實驗室成員 — Lab Members

歷年活動照片

歷屆研究所畢業生
年度 學位 姓名 Name 論文名稱(中) 論文名稱(英)
114博士陳勝舢Sheng-Shan Chen應用大型語言模型於網路威脅情資分析之研究A Study on Applying Large Language Models to Cyber Threat Intelligence Analysis
113博士石道全Tao-Chuan Shih以幾何深度學習與蛋白語言模型的融合策略的抗原表位預測系統Geometry-based Graph Neural Networks and Protein Language Model Fusion Strategies for Epitope Prediction
碩士黃士儼Shi-Yan Huang膀胱癌血液和組織樣本DNA甲基化生物標記的表現評估比較分析Comparative Evaluation of DNA Methylation Biomarker Expression in Blood and Tissue Samples of Bladder Cancer
碩士王笙Sheng Wang混合預測模型於醫藥銷售預測的應用Application of a Hybrid Forecasting Model in Pharmaceutical Sales Prediction
碩士黃品宥Pin-You Huang應用側面步態評估幼兒粗大動作發展之自動化分析Automatic Analysis of Gross Motor Development in Toddlers Using Side-View Walking Pose Estimation
碩士胡庭瑋Ting-Wei Hu基於深度學習和影像增強技術應用於下肢水腫檢測與等級分類之研究Research on Lower Limb Edema Detection and Grading Classification Using Deep Learning and Image Enhancement Technologies
碩士楊哲綸Che-Lun Yang基於 ViT 和 Attention Bi-LSTM 的數位病理影像分類方法及其對細胞異常檢測的應用A Digital Pathology Image Classification Method Based on ViT and Attention Bi-LSTM and Its Application to Abnormal Cell Detection
碩士林俐雯Li-Wen Lin基於FastGAN加入輔助分類器提升尿液細胞影像合成質量與可控性FastGAN with Auxiliary Classifiers for Enhanced Quality and Controllability in Urine Cell Image Synthesis
碩士陳維鈞Wei-Chun Chen糖尿病腎病變之DNA甲基化生物標記分析DNA Methylation of Diabetic Kidney Disease with Gene Ontology and Reactome
碩士林煥智Huan-Chih Lin基於類神經網路之可解釋性方法應用於疾病共病預測Application of Explainability Methods for Artificial Neural Networks in Comorbidity Prediction
碩士黃芬緯Fen-Wei Huang甲基化基因生物標記應用於大腸直腸癌之預測分析Application of DNA Methylation Biomarkers in Predictive Analysis of Colorectal Cancer
碩士蔡嘉銨Chia-An Tsai使用步態特徵進行幼兒粗大動作發展之自動分析Automatic Classification of Toddler Gross Motor Development Based on Gait Feature Analysis
碩士黃士銘Shih-Ming Huang新冠疫情對美國肺部疾病醫療器械之召回根因關聯規則分析Association Rule Analysis of Medical Device Recall Causes for COVID-19 Impact on U.S. Pulmonary Disease
112碩士余承翰Cheng-Han Yu比較機器學習預測呼吸器相關肺炎死亡率與特徵分析Comparison of Different Machine Learning Models for Predicting Mortality and Feature Analysis in Ventilator-Associated Pneumonia
碩士黃乃軒Nai-Hsuan Huang以手繪圖形影像評估兒童精細動作之自動辨識機制An Automatic Recognition Mechanism for Assessing Fine Motor Development through Hand-Drawn Shape Images in Children
碩士楊尹彰Yin-Chang Yang基於動作特徵自動辨識嬰兒之粗大動作發展輔助評估研究Research on Automated Movements Recognition for Assistive Evaluation of Gross Motor Development in Infants
碩士林祐靖Yu-Ching Lin基於深度學習技術應用於下肢水腫不同等級之自動分類Automatic Grading Scale Classification of Lower Limb Pitting Edema based on Deep Learning Approaches
