Search Results - "Luu, Ngan"

FormerLeaf: An efficient vision transformer for Cassava Leaf Disease detection by Thai, Huy-Tan, Le, Kim-Hung, Nguyen, Ngan Luu-Thuy

“…Leaf diseases have become more prevalent in recent years due to climate change, increased growth of outdoor air pollutants, and global warming. They may…”
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Towards sustainable agriculture: A lightweight hybrid model and cloud-based collection of datasets for efficient leaf disease detection by Thai, Huy-Tan, Le, Kim-Hung, Nguyen, Ngan Luu-Thuy

“…Agricultural sustainability is a crucial component of the global economy and faces several challenges, including plant diseases. However, the application of…”
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OpenViVQA: Task, dataset, and multimodal fusion models for visual question answering in Vietnamese by Nguyen, Nghia Hieu, Vo, Duong T.D., Van Nguyen, Kiet, Nguyen, Ngan Luu-Thuy

“…In recent years, visual question answering (VQA) has attracted attention from the research community because of its highly potential applications (such as…”
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An approach of data augmentation to improve the performance of BERTology models for Vietnamese hate speech detection by Luu, Son T., Van Nguyen, Kiet, Nguyen, Ngan Luu-Thuy

“…Hate speech detection on social media networks is the classification task that automatically detects harmful comments from users and prevents the appearance of…”
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ViCLEVR: a visual reasoning dataset and hybrid multimodal fusion model for visual question answering in Vietnamese by Tran, Khiem Vinh, Phan, Hao Phu, Van Nguyen, Kiet, Nguyen, Ngan Luu Thuy

“…In recent years, visual question answering (VQA) has gained significant attention for its diverse applications, including intelligent car assistance, aiding…”
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A Study of Vietnamese Sentiment Classification with Ensemble Pre-Trained Language Models by Thin, Dang Van, Hao, Duong Ngoc, Nguyen, Ngan Luu-Thuy

“…Sentiment Analysis (SA) has attracted increasing research attention in recent years. Most existing works tackle the SA task by fine-tuning single pre-trained…”
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Classification of human skin cancer using Stokes-Mueller decomposition method and artificial intelligence models by Luu, Thanh-Ngan, Phan, Quoc-Hung, Le, Thanh-Hai, Pham, Thi-Thu-Hien

“…A hybrid framework consisting of the Stokes- decomposition method and various artificial intelligence (AI) models is proposed for classifying human melanoma…”
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Enhancing Lexical-Based Approach With External Knowledge for Vietnamese Multiple-Choice Machine Reading Comprehension by Nguyen, Kiet Van, Tran, Khiem Vinh, Luu, Son T., Nguyen, Anh Gia-Tuan, Nguyen, Ngan Luu-Thuy

“…Although Vietnamese is the <inline-formula> <tex-math notation="LaTeX">17^{th} </tex-math></inline-formula> most popular native-speaker language in the world,…”
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Combined Mueller matrix imaging and artificial intelligence classification framework for Hepatitis B detection by Pham, Thi-Thu-Hien, Nguyen, Hoang-Phuoc, Luu, Thanh-Ngan, Le, Ngoc-Bich, Vo, Van-Toi, Huynh, Ngoc-Trinh, Phan, Quoc-Hung, Le, Thanh-Hai

“…The combination of polarized imaging with artificial intelligence (AI) technology has provided a powerful tool for performing an objective and precise…”
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Exploring alignment-classification methods in the context of professional writing assistance by Duong, Mai, Nghiem, Minh-Quoc, Nguyen, Ngan Luu-Thuy

“…Proofreading, the act of checking first-draft writings performed by native experts, is essential for professional writing by non-native speakers. Usually,…”
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ViMs: a high-quality Vietnamese dataset for abstractive multi-document summarization by Tran, Nhi-Thao, Nghiem, Minh-Quoc, Nguyen, Nhung T. H., Nguyen, Ngan Luu-Thuy, Van Chi, Nam, Dinh, Dien

