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NTU Theses and Dissertations Repository
Browsing by Advisor Eric Y. Chuang
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Showing results 1 to 6 of 6
Publication Year
Title
Author(s)
Department
2023
以注意力機制深度學習用於病理切片影像之路徑及體學標記整合分析
Integrative Analysis of Pathway-Omics Signature in Histopathological Images via Attention-Based Deep Learning
陳翰儒
;
Han-Ru Chen
生醫電子與資訊學研究所
2023
利用腸道微生物菌相早期檢測大腸癌和大腸腺瘤的新型機器學習方法
A novel machine learning pipeline for early detection of colorectal cancer and colorectal adenoma using gut microbiome data
廖乃勳
;
Nai-Shun Liao
生醫電子與資訊學研究所
2025
基於整合式深度學習框架於大腸直腸癌病理切片影像預測生物標記
An Integrated Deep Learning Framework for Biomarker Prediction from Histopathological Images in Colorectal Cancer
田庚昀
;
Geng-Yun Tien
生醫電子與資訊學研究所
2025
基於自注意力圖神經網路與輕型梯度提升機的單細胞RNA定序細胞類型註釋之整合框架開發
LightGBM-GAT: An Integrative Framework for Single-Cell RNA-Seq Annotation Tasks
莊聰賢
;
Tsung-Hsien Chuang
生醫電子與資訊學研究所
2024
建立用於結核桿菌分析之整合性線上基因型插補平台
Development of an integrated online genotype imputation platform for Mycobacterium tuberculosis analysis
劉姜麟
;
Chiang-Lin Liu
生醫電子與資訊學研究所
2025
結合全基因組關聯性研究、多基因風險評分與機器學 習方法揭示日光角化症之遺傳結構
A genome-wide association study with polygenic risk scoring and machine learning approaches reveals novel genetic architecture of actinic keratosis
李育明
;
Yu-Ming Lee
生醫電子與資訊學研究所