Search Results - "Long Tran, Quoc"

Deep Learning-Based Water Crystal Classification by Thi, Hien Doan, Andres, Frederic, Quoc, Long Tran, Emoto, Hiro, Hayashi, Michiko, Katsumata, Ken, Oshide, Takayuki

“…Much of the earth’s surface is covered by water. As was pointed out in the 2020 edition of the World Water Development Report, climate change challenges the…”
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Benchmarking a reduced multivariate polynomial pattern classifier by Kar-Ann Toh, Quoc-Long Tran, Srinivasan, D.

“…A novel method using a reduced multivariate polynomial model has been developed for biometric decision fusion where simplicity and ease of use could be a…”
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CRF-EfficientUNet: An Improved UNet Framework for Polyp Segmentation in Colonoscopy Images With Combined Asymmetric Loss Function and CRF-RNN Layer by Hong, Le Thi Thu, Thanh, Nguyen Chi, Long, Tran Quoc

“…Colonoscopy is considered the gold-standard investigation for colorectal cancer screening. However, the polyps miss rate in clinical practice is relatively…”
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RR‐HCL‐SVM: A two‐stage framework for assessing remaining thyroid tissue post‐thyroidectomy in SPECT images by Phu, Minh Lai, Pham, Thanh Vinh, Duc, Thuc Pham, Thanh, Trung Nguyen, Quoc, Long Tran, Minh, Duc Chu, Ngoc, Ha Le, Hong, Son Mai, Thi, Phuong Nguyen, Thi, Nhung Nguyen, Quoc, Khanh Le, Nguyen, Thuan Duc, Thai, Ha Nguyen, Chi, Thanh Nguyen

“…This paper presents a two‐stage deep learning framework, RR‐HCL‐SVM, designed to aid in the assessment of residual thyroid tissues following thyroidectomy,…”
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BM-BronchoLC - A rich bronchoscopy dataset for anatomical landmarks and lung cancer lesion recognition by Vu, Van Giap, Hoang, Anh Duc, Phan, Thu Phuong, Nguyen, Ngoc Du, Nguyen, Thanh Thuy, Nguyen, Duc Nghia, Dao, Ngoc Phu, Doan, Thi Phuong Lan, Nguyen, Thi Thanh Huyen, Trinh, Thi Huong, Pham, Thi Le Quyen, Le, Thi Thu Trang, Thi Hanh, Phan, Pham, Van Tuyen, Tran, Van Chuong, Vu, Dang Luu, Tran, Van Luong, Nguyen, Thi Thu Thao, Pham, Cam Phuong, Pham, Gia Linh, Luong, Son Ba, Pham, Trung-Dung, Nguyen, Duy-Phuc, Truong, Thi Kieu Anh, Nguyen, Quang Minh, Tran, Truong-Thuy, Dang, Tran Binh, Ta, Viet-Cuong, Tran, Quoc Long, Le, Duc-Trong, Vinh, Le Sy

“…Flexible bronchoscopy has revolutionized respiratory disease diagnosis. It offers direct visualization and detection of airway abnormalities, including lung…”
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Robust Loss Functions: Defense Mechanisms for Deep Architectures by Vu, Trung-Kien, Tran, Quoc-Long

“…Current deep learning methods and technologies have reached the level of deployment in softwares and hardwares for real-life applications. However, recent…”
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Integrating Word Embeddings into IBM Word Alignment Models by Le, Anh-Cuong, Nguyen, Tuan-Phong, Tran, Quoc-Long, Linh, Dao Bao

“…Word alignment models are used to generate word-aligned parallel text which is used in statistical machine translation systems. Currently, the most popular…”
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Real-Time Image Semantic Segmentation Networks with Residual Depth-Wise Separable Blocks by Doan, Van-Viet, Nguyen, Duy-Hung, Tran, Quoc-Long, Nguyen, Do-Van, Le, Thanh-Ha

“…Semantic image segmentation plays a key role in obtaining pixel-level understanding of images. In recent years, researchers have tackled this problem by using…”
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Polyp Segmentation in Colonoscopy Images Using Ensembles of U-Nets with EfficientNet and Asymmetric Similarity Loss Function by Thu Hong, Le Thi, Chi Thanh, Nguyen, Long, Tran Quoc

