AIMC Topic: Information Storage and Retrieval

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Leveraging medical context to recommend semantically similar terms for chart reviews.

BMC medical informatics and decision making Dec 18, 2021
BACKGROUND: Information retrieval (IR) help clinicians answer questions posed to large collections of electronic medical records (EMRs), such as how best to identify a patient's cancer stage. One of the more promising approaches to IR for EMRs is to ...
Humans Machine Learning Area Under Curve Information Storage and Retrieval Natural Language Processing Electronic Health Records
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ABO multiferroic perovskite materials for memristive memory and neuromorphic computing.

Nanoscale horizons Nov 22, 2021
The unique electron spin, transfer, polarization and magnetoelectric coupling characteristics of ABO multiferroic perovskite materials make them promising candidates for application in multifunctional nanoelectronic devices. Reversible ferroelectric ...
Calcium Compounds Oxides Information Storage and Retrieval Titanium Neural Networks, Computer Artificial Intelligence
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Combining data augmentation and domain information with TENER model for Clinical Event Detection.

BMC medical informatics and decision making Nov 16, 2021
BACKGROUND: In recent years, with the development of artificial intelligence, the use of deep learning technology for clinical information extraction has become a new trend. Clinical Event Detection (CED) as its subtask has attracted the attention fr...
Information Storage and Retrieval Language Humans Electronic Health Records Artificial Intelligence
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Drug knowledge discovery via multi-task learning and pre-trained models.

BMC medical informatics and decision making Nov 16, 2021
BACKGROUND: Drug repurposing is to find new indications of approved drugs, which is essential for investigating new uses for approved or investigational drug efficiency. The active gene annotation corpus (named AGAC) is annotated by human experts, wh...
Humans Pharmaceutical Preparations Information Storage and Retrieval Natural Language Processing Algorithms Knowledge Discovery
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Scaling up DNA digital data storage by efficiently predicting DNA hybridisation using deep learning.

Scientific reports Oct 15, 2021
Deoxyribonucleic acid (DNA) has shown great promise in enabling computational applications, most notably in the fields of DNA digital data storage and DNA computing. Information is encoded as DNA strands, which will naturally bind in solution, thus e...
Nucleic Acid Hybridization Computers, Molecular Information Storage and Retrieval Deep Learning
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Subcategorizing EHR diagnosis codes to improve clinical application of machine learning models.

International journal of medical informatics Sep 21, 2021
BACKGROUND: Electronic health record (EHR) data is commonly used for secondary purposes such as research and clinical decision support. However, reuse of EHR data presents several challenges including but not limited to identifying all diagnoses asso...
Machine Learning Comorbidity Electronic Health Records Unified Medical Language System Humans Information Storage and Retrieval
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Skin lesion image retrieval using transfer learning-based approach for query-driven distance recommendation.

Computers in biology and medicine Sep 3, 2021
Content-Based Dermatological Lesion Retrieval (CBDLR) systems retrieve similar skin lesion images, with a pathology-confirmed diagnosis, for a given query image of a skin lesion. By producing an intuitive support to both inexperienced and experienced...
Algorithms Machine Learning Information Storage and Retrieval Humans
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BioPREP: Deep learning-based predicate classification with SemMedDB.

Journal of biomedical informatics Aug 16, 2021
When it comes to inferring relations between entities in biomedical texts, Relation Extraction (RE) has become key to biomedical information extraction. Although previous studies focused on using rule-based and machine learning-based approaches, thes...
Deep Learning Machine Learning Information Storage and Retrieval Neural Networks, Computer Algorithms
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Improving broad-coverage medical entity linking with semantic type prediction and large-scale datasets.

Journal of biomedical informatics Aug 12, 2021
OBJECTIVES: Biomedical natural language processing tools are increasingly being applied for broad-coverage information extraction-extracting medical information of all types in a scientific document or a clinical note. In such broad-coverage settings...
Information Storage and Retrieval Semantics Natural Language Processing Software
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A Fine-Tuned Bidirectional Encoder Representations From Transformers Model for Food Named-Entity Recognition: Algorithm Development and Validation.

Journal of medical Internet research Aug 9, 2021
BACKGROUND: Recently, food science has been garnering a lot of attention. There are many open research questions on food interactions, as one of the main environmental factors, with other health-related entities such as diseases, treatments, and drug...
Semantics Information Storage and Retrieval Algorithms Machine Learning Natural Language Processing Humans
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