碩士陳榮庭Jung-Ting Chen基於CycleGAN恆等損失函數改進數位病理影像的染色正規化效果Improving the Stain Normalization of Digital Pathology Images Based on the Identity Loss Function of CycleGAN
碩士林宛佳Wan-Chia Lin基於耳機蒐集的心跳速率與六軸慣性訊號以機器學習模組辨識睡眠期別Using Machine Learning Modules to Recognize Sleep Stages Based on Heart Rates and Six-axis Inertial Signals Collected by Headphones
碩士韓靖Jing Han氣泡瑕疵自動檢測與修復實現應用於 IHC 數位病理影像Implementation of Automated Bubble Defect Detection and Repairment in IHC Pathological Images
111碩士黃宥勛Yu-Hsun Huang聯邦式學習模型應用於乳癌數位病理影像分析Application Of Federated Learning Models In Digital Pathological Image Analysis For Breast Cancer
碩士簡旭均Hsu-Chun Chien心臟衰竭患者六分鐘步行測試之特徵分析Feature analysis of six minute walking test for heart failure patients
碩士梁博瑜Po-Yu Liang基於電腦叢集的疾病基因關聯查詢系統及疾病相似度分析Disease-Gene Association Query System and Disease Similarity Analysis on Computer Cluster
碩士吳陽生Yang-Sheng Wu透過彈性主樹揭示肌萎縮性側索硬化症之疾病發展Uncovering Disease Development of ALS Through Application of Elastic Principal Trees
碩士Bhat Mahmood HussainBhat Mahmood Hussain通過組合超級公式和生成對抗網路資料擴增技術提升蘋果樹葉疾病之圖像分割Enhancing Apple Leaf Disease Segmentation through Combined Superformula and Generative Adversarial Networks Data Augmentation
碩士王星文Hsing-Wen Wang綜整SMOTE與WCGAN-GP技術強化小型表格臨床試驗之混合資料擴增Enhancing Small Tabular Clinical Trial Data Through Hybrid Data Augmentation: Combining SMOTE and WCGAN-GP
碩士唐岳Yueh Tang使用比例式 Jaccard 指標辨識共病樣式及預測罹患心臟衰竭之高風險患者Using Proportional Jaccard Indices to Identify Comorbidity Patterns and to Predict High-risk Heart Failure Patients
碩士彭柏誠Po-Cheng Peng以機器學習分析醫療紀錄的時間屬性以預測心臟衰竭之風險Using machine learning on time attribute of medical records to predict risk of heart failure
110碩士倪嘉言Chia-Yen Ni使用小波分析與波峰偵測輔助運動週期性呼吸之判斷Detection of Exercise Oscillatory Ventilation by Wavelet Transform and Local Maximum
碩士VAIBHAV KUMAR SUNKARIAVaibhav Kumar SunkariaAn Integrated Approach For Uncovering Novel DNA Methylation Biomarkers For Non-small Cell Lung CarcinomaAn Integrated Approach For Uncovering Novel DNA Methylation Biomarkers For Non-small Cell Lung Carcinoma
碩士VINOTHINI SIVARAMAKRISHNANVinothini SivaramakrishnanIdentification and Comparison of DNA Methylation Biomarkers for Kidney Renal Clear Cell Carcinoma and Renal Papillary Cell CarcinomaIdentification and Comparison of DNA Methylation Biomarkers for Kidney Renal Clear Cell Carcinoma and Renal Papillary Cell Carcinoma
碩士許邦毅Pang-Yi Hsu互動式病理組織影像之細胞核檢測系統Interactive nucleus detection system for histopathological imaging
碩士何韋辰Wei-Chen Ho嬰幼兒神經發展之適應性評估追蹤系統An adaptive assessment tracking system for children's neurodevelopment