“…Automatic polyp detection and segmentation are highly desirable for colon screening due to polyp miss rate by physicians during colonoscopy, which is about…”
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Utilizing DETR model on SPECT image to assess remaining thyroid tissues post-thyroidectomy by Phu, Minh Lai, Nguyen, Thanh Trung, Pham, Thanh Vinh, Nguyen, Thai Ha, Pham, Duc Thuc, Chu, Minh Duc, Nguyen, Chi Thanh, Tran, Quoc Long, Nguyen, Duc Thuan, Le, Ngoc Ha, Mai, Hong Son, Nguyen, Thi Nhung, Nguyen, Thi Phuong, Le, Quoc Khanh, Dang, Nam Thang

“…In the management of thyroid cancer, subsequent to the excision of thyroid tissue through surgery, patients are administered with I-131 medication to eliminate…”
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Node-aware convolution in Graph Neural Networks for Predicting molecular properties by Pham Van, Linh Le, Bach Tran, Quang, Pham, Tien Lam, Long Tran, Quoc

“…Molecular property prediction is a challenging task which aims to solve various issues of science namely drug discovery, materials discovery. It focuses on…”
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An empirical comparison of nine pattern classifiers by Tran, Q.-L., Toh, K.-A., Srinivasan, D., Wong, K.-L., Shaun Qiu-Cen Low

“…There are many learning algorithms available in the field of pattern classification and people are still discovering new algorithms that they hope will work…”
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Echocardiography Video Synthesis from End Diastolic Semantic Map Via Diffusion Model by Van Phi, Nguyen, Duc, Tran Minh, Hieu, Pham Huy, Long, Tran Quoc

“…Denoising Diffusion Probabilistic Models (DDPMs) have demonstrated significant achievements in various image and video generation tasks, including the domain…”
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Automatic scan range for dose-reduced multiphase CT imaging of the liver utilizing CNNs and Gaussian models by Luu, Manh Ha, Walsum, Theo van, Mai, Hong Son, Franklin, Daniel, Nguyen, Thi Thu Thao, Le, Thi My, Moelker, Adriaan, Le, Van Khang, Vu, Dang Luu, Le, Ngoc Ha, Tran, Quoc Long, Chu, Duc Trinh, Trung, Nguyen Linh

“…•We propose an automatic method based on liver detection and liver movement estimation for delineating scan range in multiphase CT imaging of liver cancer…”
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Echocardiography Segmentation Using Neural ODE-based Diffeomorphic Registration Field by Van, Phi Nguyen, Huy, Hieu Pham, Quoc, Long Tran

“…Convolutional neural networks (CNNs) have recently proven their excellent ability to segment 2D cardiac ultrasound images. However, the majority of attempts to…”
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Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis by Nguyen, Van Phi, Ha, Tri Nhan Luong, Pham, Huy Hieu, Tran, Quoc Long

“…Conditional video diffusion models (CDM) have shown promising results for video synthesis, potentially enabling the generation of realistic echocardiograms to…”
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Echocardiography video synthesis from end diastolic semantic map via diffusion model by Van, Phi Nguyen, Minh, Duc Tran, Huy, Hieu Pham, Quoc, Long Tran

“…Denoising Diffusion Probabilistic Models (DDPMs) have demonstrated significant achievements in various image and video generation tasks, including the domain…”
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Self-supervised Visual Feature Learning for Polyp Segmentation in Colonoscopy Images Using Image Reconstruction as Pretext Task by Hong, Le Thi Thu, Thanh, Nguyen Chi, Long, Tran Quoc

“…Automatic polyp detection and segmentation are desirable for colon screening because the polyps miss rate in clinical practice is relatively high. The deep…”
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Siamese Attention and Point Adaptive Network for Visual Tracking by Dinh, Thang Hoang, Tran Quoc, Long, Trung, Kien Thai

“…Siamese-based trackers have achieved excellent performance on visual object tracking. Most of the existing trackers usually compute the features of the target…”
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Retail store customer behavior analysis system: Design and Implementation by Nguyen, Tuan Dinh, Hihara, Keisuke, Hoang, Tung Cao, Utada, Yumeka, Torii, Akihiko, Izumi, Naoki, Thuy, Nguyen Thanh, Tran, Long Quoc

“…Understanding customer behavior in retail stores plays a crucial role in improving customer satisfaction by adding personalized value to services. Behavior…”
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