AIMC Topic: Natural Language Processing

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Negation and speculation processing: A study on cue-scope labelling and assertion classification in Spanish clinical text.

Artificial intelligence in medicine Oct 10, 2023
Natural Language Processing (NLP) based on new deep learning technology is contributing to the emergence of powerful solutions that help healthcare providers and researchers discover valuable patterns within insurmountable volumes of health records a...
Natural Language Processing Electronic Health Records Cues
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Artificial Intelligence for Quantitative Modeling in Drug Discovery and Development: An Innovation and Quality Consortium Perspective on Use Cases and Best Practices.

Clinical pharmacology and therapeutics Oct 6, 2023
Recent breakthroughs in artificial intelligence (AI) and machine learning (ML) have ushered in a new era of possibilities across various scientific domains. One area where these advancements hold significant promise is model-informed drug discovery a...
Drug Discovery Natural Language Processing Machine Learning Algorithms Artificial Intelligence Humans
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Natural language processing for mental health interventions: a systematic review and research framework.

Translational psychiatry Oct 6, 2023
Neuropsychiatric disorders pose a high societal cost, but their treatment is hindered by lack of objective outcomes and fidelity metrics. AI technologies and specifically Natural Language Processing (NLP) have emerged as tools to study mental health ...
Algorithms Reproducibility of Results Humans Communication Mental Health Natural Language Processing
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Revealing Academic Evolution and Frontier Pattern in the Field of Uveitis Using Bibliometric Analysis, Natural Language Processing, and Machine Learning.

Ocular immunology and inflammation Oct 5, 2023
PURPOSE: Numerous uveitis articles were published in this century, underneath which hides valuable intelligence. We aimed to characterize the evolution and patterns in this field.
Biomedical Research Periodicals as Topic Natural Language Processing Uveitis Bibliometrics Machine Learning Humans Algorithms
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Effects of MRI scanner manufacturers in classification tasks with deep learning models.

Scientific reports Oct 5, 2023
Deep learning has become a leading subset of machine learning and has been successfully employed in diverse areas, ranging from natural language processing to medical image analysis. In medical imaging, researchers have progressively turned towards m...
Magnetic Resonance Imaging Natural Language Processing Deep Learning Neuroimaging Machine Learning
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Leveraging Summary Guidance on Medical Report Summarization.

IEEE journal of biomedical and health informatics Oct 5, 2023
This study presents three deidentified large medical text datasets, named DISCHARGE, ECHO and RADIOLOGY, which contain 50 K, 16 K and 378 K pairs of report and summary that are derived from MIMIC-III, respectively. We implement convincing baselines o...
Medical Records Humans Patient Discharge Natural Language Processing
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A Review of Recurrent Neural Network-Based Methods in Computational Physiology.

IEEE transactions on neural networks and learning systems Oct 5, 2023
Artificial intelligence and machine learning techniques have progressed dramatically and become powerful tools required to solve complicated tasks, such as computer vision, speech recognition, and natural language processing. Since these techniques h...
Humans Neural Networks, Computer Algorithms Natural Language Processing Machine Learning Artificial Intelligence
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From data to insights: how natural language processing and structured reporting advance data-driven radiology.

European radiology Oct 2, 2023
Radiology Radiography Humans Natural Language Processing Research Report
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STTRE: A Spatio-Temporal Transformer with Relative Embeddings for multivariate time series forecasting.

Neural networks : the official journal of the International Neural Network Society Sep 30, 2023
The prevalence of multivariate time series data across several disciplines fosters a demand and, subsequently, significant growth in the research and advancement of multivariate time series analysis. Drawing inspiration from a popular natural languag...
Learning Natural Language Processing Time Factors
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Surgery's Rosetta Stone: Natural language processing to predict discharge and readmission after general surgery.

Surgery Sep 29, 2023
BACKGROUND: This study aimed to examine the accuracy with which multiple natural language processing artificial intelligence models could predict discharge and readmissions after general surgery.
Patient Readmission Natural Language Processing Patient Discharge Australia Humans Artificial Intelligence
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