AIMC Topic: Information Storage and Retrieval

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Exploring the Latest Highlights in Medical Natural Language Processing across Multiple Languages: A Survey.

Yearbook of medical informatics Dec 26, 2023
OBJECTIVES: This survey aims to provide an overview of the current state of biomedical and clinical Natural Language Processing (NLP) research and practice in Languages other than English (LoE). We pay special attention to data resources, language mo...
Natural Language Processing Information Storage and Retrieval Biomedical Research Language Databases, Factual
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Quantifying confidence shifts in a BERT-based question answering system evaluated on perturbed instances.

PloS one Dec 20, 2023
Recent work on transformer-based neural networks has led to impressive advances on multiple-choice natural language processing (NLP) problems, such as Question Answering (QA) and abductive reasoning. Despite these advances, there is limited work stil...
Information Storage and Retrieval Neural Networks, Computer Humans Natural Language Processing
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Fine-tuning coreference resolution for different styles of clinical narratives.

Journal of biomedical informatics Dec 18, 2023
OBJECTIVE: Coreference resolution (CR) is a natural language processing (NLP) task that is concerned with finding all expressions within a single document that refer to the same entity. This makes it crucial in supporting downstream NLP tasks such as...
Empirical Research Natural Language Processing Information Storage and Retrieval Narration Neural Networks, Computer Humans
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AI-based article screening.

British dental journal Dec 15, 2023
Information Storage and Retrieval Data Mining Artificial Intelligence
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Methods for using Bing's AI-powered search engine for data extraction for a systematic review.

Research synthesis methods Dec 8, 2023
Data extraction is a time-consuming and resource-intensive task in the systematic review process. Natural language processing (NLP) artificial intelligence (AI) techniques have the potential to automate data extraction saving time and resources, acce...
Humans Artificial Intelligence Reproducibility of Results Natural Language Processing Algorithms Software Information Storage and Retrieval Systematic Reviews as Topic Search Engine
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Interactive Healthcare Robot Using Attention-Based Question-Answer Retrieval and Medical Entity Extraction Models.

IEEE journal of biomedical and health informatics Dec 5, 2023
In healthcare facilities, answering the questions from the patients and their companions about the health problems is regarded as an essential task. With the current shortage of medical personnel resources and an increase in the patient-to-clinician ...
Robotics Information Storage and Retrieval Delivery of Health Care Humans
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AI and semantic ontology for personalized activity eCoaching in healthy lifestyle recommendations: a meta-heuristic approach.

BMC medical informatics and decision making Dec 1, 2023
BACKGROUND: Automated coaches (eCoach) can help people lead a healthy lifestyle (e.g., reduction of sedentary bouts) with continuous health status monitoring and personalized recommendation generation with artificial intelligence (AI). Semantic ontol...
Humans Algorithms Artificial Intelligence Information Storage and Retrieval Semantics Heuristics
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Assessing the performance of ChatGPT's responses to questions related to epilepsy: A cross-sectional study on natural language processing and medical information retrieval.

Seizure Nov 23, 2023
BACKGROUND: Epilepsy is a neurological condition marked by frequent seizures and various cognitive and psychological effects. Reliable information is essential for effective treatment. Natural language processing models like ChatGPT are increasingly ...
Epilepsy Information Storage and Retrieval Natural Language Processing Educational Status Humans Cross-Sectional Studies
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Opinion Mining by Convolutional Neural Networks for Maximizing Discoverability of Nanomaterials.

Journal of chemical information and modeling Nov 20, 2023
The scientific literature contains valuable information that can be used for future applications, but manual analysis presents challenges due to its size and disciplinary boundaries. The prevailing solution involves natural language processing (NLP) ...
Sentiment Analysis Neural Networks, Computer Information Storage and Retrieval
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HeNeCOn: An ontology for integrative research in Head and Neck cancer.

International journal of medical informatics Nov 8, 2023
BACKGROUND: Head and Neck Cancer (HNC) has a high incidence and prevalence in the worldwide population. The broad terminology associated with these diseases and their multimodality treatments generates large amounts of heterogeneous clinical data, wh...
Biological Ontologies Semantics Head and Neck Neoplasms Humans Information Storage and Retrieval
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