AIMC Topic: Natural Language Processing

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Tell me your position: Distantly supervised biomedical entity relation extraction using entity position marker.

Neural networks : the official journal of the International Neural Network Society Sep 29, 2023
A significant amount of textual data has been produced in the biomedical area recently as a result of the advancement of biomedical technologies. Large-scale biomedical data can be automatically obtained with the help of distant supervision. However,...
Language Natural Language Processing Attention Learning
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Embedding-based terminology expansion via secondary use of large clinical real-world datasets.

Journal of biomedical informatics Sep 29, 2023
A log-likelihood based co-occurrence analysis of ∼1.9 million de-identified ICD-10 codes and related short textual problem list entries generated possible term candidates at a significance level of p<0.01. These top 10 term candidates, consisting of ...
Likelihood Functions Natural Language Processing Cluster Analysis Language
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Incorporating entity-level knowledge in pretrained language model for biomedical dense retrieval.

Computers in biology and medicine Sep 28, 2023
In recent years, pre-trained language models (PLMs) have dominated natural language processing (NLP) and achieved outstanding performance in various NLP tasks, including dense retrieval based on PLMs. However, in the biomedical domain, the effectiven...
Information Storage and Retrieval Humans Databases, Factual Natural Language Processing
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TraumaICD Bidirectional Encoder Representation From Transformers: A Natural Language Processing Algorithm to Extract Injury International Classification of Diseases, 10th Edition Diagnosis Code From Free Text.

Annals of surgery Sep 27, 2023
OBJECTIVE: To develop and validate TraumaICDBERT, a natural language processing algorithm to predict injury International Classification of Diseases, 10th edition (ICD-10) diagnosis codes from trauma tertiary survey notes.
Wounds and Injuries International Classification of Diseases Algorithms Natural Language Processing Electronic Health Records Humans
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Automatic classification and prioritisation of actionable BI-RADS categories using natural language processing models.

Clinical radiology Sep 27, 2023
AIM: To facilitate the routine tasks performed by radiologists in their evaluation of breast radiology reports, by enhancing the communication of relevant results to referring physicians via a natural language processing (NLP)-based system to classif...
Ultrasonography, Mammary Breast Natural Language Processing Humans Breast Neoplasms Mammography Research Design Female
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The power of the radiologist's last word: can deep learning models accurately differentiate between high-grade gliomas and metastasis through natural language processing on radiology reports?

European radiology Sep 22, 2023
Humans Natural Language Processing Radiology Glioma Deep Learning Radiologists
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A novel Data and Model Centric artificial intelligence based approach in developing high-performance Named Entity Recognition for Bengali Language.

PloS one Sep 22, 2023
Named Entity Recognition (NER) plays a significant role in enhancing the performance of all types of domain specific applications in Natural Language Processing (NLP). According to the type of application, the goal of NER is to identify target entiti...
Language Artificial Intelligence Natural Language Processing
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An Automated Literature Review Tool (LiteRev) for Streamlining and Accelerating Research Using Natural Language Processing and Machine Learning: Descriptive Performance Evaluation Study.

Journal of medical Internet research Sep 15, 2023
BACKGROUND: Literature reviews (LRs) identify, evaluate, and synthesize relevant papers to a particular research question to advance understanding and support decision-making. However, LRs, especially traditional systematic reviews, are slow, resourc...
HIV Infections Humans Review Literature as Topic Natural Language Processing Databases, Factual Cluster Analysis Machine Learning
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Capturing Emerging Experiential Knowledge for Vaccination Guidelines Through Natural Language Processing: Proof-of-Concept Study.

Journal of medical Internet research Sep 14, 2023
BACKGROUND: Experience-based knowledge and value considerations of health professionals, citizens, and patients are essential to formulate public health and clinical guidelines that are relevant and applicable to medical practice. Conventional method...
Humans Artificial Intelligence Natural Language Processing COVID-19 Vaccines COVID-19 Vaccination
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Successful Development of a Natural Language Processing Algorithm for Pancreatic Neoplasms and Associated Histologic Features.

Pancreas Sep 14, 2023
OBJECTIVES: Natural language processing (NLP) algorithms can interpret unstructured text for commonly used terms and phrases. Pancreatic pathologies are diverse and include benign and malignant entities with associated histologic features. Creating a...
Natural Language Processing Humans Pancreatic Neoplasms Algorithms Neural Networks, Computer
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