AIMC Topic: Datasets as Topic

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Deep Learning-Based Synthetic Skin Lesion Image Classification.

Studies in health technology and informatics Aug 22, 2024
Advances in general-purpose computers have enabled the generation of high-quality synthetic medical images that human eyes cannot differ between real and AI-generated images. To analyse the efficacy of the generated medical images, this study propose...
Skin Diseases Image Interpretation, Computer-Assisted Datasets as Topic Diagnostic Imaging Internet Humans Deep Learning Deception Neural Networks, Computer
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AI firms must play fair when they use academic data in training.

Nature Aug 1, 2024
Copyright Datasets as Topic Artificial Intelligence Research Personnel Natural Language Processing Research Report
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Has your paper been used to train an AI model? Almost certainly.

Nature Aug 1, 2024
Datasets as Topic Research Personnel Copyright Machine Learning Research Report Artificial Intelligence
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ChatGPT for science: how to talk to your data.

Nature Jul 1, 2024
Natural Language Processing Datasets as Topic Research Personnel Data Analysis
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From data to diagnosis: skin cancer image datasets for artificial intelligence.

Clinical and experimental dermatology Jun 25, 2024
Artificial intelligence (AI) solutions for skin cancer diagnosis continue to gain momentum, edging closer towards broad clinical use. These AI models, particularly deep-learning architectures, require large digital image datasets for development. Thi...
Algorithms Skin Neoplasms Deep Learning Humans Artificial Intelligence Datasets as Topic
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Development and external validation of deep learning clinical prediction models using variable-length time series data.

Journal of the American Medical Informatics Association : JAMIA May 20, 2024
OBJECTIVES: To compare and externally validate popular deep learning model architectures and data transformation methods for variable-length time series data in 3 clinical tasks (clinical deterioration, severe acute kidney injury [AKI], and suspected...
Neural Networks, Computer Retrospective Studies Female Male Acute Kidney Injury Humans ROC Curve Middle Aged Datasets as Topic Deep Learning
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Constructing synthetic datasets with generative artificial intelligence to train large language models to classify acute renal failure from clinical notes.

Journal of the American Medical Informatics Association : JAMIA May 20, 2024
OBJECTIVES: To compare performances of a classifier that leverages language models when trained on synthetic versus authentic clinical notes.
Area Under Curve Datasets as Topic Artificial Intelligence Acute Kidney Injury Electronic Health Records ROC Curve Humans Natural Language Processing
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Multimodal learning for temporal relation extraction in clinical texts.

Journal of the American Medical Informatics Association : JAMIA May 20, 2024
OBJECTIVES: This study focuses on refining temporal relation extraction within medical documents by introducing an innovative bimodal architecture. The overarching goal is to enhance our understanding of narrative processes in the medical domain, par...
Narration Natural Language Processing Datasets as Topic Information Storage and Retrieval Data Mining Humans Machine Learning Electronic Health Records
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What predicts citation counts and translational impact in headache research? A machine learning analysis.

Cephalalgia : an international journal of headache May 1, 2024
BACKGROUND: We aimed to develop the first machine learning models to predict citation counts and the translational impact, defined as inclusion in guidelines or policy documents, of headache research, and assess which factors are most predictive.
Practice Guidelines as Topic Translational Science, Biomedical Headache Machine Learning Datasets as Topic Authorship Biomedical Research Humans Area Under Curve ROC Curve Random Forest Bibliometrics Periodicals as Topic
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Sex classification from functional brain connectivity: Generalization to multiple datasets.

Human brain mapping Apr 15, 2024
Machine learning (ML) approaches are increasingly being applied to neuroimaging data. Studies in neuroscience typically have to rely on a limited set of training data which may impair the generalizability of ML models. However, it is still unclear wh...
Connectome Adult Brain Male Sex Characteristics Humans Female Magnetic Resonance Imaging Datasets as Topic Machine Learning Young Adult
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