碩士歐陽緒Hsu Ou-Yang使用類 U-Net 架構進行乳癌區域辨識的跨染色組織病理學影像分割Cross-Staining Histopathology Image Segmentation For Breast Cancer Area Detection Using U-Net-like Architecture
碩士黃彥穎Yan-Ying Huang基於引導式對話之學齡前兒童語言能力分析Preschool children's speech ability analysis based on the guided conversation
碩士張育瑞Yu-Jui Chang動態顏色反卷積系統應用於H&E影像染色分離Dynamic Color Deconvolution System applied to H&E Image stain separation
109碩士羅芸岑Yun-Cen Luo企業財務表單文件影像分析及資料擷取Image analysis and data acquisition of enterprise financial form documents
碩士楊亞政Ya-Cheng Yang基於BERT語言模型之衛教機器人對話系統Health education chatbot system based on BERT language model
碩士蔣維Wei Chiang疾病軌跡路徑分析與相對風險指標預測Disease trajectory analytics and relative risk prediction
碩士彭正鈦Cheng-Tai Peng中文語音文字線上情緒辨識及應用Online Emotion Recognition and Application of Chinese Speech and Text
碩士譚榮棋Jung-Chi Tan以手環及生物特徵預測心臟衰竭患者未來風險Predicting the future hazard of heart failure patients with smart watches and biometrics
108碩士石道全Tao-Chuan Shih基於投票機制之虹彩病毒科與野田病毒科的宿主專一性抗原表位預測A voting mechanism-based linear epitope prediction system for the host-specific Iridoviridae and Nodaviridae
107碩士蕭仲圻Chung-Chi Hsiao使用長鏈非編碼RNA相關性改善基因本體論之過表現分析Improving Overrepresentation Analysis of Gene Ontology based on Long Noncoding RNA Association
碩士劉晉睿Chin-Jui Liu3D蛋白質列印之支撐架構設計及材料減量Supporting structure design and material reduction for 3D protein printing
碩士許少捷Shao-Chieh Hsu於物聯網裝置輔助心臟衰竭患者之復健照護系統Auxiliary Rehabilitation Healthcare System for Heart Failure Patients Using Internet-of-Thing Devices
106碩士劉穎杰Ying-Jie LiuKEGG生物路徑之完整子圖建構與分析Complete subgraph construction and analysis for KEGG biological pathways
博士羅英倉Ying-Tsang Lo抗原結合表面區塊分析與組合式抗原表位預測Antigen binding surface patch analysis and conformational epitope prediction
碩士劉俊成Chun-Cheng Liu全轉錄體基因表現差異群組之強化KEGG生物路徑功能註解An enhanced KEGG biological pathway functional annotation for RNA-seq differentially expressed gene clusters
碩士張仰鈞Yang-Chun Chang台灣吳郭魚特定功能基因群之簡單重複序列生物標記Functional simple sequence repeat (SSR) biomarkers for specific gene group of Taiwan tilapia
105博士陳建銘Chien-Ming Chen透過系統生物學強化RNA-seq表現差異分析流程Improving RNA-Seq Differential Expression Analysis through System Biology Approaches
碩士林琨祐Kun-You LinDNA浮水印技術之研究與系統開發A Study on DNA Watermark Technology and System Development
碩士李冠荭Kuan-Hung Li多物種選擇用於轉錄體功能分析Multiple Species Selection for Transcriptomics Sequencing and Functional Analysis
104碩士鄭弘翊Hung-Yi Chengα螺旋蛋白質內部重複單元切割與分類Internal Repeat Segmentation and Subtype Classification of α-solenoid Proteins
碩士王騰緯Teng-Wei Wang錨蛋白重複域之蛋白質序列辨識及功能分群Ankyrin Repeat Domain Sequence Identification and Functional Clustering