“…Automatic text summarization is important in this era due to the exponential growth of documents available on the Internet. In the Vietnamese language,…”
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Multi-stage transfer learning with BERTology-based language models for question answering system in vietnamese by Van Nguyen, Kiet, Do, Phong Nguyen-Thuan, Nguyen, Nhat Duy, Nguyen, Anh Gia-Tuan, Nguyen, Ngan Luu-Thuy

“…With the fast growth of information science and engineering, a large number of textual data generated are valuable for natural language processing and its…”
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Exploring zero-shot and joint training cross-lingual strategies for aspect-based sentiment analysis based on contextualized multilingual language models by Van Thin, Dang, Quoc Ngo, Hung, Ngoc Hao, Duong, Luu-Thuy Nguyen, Ngan

“…Aspect-based sentiment analysis (ABSA) has attracted many researchers' attention in recent years. However, the lack of benchmark datasets for specific…”
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Polarimetric imaging combining optical parameters for classification of mice non-melanoma skin cancer tissue using machine learning by Pham, Thi-Thu-Hien, Luu, Thanh-Ngan, Nguyen, Thao-Vi, Huynh, Ngoc-Trinh, Phan, Quoc-Hung, Le, Thanh-Hai

“…Polarimetric imaging systems combining machine learning is emerging as a promising tool for the support of diagnosis and intervention decision-making processes…”
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Antimicrobial susceptibility and clarithromycin resistance patterns of Helicobacter pylori clinical isolates in Vietnam [version 1; peer review: 2 approved] by Quek, Camelia, Pham, Son T, Tran, Kieu T, Pham, Binh T, Huynh, Loc V, Luu, Ngan B.L, Le, Thao K.T, Quek, Kelly, Pham, Van H

“…Helicobacter pylori is a gastric pathogen that causes several gastroduodenal disorders such as peptic ulcer disease and gastric cancer.  Eradication efforts of…”
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Utility of Bulk T-Cell Receptor Repertoire Sequencing Analysis in Understanding Immune Responses to COVID-19 by Kockelbergh, Hannah, Evans, Shelley, Deng, Tong, Clyne, Ella, Kyriakidou, Anna, Economou, Andreas, Luu Hoang, Kim Ngan, Woodmansey, Stephen, Foers, Andrew, Fowler, Anna, Soilleux, Elizabeth J

“…Measuring immunity to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the causative agent of coronavirus disease 19 (COVID-19), can rely on…”
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Characterization of Mueller matrix elements for classifying human skin cancer utilizing random forest algorithm by Luu, Ngan Thanh, Le, Thanh-Hai, Phan, Quoc-Hung, Pham, Thi-Thu-Hien

“…Significance: The Mueller matrix decomposition method is widely used for the analysis of biological samples. However, its presumed sequential appearance of the…”
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The Diverse Roles of Heme Oxygenase-1 in Tumor Progression by Luu Hoang, Kim Ngan, Anstee, Joanne E, Arnold, James N

“…Heme oxygenase-1 (HO-1) is an inducible intracellular enzyme that is expressed in response to a variety of stimuli to degrade heme, which generates the…”
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Nutrition therapy for critically ill patients across the Asia–Pacific and Middle East regions: A consensus statement by Sioson, Marianna S, Martindale, Robert, Abayadeera, Anuja, Abouchaleh, Nabil, Aditianingsih, Dita, Bhurayanontachai, Rungsun, Chiou, Wei-Chin, Higashibeppu, Naoki, Mat Nor, Mohd Basri, Osland, Emma, Palo, Jose Emmanuel, Ramakrishnan, Nagarajan, Shalabi, Medhat, Tam, Luu Ngan, Ern Tan, Jonathan Jit

“…Summary Background & aims Guidance on managing the nutritional requirements of critically ill patients in the intensive care unit (ICU) has been issued by…”
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UIT-VSFC: Vietnamese Students' Feedback Corpus for Sentiment Analysis by Nguyen, Kiet Van, Nguyen, Vu Duc, Nguyen, Phu X. V., Truong, Tham T. H., Nguyen, Ngan Luu-Thuy

“…Students' feedback is a vital resource for the interdisciplinary research combining of two fields: sentiment analysis and education. To strengthen the…”
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