每年專案
個人檔案
學歷
- 2014-2018 元智大學資訊工程學系博士
- 2012-2014 元智大學資訊工程學系碩士
- 2005-2010 B.Eng. in Information Technology, Da Lat University, Vietnam
經歷
- 2023.02- 臺北醫學大學國際醫學研究碩博士學位學程副教授
- 2023.02- 臺北醫學大學醫學院人工智慧醫療碩士在職專班副教授
- 2020.06-2023.01 臺北醫學大學國際醫學研究碩博士學位學程助理教授
- 2019.08-2023.01 臺北醫學大學醫學院人工智慧醫療碩士在職專班助理教授
- 2018.08-2019.08 新加坡南洋理工大學博士後研究員
獎項
- Best Oral Presenter Award (20th Asia Pacific Bioinformatics Conference-APBC2022)
- TMU Excellent Research Paper Award (Taipei Medical University)
- Future Tech Awards (Taiwan FUTEX 2021)
研究興趣
- 人工智慧醫療
- 生物資訊學、計算生物學
- 影像組學、基因組學和蛋白質組學
- 醫學信息學
相關連結
- http://aibiomed.tmu.edu.tw/
指紋
- 1 類似的個人檔案
過去五年中的合作和熱門研究領域
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DeepNLP-DNA:運用深度編解碼架構及二維卷積神經網路以分析去氧核糖核酸序列表現之預先訓練自然語言處理模型研究(2/2)
8/1/22 → 7/31/23
研究計畫: A - 政府部門 › b - 國家科學及技術委員會
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ALDH2 as a potential stem cell-related biomarker in lung adenocarcinoma: Comprehensive multi-omics analysis
Tran, T. O., Vo, T. H., Lam, L. H. T. & Le, N. Q. K., 1月 2023, 於: Computational and Structural Biotechnology Journal. 21, p. 1921-1929 9 p.研究成果: 雜誌貢獻 › 文章 › 同行評審
開啟存取1 引文 斯高帕斯(Scopus) -
Automatic Detection of Meniscus Tears Using Backbone Convolutional Neural Networks on Knee MRI
Hung, T. N. K., Vy, V. P. T., Tri, N. M., Hoang, L. N., Tuan, L. V., Ho, Q. T., Le, N. Q. K. & Kang, J. H., 3月 2023, 於: Journal of Magnetic Resonance Imaging.研究成果: 雜誌貢獻 › 文章 › 同行評審
7 引文 斯高帕斯(Scopus) -
Development and Validation of CT-Based Radiomics Signature for Overall Survival Prediction in Multi-organ Cancer
Le, V. H., Kha, Q. H., Minh, T. N. T., Nguyen, V. H., Le, V. L. & Le, N. Q. K., 2023, (接受/付印) 於: Journal of Digital Imaging. 36, 3, p. 911-922 12 p.研究成果: 雜誌貢獻 › 文章 › 同行評審
7 引文 斯高帕斯(Scopus) -
Improved prediction of drug-drug interactions using ensemble deep neural networks
Vo, T. H., Nguyen, N. T. K. & Le, N. Q. K., 2月 2023, 於: Medicine in Drug Discovery. 17, 100149.研究成果: 雜誌貢獻 › 文章 › 同行評審
開啟存取2 引文 斯高帕斯(Scopus) -
MaskDNA-PGD: An innovative deep learning model for detecting DNA methylation by integrating mask sequences and adversarial PGD training as a data augmentation method
Zheng, Z., Le, N. Q. K. & Chua, M. C. H., 1月 15 2023, 於: Chemometrics and Intelligent Laboratory Systems. 232, 104715.研究成果: 雜誌貢獻 › 文章 › 同行評審
3 引文 斯高帕斯(Scopus)
資料集
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Additional file 2 of TNFPred: identifying tumor necrosis factors using hybrid features based on word embeddings
Phan, D. (Contributor), Le, N. Q. K. (Contributor), Ou, Y. (Contributor), Ho, Q. (Contributor) & Nguyen, T. (Contributor), Figshare, 2020
DOI: 10.6084/m9.figshare.13126665.v1, https://doi.org/10.6084%2Fm9.figshare.13126665.v1
資料集: Dataset
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Additional file 1 of TNFPred: identifying tumor necrosis factors using hybrid features based on word embeddings
Ou, Y. (Contributor), Ho, Q. (Contributor), Nguyen, T. (Contributor), Le, N. Q. K. (Contributor) & Phan, D. (Contributor), Figshare, 2020
DOI: 10.6084/m9.figshare.13126662.v1, https://doi.org/10.6084%2Fm9.figshare.13126662.v1
資料集: Dataset
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Additional file 3 of TNFPred: identifying tumor necrosis factors using hybrid features based on word embeddings
Phan, D. (Contributor), Le, N. Q. K. (Contributor), Ho, Q. (Contributor), Ou, Y. (Contributor) & Nguyen, T. (Contributor), Figshare, 2020
DOI: 10.6084/m9.figshare.13126668.v1, https://doi.org/10.6084%2Fm9.figshare.13126668.v1
資料集: Dataset
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Additional file 5 of TNFPred: identifying tumor necrosis factors using hybrid features based on word embeddings
Ho, Q. (Contributor), Nguyen, T. (Contributor), Le, N. Q. K. (Contributor), Ou, Y. (Contributor) & Phan, D. (Contributor), Figshare, 2020
DOI: 10.6084/m9.figshare.13126674.v1, https://doi.org/10.6084%2Fm9.figshare.13126674.v1
資料集: Dataset
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TNFPred: identifying tumor necrosis factors using hybrid features based on word embeddings
Nguyen, T. (Contributor), Le, N. Q. K. (Contributor), Ho, Q. (Contributor), Phan, D. (Contributor) & Ou, Y. (Contributor), Figshare, 2020
DOI: 10.6084/m9.figshare.c.5182812.v1, https://springernature.figshare.com/collections/TNFPred_identifying_tumor_necrosis_factors_using_hybrid_features_based_on_word_embeddings/5182812/1
資料集: Dataset