碩士張婉麗Wan-Li Chang基於序列抗原特性與結構表面特徵之構象抗原表位預測Conformational Epitope Prediction based on Sequence Antigenicities and Surface Characteristics
103碩士彭元祺Yuan-Chi Peng超音波影像與慢性腎臟病期數之關聯性分析Association analysis of stage of chronic kidney disease and ultrasonography
102博士王信偉Hsin-Wei Wang蛋白質結構排比及彈性結構比對Protein structure alignment and flexible structure comparison
碩士陸宇倫Yu-Lun Lu以基因本體論篩選管家基因進行基因表現量正規化分析Gene Expression Normalization by GO based Housekeeping Gene Selection
碩士蕭志邦Chi-Pong Sio人類基因組之簡單重複序列多態性辨識Identification of SSR Polymorphisms for Human Genomes
碩士龔興浩Hsing-Hao Kung基於共線區塊特徵進行魚類模式物種之基因體比較Comparative Genomics for Fishery Model Species based on Syntenic Blocks
101碩士黃箴理Jhen-Li Huang跨物種簡單重複序列生物標記之辨識Identify Cross-Species Simple Sequence Repeat Biomarkers
碩士楊晴涵Cing-Han Yang蛋白質序列分析與功能域邊界辨識Protein Sequence Analysis and Boundary Detection of Functional Domain
碩士陳煜倫Yu-Lun Chen基於後綴樹演算法之同源共線性區塊偵測與辨識Homologous Synteny Block Detection and Recognition Based on Suffix Tree Algorithms
碩士彭奕翔Yi-Siang Peng眼球表面臨床影像之眼角膜血管增生辨識Detecting corneal neovascularization based on clinical ocular surface images
碩士劉振隆Chen-Lung Liu跨生物路徑資料庫探勘反饋迴路和耦合反饋迴路Discovering feedback and coupled feedback loops from integrated pathway databases
100碩士施燦煌Tsan-Huang Shih轉錄體功能註解及跨物種比對分析Functional Annotation of Transcriptomic Data and Cross-species Comparison
99碩士何芝穎Chih-Yin Ho青光眼特徵分析及自動臨床診斷系統建置An automatic fundus image analysis system for clinical diagnosis of glaucoma
碩士蔡岳霖Yueh-Lin Tsai基於測地線距離特徵之形狀不變性描述子進行蛋白質表面比對之研究Deformation Invariant Descriptors Based on Geodesic Distance Features for Protein Surface Comparison
碩士莊家盛Chia-Sheng Chuang使用生物途徑之映射模式進行同源基因之比對分析:以缺氧誘導因子為例Biological Pathway Mapping Model for Homologous Gene Comparison - A Case Study on Hypoxia-Inducible Factor
碩士羅英倉Ying-Tsang Lo使用CUDA平行處理技術加速蛋白質結構表面之立體角性質比對分析Comparison of solid angle property on protein surfaces with CUDA acceleration
99(1)碩士林雅琪Ya-Chi Lin基於支持向量機及物理化學性質為基礎的線性抗原預測系統Linear Epitope Prediction Based on Support Vector Machine and Propensity Scale Method
98(1)碩士高華霙Hua-Ying Kao蛋白質序列及結構內部重複樣式之偵測Identification of Internal repeat Patterns within Proteins Sequences and Structures
97碩士陳治嘉Chih-Chia Chen基於比較基因體偵測人類疾病基因的串聯重複序列Short Sequence Repeat Discovery for Human Disease Genes Based on Comparative Genomics
碩士陳典佑Tien-Yu Chen多重蛋白質結構重疊之疊代精煉演算法Iterative Refinement Algorithm for Multiple Protein Structure Superposition
碩士吳偉國Wei-Kuo Wu基於幾何特性之B細胞組合式抗原決定基預測系統Prediction of B-cell Conformational Epitopes by Geometrical Affinity and Propensity Approaches
