戴立嘉

Thermal Image-Based Fire Source Recognition Using Deep Learning and Data Augmentation

電控工程研究所

熱成像、火源辨識、YOLO、資料增強、目標偵測、Thermal Imaging、Fire Source Recognition、Data Augmentation、Object Detection

Deep Learning-Based Water Quality Sensor Data Imputation and Pollutant Dispersion Reconstruction for Unmanned Surface Vehicles

電控工程研究所

水質監測、傅立葉神經算子、物理先驗、無人水面載具、water quality monitoring、Fourier neural operator、physics prior、unmanned surface vehicle

Design of a Portable Intraoral Imaging System and Evaluation of Image Preprocessing for Deep Learning-Based Dental Caries Detection

電控工程研究所

可攜式口腔影像系統、蛀牙辨識、物件偵測、YOLO、影像前處理、CLAHE、影像銳化、Portable Intraoral Imaging System、Dental Caries Detection、Object Detection、Image Preprocessing、Contrast Limited Adaptive Histogram Equalization (CLAHE)、Image Sharpening

Development of Electrochemical and Enzyme-Linked Immunosorbent Assay for Tacrolimus Detection and Their Application in Human Urine

電機學院碩士在職專班

他克莫斯、電化學感測、酵素免疫分析法、尿液分析、治療藥物監測、Tacrolimus、FK-506、electrochemical detect、enzyme-linked immunosorbent assay、ELISA、urine analysis、TDM

Trustworthy Multimodal Deep Learning for Precision Healthcare with Portable Optoelectronics and Wearable IoT

電機資訊國際博士學位學程

多模態深度學習、生成對抗網路、自監督學習、穿戴式裝置、光電系統、情緒辨識、智慧醫療、齲齒偵測、可解釋人工智慧、物聯網、Multimodal Deep Learning、Portable Optoelectronics、Generative Augmentation、Wearable Internet of Things、Emotion Recognition、Intra-Oral Cavity Prediction、Explainable Artificial Intelligence

Electrochemical Detection of Levodopa Using Elastic Silver Nanowire Electrodes Modified with Dendritic Gold Nanostructures

電控工程研究所

奈米金樹狀枝晶、帕金森氏症、奈米銀線、軟性電極、左旋多巴、聚二甲基矽氧烷、Gold Nano-dendritic、Parkinson's disease、Silver Nanowire(AgNW)、Elastic electrode、Levodopa、Polydimethylsiloxane (PDMS)

Trend Analysis of Levodopa Concentration in Sweat for Parkinson’s Disease: A Multimodal Physiological Integration Study Based on Electrochemical Sensing

電控工程研究所

帕金森氏症、電化學感測器、非侵入式、左旋多巴、電化學量測、汗液、慣性感測器(IMU)、Parkinson's disease、electrochemical sensor、sweat、levodopa、non-invasive monitoring、inertial measurement unit、wearable device

Enhancement of Cognitive Radio Network Performance through Hybrid Energy Detection and Cyclostationary Featured-Based Spectrum Sensing in Fading Channel Environments

電機資訊國際碩士學位學程

頻譜感測、認知無線電、能量檢測、迴旋靜態偵測、混合偵測、接收器操作特性、正交分頻多工、衰減通道、Spectrum sensing、Cognitive Radio、Energy based detection、Cyclostationary feature detection、Hybrid sensing model、ROC、OFDM、Fading channel

Monitoring Parkinson's Disease Medication Using Electrochemical L-DOPA Detection in Sweat Integrated with Wearable Physiological Data

電控工程研究所

帕金森氏症、電化學感測器、汗液、左旋多巴、手部顫抖、Parkinson's disease、electrochemical sensor、sweat、levodopa、hand tremor

Integration of Low-Cost Electrochemical Instrument and Sensing Data Platform: A Case Study on the Measurement of Levodopa in Parkinson's Disease Patients

電控工程研究所

巴金森氏症、低成本電化學系統、循環伏安法、即時監測、無線傳輸、響應式網頁、Parkinson’s disease、Low-cost electrochemical system、Cyclic voltammetry、Real-time monitoring、Wireless transmission、Responsive webpage

UAV-Based Real-Time Air Pollution Monitoring and Prediction System

電機工程學系・共同指導：田伯隆

空氣品質預測、機器學習、長短期記憶神經網路、MQTT、CNN-GRU、UAV、Air Quality Forecasting、Machine Learning、LSTM

Research and Development of an Embedded System for Real-Time Detection of Potential Dental Abnormalities

電控工程研究所

蛀牙偵測、嵌入式裝置、即時監控、口腔健康、物件偵測、dental caries detection、embedded device、real-time monitoring、oral health、objection detection

Verification and Evaluation of Electrochemical Measurement of Levodopa in Sweat Based on Gold Nanodendrite-modified Electrodes

電控工程研究所

帕金森氏症、電化學感測器、汗液、左旋多巴、枝晶結構、酪胺酸酶、Parkinson's disease、electrochemical sensor、sweat、levodopa、dendritic structure、tyrosinase

Water Quality Prediction Analysis Based on Wavelet Transform and Deep Learning

電控工程研究所

樹莓派、深度學習、時間序列資料、長短期記憶神經網路、變分自編碼器、小波轉換、Raspberry Pi、Deep Learning、Time series data、LSTM、variantional autoencoder、wavelet transform

FPGA-based Nuclear Magnetic Resonance System with High Precision Probe and Homemade Magnetic Field

電控工程研究所

核磁共振光譜法、可程式化邏輯閘陣列、直接數位合成、脈衝程式設計器、自由感應衰減、NMR spectroscopy、FPGA、Direct Digital Synthesis (DDS)、Pulse Programmer、Free Induction Decay (FID)

Electrochemical Measurement of Levodopa in Sweat Using Nano-dendritic Modified Electrodes

電控工程研究所

可穿戴式裝置、左旋多巴、電化學、汗液感測器、奈米枝金改性電極、Wearable device、levodopa、Electrochemistry、sweat sensor、gold nano-dendritic modified electrode

Analysis of PM2.5 Prediction Based on Gas Emission Data and Machine Learning

電控工程研究所

PM2.5預測、機器學習、時間序列資料、長短期記憶神經網路、CNN-LSTM、PM2.5 forecasting、Machine learning、Time series data、LSTM

Reconstruction and Density Estimation of Metal Nano-dendrites in Electrochemical Biosensors Based on Random Walk and Diffusion Limited Aggregation

電控工程研究所

蒙特卡羅法、枝晶生長、隨機遊走、電化學生物感測器、擴散限制聚集、Monte Carlo method、Dendrite growth、Random walk、Electrochemical biosensor、Diffusion limited aggregation