AIMC Topic: Natural Language Processing

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Recent progress in transformer-based medical image analysis.

Computers in biology and medicine Jul 20, 2023
The transformer is primarily used in the field of natural language processing. Recently, it has been adopted and shows promise in the computer vision (CV) field. Medical image analysis (MIA), as a critical branch of CV, also greatly benefits from thi...
Benchmarking Image Processing, Computer-Assisted Natural Language Processing
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RegEMR: a natural language processing system to automatically identify premature ovarian decline from Chinese electronic medical records.

BMC medical informatics and decision making Jul 18, 2023
BACKGROUND: The ovarian reserve is a reservoir for reproductive potential. In clinical practice, early detection and treatment of premature ovarian decline characterized by abnormal ovarian reserve tests is regarded as a critical measure to prevent i...
Female Humans Natural Language Processing Primary Ovarian Insufficiency Language Artificial Intelligence Electronic Health Records
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A weakly supervised method for named entity recognition of Chinese electronic medical records.

Medical & biological engineering & computing Jul 15, 2023
The field of Chinese medical natural language processing faces a significant challenge in training accurate entity recognition models due to the limited availability of high-quality labeled data. In response, we propose a joint training model, MCBERT...
China Humans Language Electronic Health Records Natural Language Processing
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Machine learning-based guilt detection in text.

Scientific reports Jul 15, 2023
We introduce a novel Natural Language Processing (NLP) task called guilt detection, which focuses on detecting guilt in text. We identify guilt as a complex and vital emotion that has not been previously studied in NLP, and we aim to provide a more f...
Machine Learning Natural Language Processing
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An Acoustical and Lexical Machine-Learning Pipeline to Identify .

Journal of palliative medicine Jul 13, 2023
Developing scalable methods for conversation analytics is essential for health care communication science and quality improvement. To assess the feasibility of automating the identification of a conversational feature, which is associated with imp...
Humans Natural Language Processing Algorithms Cohort Studies Communication Machine Learning
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Defining authorship in a time of change: Publishing in the age of natural language processing.

The Laryngoscope Jul 12, 2023
Humans Authorship Natural Language Processing Publishing Bibliometrics
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Large language models encode clinical knowledge.

Nature Jul 12, 2023
Large language models (LLMs) have demonstrated impressive capabilities, but the bar for clinical applications is high. Attempts to assess the clinical knowledge of models typically rely on automated evaluations based on limited benchmarks. Here, to a...
Comprehension Knowledge Datasets as Topic Licensure Natural Language Processing Benchmarking Bias Computer Simulation Clinical Competence Patient Safety Physicians Medicine
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Echocardiographic reporting, artificial intelligence and natural language processing: correspondence.

Journal of echocardiography Jul 10, 2023
Humans Echocardiography Artificial Intelligence Natural Language Processing
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Automated Natural Language Processing-Based Supplier Discovery for Financial Services.

Big data Jul 7, 2023
Public procurement is viewed as a major market force that can be used to promote innovation and drive small and medium-sized enterprises growth. In such cases, procurement system design relies on intermediates that provide vertical linkages between s...
Algorithms Natural Language Processing
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Enhancing Chinese Character Representation With Lattice-Aligned Attention.

IEEE transactions on neural networks and learning systems Jul 6, 2023
Word-character lattice models have been proved to be effective for some Chinese natural language processing (NLP) tasks, in which word boundary information is fused into character sequences. However, due to the inherently unidirectional sequential na...
Natural Language Processing Semantics Language Neural Networks, Computer
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