Search Results - "Doan, Nhu Nhat Tan"

Region-aggregated attention CNN for disease detection in fruit images by Han, Chang Hee, Kim, Eal, Doan, Tan Nhu Nhat, Han, Dongil, Yoo, Seong Joon, Kwak, Jin Tae

“…Diseases and pests have a profound effect on a yearly harvest and productivity in agriculture. A precise and accurate detection of the diseases and pests could…”
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Tissue of origin detection for cancer tumor using low-depth cfDNA samples through combination of tumor-specific methylation atlas and genome-wide methylation density in graph convolutional neural networks by Nguyen, Trong Hieu, Doan, Nhu Nhat Tan, Tran, Trung Hieu, Huynh, Le Anh Khoa, Doan, Phuoc Loc, Nguyen, Thi Hue Hanh, Nguyen, Van Thien Chi, Nguyen, Giang Thi Huong, Nguyen, Hoai-Nghia, Giang, Hoa, Tran, Le Son, Phan, Minh Duy

“…Cell free DNA (cfDNA)-based assays hold great potential in detecting early cancer signals yet determining the tissue-of-origin (TOO) for cancer signals remains…”
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Multimodal analysis of methylomics and fragmentomics in plasma cell-free DNA for multi-cancer early detection and localization by Nguyen, Van Thien Chi, Nguyen, Trong Hieu, Doan, Nhu Nhat Tan, Pham, Thi Mong Quynh, Nguyen, Giang Thi Huong, Nguyen, Thanh Dat, Tran, Thuy Thi Thu, Vo, Duy Long, Phan, Thanh Hai, Jasmine, Thanh Xuan, Nguyen, Van Chu, Nguyen, Huu Thinh, Nguyen, Trieu Vu, Nguyen, Thi Hue Hanh, Huynh, Le Anh Khoa, Tran, Trung Hieu, Dang, Quang Thong, Doan, Thuy Nguyen, Tran, Anh Minh, Nguyen, Viet Hai, Nguyen, Vu Tuan Anh, Ho, Le Minh Quoc, Tran, Quang Dat, Pham, Thi Thu Thuy, Ho, Tan Dat, Nguyen, Bao Toan, Nguyen, Thanh Nhan Vo, Nguyen, Thanh Dang, Phu, Dung Thai Bieu, Phan, Boi Hoan Huu, Vo, Thi Loan, Nai, Thi Huong Thoang, Tran, Thuy Trang, Truong, My Hoang, Tran, Ngan Chau, Le, Trung Kien, Tran, Thanh Huong Thi, Duong, Minh Long, Bach, Hoai Phuong Thi, Kim, Van Vu, Pham, The Anh, Tran, Duc Huy, Le, Trinh Ngoc An, Pham, Truong Vinh Ngoc, Le, Minh Triet, Vo, Dac Ho, Tran, Thi Minh Thu, Nguyen, Minh Nguyen, Van, Thi Tuong Vi, Nguyen, Anh Nhu, Tran, Thi Trang, Tran, Vu Uyen, Le, Minh Phong, Do, Thi Thanh, Phan, Thi Van, Nguyen, Hong-Dang Luu, Nguyen, Duy Sinh, Cao, Van Thinh, Do, Thanh-Thuy Thi, Truong, Dinh Kiet, Tang, Hung Sang, Giang, Hoa, Nguyen, Hoai-Nghia, Phan, Minh-Duy, Tran, Le Son

“…Despite their promise, circulating tumor DNA (ctDNA)-based assays for multi-cancer early detection face challenges in test performance, due mostly to the…”
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Tissue of origin detection for cancer tumor using low-depth cfDNA samples through combination of tumor-specific methylation atlas and genome-wide methylation density in graph convolutional neural networks by Doan, Nhu Nhat Tan, Nguyen, Trong Hieu, Tran, Trung Hieu, Nguyen, Thi Hue Hanh, Nguyen, Van Thien Chi, Giang, Hoa, Tran, Le Son, Phan, Minh Duy

“…224 Background: Cell free DNA (cfDNA)-based assays hold great potential in detecting early cancer signals yet determining the tissue-of-origin (TOO) for cancer…”
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SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images by Doan, Tan N. N., Song, Boram, Vuong, Trinh T. L., Kim, Kyungeun, Kwak, Jin T.

