Výsledky vyhledávání - "Lim, Ruth P."

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A Review of Published Machine Learning Natural Language Processing Applications for Protocolling Radiology Imaging

Autor: Raju, Nihal, Woodburn, Michael, Kachel, Stefan, O'Shaughnessy, Jack, Sorace, Laurence, Yang, Natalie, Lim, Ruth P

Machine learning (ML) is a subfield of Artificial intelligence (AI), and its applications in radiology are growing at an ever-accelerating rate. The most studied ML application is the automated interpretation of images. However, natural language proc

Externí odkaz: http://arxiv.org/abs/2206.11502

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ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training

Autor: Liu, Xiaofeng, Xing, Fangxu, Shusharina, Nadya, Lim, Ruth, Kuo, C-C Jay, Fakhri, Georges El, Woo, Jonghye

Unsupervised domain adaptation (UDA) has been vastly explored to alleviate domain shifts between source and target domains, by applying a well-performed model in an unlabeled target domain via supervision of a labeled source domain. Recent literature

Externí odkaz: http://arxiv.org/abs/2206.02288

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CardiSort: a convolutional neural network for cross vendor automated sorting of cardiac MR images

Autor: Lim, Ruth P, Kachel, Stefan, Villa, Adriana DM, Kearney, Leighton, Bettencourt, Nuno, Young, Alistair A, Chiribiri, Amedeo, Scannell, Cian M

Publikováno v: European Radiology 2022

Objectives: To develop an image-based automatic deep learning method to classify cardiac MR images by sequence type and imaging plane for improved clinical post-processing efficiency. Methods: Multi-vendor cardiac MRI studies were retrospectively col

Externí odkaz: http://arxiv.org/abs/2109.08479

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