AIMC Topic: Information Storage and Retrieval

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DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing.

Journal of biomedical informatics Jan 25, 2023
The meaningful use of electronic health records (EHR) continues to progress in the digital era with clinical decision support systems augmented by artificial intelligence. A priority in improving provider experience is to overcome information overloa...
Humans Artificial Intelligence Natural Language Processing Benchmarking Information Storage and Retrieval Problem Solving
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Negation detection in Dutch clinical texts: an evaluation of rule-based and machine learning methods.

BMC bioinformatics Jan 9, 2023
When developing models for clinical information retrieval and decision support systems, the discrete outcomes required for training are often missing. These labels need to be extracted from free text in electronic health records. For this extraction ...
Machine Learning Electronic Health Records Natural Language Processing Information Storage and Retrieval
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A study on pharmaceutical text relationship extraction based on heterogeneous graph neural networks.

Mathematical biosciences and engineering : MBE Dec 28, 2022
Effective information extraction of pharmaceutical texts is of great significance for clinical research. The ancient Chinese medicine text has streamlined sentences and complex semantic relationships, and the textual relationships may exist between h...
Neural Networks, Computer Information Storage and Retrieval Semantics Electric Power Supplies Pharmacopoeias as Topic
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Entity relationship extraction from Chinese electronic medical records based on feature augmentation and cascade binary tagging framework.

Mathematical biosciences and engineering : MBE Dec 27, 2022
Extracting entity relations from unstructured Chinese electronic medical records is an important task in medical information extraction. However, Chinese electronic medical records mostly have document-level volumes, and existing models are either un...
Humans Neural Networks, Computer Electronic Health Records China Information Storage and Retrieval
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A systematic review on the state-of-the-art strategies for protein representation.

Computers in biology and medicine Dec 17, 2022
The study of drug-target protein interaction is a key step in drug research. In recent years, machine learning techniques have become attractive for research, including drug research, due to their automated nature, predictive power, and expected effi...
Machine Learning Proteins Information Storage and Retrieval
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Machine understanding surgical actions from intervention procedure textbooks.

Computers in biology and medicine Dec 6, 2022
The automatic extraction of procedural surgical knowledge from surgery manuals, academic papers or other high-quality textual resources, is of the utmost importance to develop knowledge-based clinical decision support systems, to automatically execut...
Humans Language Natural Language Processing Information Storage and Retrieval Semantics
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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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