碩士許雁筑Yen-Chu Hsu結合疊代修正之混合式多重結構排比演算法A Hybrid Multiple Structure Alignment Algorithm with Iterative Refinement
碩士陳建銘Chien-Ming Chen透過比較基因體學尋找具功能性的簡單重複序列Discovering Functional Simple Sequence Repeat through Comparative Genomics
碩士孫江曼Chiang-Man Sun基於蛋白質二級結構間距離矩陣之多重結構排比Distance Matrix Analysis of Mutual Secondary Structure Pairs for Multiple Structure Alignment
96碩士陳建智Chien-Chih Chen臉部特徵擷取與中文視素轉換應用於卡通動畫合成Facial Feature Extraction and Chinese Text-to-Viseme for Cartoon Animation Synthesis
碩士鐘煒鈞Wei-Jun Zhung基於抗原特性及幾何位置之組合式抗原決定基預測Conformational Epitope Prediction based on Geometrical relationship and Antigenic Characteristics
95碩士劉志鴻Chih-Hong Liu以數學形態學為基礎之生化濾波器應用於線性抗原預測Mathematical Morphology Based Biochemical Property Filters for Linear Epitope Prediction
碩士唐正英Cheng-Ying Tang改進Effort-Moderated試題反應模型之研究A Research on Improved Effort-Moderated Item Response Model
碩士王信偉Hsin-Wei Wang建構一個動態筆墨技術為基礎之數位學習系統Construction of a Dynamic Ink Technology Based E-Learning System
碩士張瑞祥Ruei-Hsiang Chang以二級結構幾何關聯為基礎之多重結構排比Multiple Structure Alignment Based on Geometrical Correlation of Secondary Structure Elements
碩士徐肇陽Chao-Yang Hsu具多重樣板偵測機制之人臉特徵自動擷取系統An Automatic Facial Feature Extraction System with Multiple Template Detection Mechanism
94碩士黃群凱Chun-Kai Huang個人卡通臉譜繪畫風格轉換與誇張化技術之探討The Research on Painting Style Transformation and Exaggeration for Customized Cartoon Caricatures
碩士蘇柏翰Bo-Han Su限制性多重蛋白質結構特徵排比應用於唯一樣式之偵測Constrained Multiple Protein Structure Feature Alignment for Unique Pattern Detection
碩士張柏豪Po-How Chang應用於數學數位教學環境之手繪幾何圖形辨識Online Hand-Drawn Geometric Shape Recognition for the Application of Mathematics E-Teaching Environments
碩士周偉堯Wei-Yao Chou多重索引序列排比應用於群組特徵擷取之研究A Study on Group Feature Extraction Based on Multiple Indexing Sequence Alignment
93碩士吳佩芷Pei-Chih Wu近似特徵比對技術應用於唯一樣式之偵測Approximate Feature Matching Techniques for Unique Pattern Detection
碩士張為元Wei-Yuan Chang區間跳躍演算法應用於階層式群體特徵擷取與分析Hierarchical Group Feature Extraction and Analysis Based on Interval Jumping Algorithms
92碩士朱家漢Jia-Han Chu具可變長度及容忍度特徵之字串搜尋比對演算法Efficient Pattern Matching Algorithms for Variable-Length and Tolerant Strings
碩士張福生Fu-Sheng Chang以ASM為基礎之人臉特徵擷取系統ASM-Based Facial Feature Extraction Systems
碩士董致成Jr-Cheng Dung卡通臉譜特徵向量之分群與合成Feature Clustering and Synthesis of Caricatures
91碩士楊志耀Chih-Yao Yang基於人臉影像與臉譜特徵向量之二維卡通臉譜系統Facial Image and Customized Feature-Vector Based 2D Caricature Generating Systems
90碩士莊文圳Wen-Jung Juang一種應用於車速自動偵測之適應性比對演算法Adaptive Windowing Predication for Vehicle Speed Estimation
碩士蔡顏丞Yen-Cheng Tsai動態邊界偵測在微陣列影像上的分析Microarray Image Analysis by Active Contour Models