Intelligence, which is one of the tasks which can evaluate such AI abilities. In this paper, we propose a Modality Attention Fusion framework with Hybrid Multi-he...
Artificial Intelligence Algorithms Attention Information Storage and Retrieval Communications Media
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Reliably Filter Drug-Induced Liver Injury Literature With Natural Language Processing and Conformal Prediction.

IEEE journal of biomedical and health informatics Oct 4, 2022
Drug-induced liver injury describes the adverse effects of drugs that damage the liver. Life-threatening results were also reported in severe cases. Therefore, liver toxicity is an important assessment for new drug candidates. These reports are docum...
Humans Reproducibility of Results Logistic Models Natural Language Processing Information Storage and Retrieval Chemical and Drug Induced Liver Injury
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Key Information Extraction of Food Environmental Safety Criminal Judgment Documents Based on Deep Learning.

Journal of environmental and public health Sep 13, 2022
Food has an impact on everyone's daily life, the long-term stability of the nation, human survival and development, people's lives and health, and the steady advancement of society. A food safety criminal judgment is a legal document used to record t...
Humans Deep Learning Information Storage and Retrieval Food Safety Judgment Criminals
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Development of comprehensive annotation criteria for patients' states from clinical texts.

Journal of biomedical informatics Sep 9, 2022
In clinical records, much of the clinical information is recorded as free text, thus necessitating the use of advanced automatic information extraction technology. The development of practical technologies requires a corpus with finer granularity ann...
Humans Natural Language Processing Information Storage and Retrieval
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