“…Automated nuclei segmentation and classification are the keys to analyze and understand the cellular characteristics and functionality, supporting…”
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Multimodal analysis of methylation and fragmentomic profiles in plasma cell free DNA for differentiation of benign and malignant breast tumors by Van, Thi Tuong Vi, Nguyen, Hanh Thi-Hue, Nguyen, Thien-Chi Van Van, Vo, Dac Ho, Tran, Trung Hieu, Nguyen, Trong Hieu, Doan, Nhu Nhat Tan, Huynh, Le Anh Khoa, Nguyen, Xuan Vinh, Giang, Hoa, Phan, Minh-Duy, Nguyen, Hoai Nghia, Tran, Le Son

“…7 Background: Breast cancer ranks as the second leading cause of cancer-related mortality among women globally. Early detection of breast cancer is crucial for…”
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Region-aggregated attention CNN for disease detection in fruit images by Chang Hee Han, Eal Kim, Tan Nhu Nhat Doan, Dongil Han, Seong Joon Yoo, Jin Tae Kwak

“…Background Diseases and pests have a profound effect on a yearly harvest and productivity in agriculture. A precise and accurate detection of the diseases and…”
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Multimodal analysis of methylomics and fragmentomics in plasma cell-free DNA for multi-cancer early detection and localization by Nguyen, Van Thien Chi, Nguyen, Trong Hieu, Doan, Nhu Nhat Tan, Pham, Thi Mong Quynh, Nguyen, Giang Thi Huong, Nguyen, Thanh Dat, Tran, Thuy Thi Thu, Vo, Duy Long, Phan, Thanh Hai, Jasmine, Thanh Xuan, Nguyen, Van Chu, Nguyen, Huu Thinh, Nguyen, Trieu Vu, Nguyen, Thi Hue Hanh, Huynh, Le Anh Khoa, Tran, Trung Hieu, Dang, Quang Thong, Doan, Thuy Nguyen, Tran, Anh Minh, Nguyen, Viet Hai, Nguyen, Vu Tuan Anh, Ho, Le Minh Quoc, Tran, Quang Dat, Pham, Thi Thu Thuy, Ho, Tan Dat, Nguyen, Bao Toan, Nguyen, Thanh Nhan Vo, Nguyen, Thanh Dang, Phu, Dung Thai Bieu, Phan, Boi Hoan Huu, Vo, Thi Loan, Nai, Thi Huong Thoang, Tran, Thuy Trang, Truong, My Hoang, Tran, Ngan Chau, Le, Trung Kien, Tran, Thanh Huong Thi, Duong, Minh Long, Bach, Hoai Phuong Thi, Kim, Van Vu, Pham, The Anh, Tran, Duc Huy, Le, Trinh Ngoc An, Pham, Truong Vinh Ngoc, Le, Minh Triet, Vo, Dac Ho, Tran, Thi Minh Thu, Nguyen, Minh Nguyen, Van, Thi Tuong Vi, Nguyen, Anh Nhu, Tran, Thi Trang, Tran, Vu Uyen, Le, Minh Phong, Do, Thi Thanh, Phan, Thi Van, Nguyen, Hong-Dang Luu, Nguyen, Duy Sinh, Cao, Van Thinh, Do, Thanh-Thuy Thi, Truong, Dinh Kiet, Tang, Hung Sang, Giang, Hoa, Nguyen, Hoai-Nghia, Phan, Minh-Duy, Tran, Le Son

“…Despite their promise, circulating tumor DNA (ctDNA)-based assays for multi-cancer early detection face challenges in test performance, due mostly to the…”
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GradMix for nuclei segmentation and classification in imbalanced pathology image datasets by Doan, Tan Nhu Nhat, Kim, Kyungeun, Song, Boram, Kwak, Jin Tae

“…An automated segmentation and classification of nuclei is an essential task in digital pathology. The current deep learning-based approaches require a vast…”
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