Search Results - "Chamveha, Isarun"

External Validation of Deep Learning Algorithms for Cardiothoracic Ratio Measurement by Chaisangmongkon, Warasinee, Chamveha, Isarun, Promwiset, Tretap, Saiviroonporn, Pairash, Tongdee, Trongtum

“…Recent advances in machine learning have made it possible to create automated systems for medical image diagnosis. Cardiothoracic ratio (CTR) measurement, a…”
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A clinical evaluation study of cardiothoracic ratio measurement using artificial intelligence by Saiviroonporn, Pairash, Wonglaksanapimon, Suwimon, Chaisangmongkon, Warasinee, Chamveha, Isarun, Yodprom, Pakorn, Butnian, Krittachat, Siriapisith, Thanogchai, Tongdee, Trongtum

“…Artificial intelligence, particularly the deep learning (DL) model, can provide reliable results for automated cardiothoracic ratio (CTR) measurement on chest…”
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Head direction estimation from low resolution images with scene adaptation by Chamveha, Isarun, Sugano, Yusuke, Sugimura, Daisuke, Siriteerakul, Teera, Okabe, Takahiro, Sato, Yoichi, Sugimoto, Akihiro

“…•A head pose estimation method that adapts to individual scenes is proposed.•The method automatically collects training dataset for head pose estimators.•The…”
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A Comparative Study of Noisy Label Detection Techniques in a Thai Hospital's Chest X-Ray Database by Tatitaisakul, Sorasit, Wilainuch, Suesarn, Chamveha, Isarun, Chaisangmongkon, Warasinee

“…This paper addresses the problem of noisy labels in chest X-ray datasets, which significantly impact the training of deep neural network models. Noisy labels…”
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Examining the Efficacy of Transformer Models in Radiology Report Labeling within a Thai Hospital by Larpkiattaworn, Worranittha, Promwisat, Tretap, Chamveha, Isarun, Chaisangmongkon, Warasinee

“…This study explores the application of Transformer models, specifically CheXbert and CharacterBERT, in extracting labels from radiology reports in a real-world…”
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External Validation of Deep Learning Algorithm for Tuberculosis Detection in Thai Population by Rajak, Amir, Chaisangmongkon, Warasinee, Chamveha, Isarun, Promwiset, Tretap, Rungsinaporn, Kewalin, Saiviroonporn, Pairash, Tongdee, Trongtum

“…Several studies have been conducted for the automatic detection of tuberculosis on chest X-ray (CXR) images using deep learning. Despite the excellent…”
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Local Adaptation Improves Accuracy of Deep Learning Model for Automated X-Ray Thoracic Disease Detection : A Thai Study by Chamveha, Isarun, Tongdee, Trongtum, Saiviroonporn, Pairash, Chaisangmongkon, Warasinee

“…Despite much promising research in the area of artificial intelligence for medical image diagnosis, there has been no large-scale validation study done in…”
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Automated Cardiothoracic Ratio Calculation and Cardiomegaly Detection using Deep Learning Approach by Chamveha, Isarun, Promwiset, Treethep, Tongdee, Trongtum, Saiviroonporn, Pairash, Chaisangmongkon, Warasinee

“…We propose an algorithm for calculating the cardiothoracic ratio (CTR) from chest X-ray films. Our approach applies a deep learning model based on U-Net with…”
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Appearance-based head pose estimation with scene-specific adaptation by Chamveha, I., Sugano, Y., Sugimura, D., Siriteerakul, T., Okabe, T., Sato, Y., Sugimoto, A.

“…We propose an appearance-based head pose estimation method that can be automatically adapted to individual scenes. Appearance-based estimation methods usually…”
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