孫家偉

Chia-Wei Sun・電機學院・光電工程學系、光電工程研究所

碩士平均畢業時長
2.31 年
中位數 2.10 年・41 人
博士平均畢業時長
6.86 年
中位數 6.76 年・8 人
收錄論文
57 篇
101–115 學年度
全校中位數(供對照)
碩士 2.10・博士 6.11 年

畢業時長趨勢

每學年度畢業人數

只計入有論文收錄的畢業生;中途休學或更換指導教授的學生不會出現在這裡。

研究關鍵字

Near-Infrared Spectroscopy功能性近紅外光光譜術深度學習近紅外光光譜術Deep Learning機器學習Machine LearningOptical Coherence Tomographyfunctional near-infrared spectroscopySupport vector machineOsteoporosis骨質疏鬆症微循環microcirculation支持向量機neurofeedback葉克膜NIRS光學同調斷層掃描卷積神經網路注意力不足過動症Tourette syndrome光學同調斷層掃描術Prefrontal cortexextracorporeal membrane oxygenation偏頭痛migraine近紅外光Convolutional Neural Network妥瑞症神經回饋智慧光學骨質密度儀Intelligent Optical Bone Densitometry神經回饋訓練Attention Deficit Hyperactivity Disorder前額葉皮質膠質瘤遠紅外光前額葉可解釋人工智慧GliomaExplainable AI輕度創傷性腦損傷生成式資料增強functional near-infrared spectroscopy (fNIRS)generative data augmentation整體縱向應變Global Longitudinal Strain肺腫瘤分級Lung Tumor Grading

想看最新的研究方向與計畫經費,也可以查政府研究計畫(GRB)。

指導論文

學年度論文學制入學提交日期畢業時長
115
Conditional Denoising Diffusion Probabilistic Model for Lung Cancer Diagnosis Using Optical Coherence Tomography: Evaluating the Efficacy of Generative Data Augmentation
光電工程學系
深度學習、擴散機率模型、光學同調斷層掃描、Deep Learning、Diffusion Model、Optical Coherence Tomography
碩士1132026-09-142.12 年
115
Optical Coherence Tomography for IDH Mutation Assessment and Large Language Model–Based Report Generation in Glioma
光電工程學系
光學同調斷層掃描、腦膠質瘤、IDH突變、卷積神經網路、可解釋人工智慧、大型語言模型、檢索增強生成、Optical Coherence Tomography、Glioma、IDH Mutation、Convolutional Neural Network、Explainable AI、Large Language Model、Retrieval-Augmented Generation
碩士1132026-08-272.07 年
115
Functional Near-Infrared Spectroscopy for Mild Traumatic Brain Injury Diagnosis: A Study on Generative Adversarial Network Data Augmentation Across Multiple Cognitive Tasks
光電工程學系
輕度創傷性腦損傷、功能性近紅外光光譜術、卷積神經網路、生成式資料增強、多測驗合併分類、mild traumatic brain injury (mTBI)、functional near-infrared spectroscopy (fNIRS)、convolutional neural network (CNN)、generative data augmentation、multi-task fusion classification
碩士1132026-08-272.07 年
114
Development of neurofeedback training in pediatric neuropsychiatric disorders with a wearable near-infrared spectroscopy device
生物科技學系
功能性近紅外光譜、妥瑞症、注意力不足過動症、神經回饋、無線穿戴式近紅外光光譜裝置、functional near-infrared spectroscopy、Tourette syndrome、attention-deficit hyperactivity disorder、neurofeedback、wireless wearable near-infrared spectroscopy device
博士1042026-04-2410.73 年
114
An Intelligent Optical Framework for Health Assessment in Aging Population
光電博士學位學程(台灣聯合大學系統)
漫射光學影像、近紅外光譜(NIRS)、雷射都卜勒血流儀(LDF)、光學骨密度量測、骨礦物質密度(BMD)、微血管反應性、機器學習、老化生理、Diffuse Optical Imaging、Near-Infrared Spectroscopy (NIRS)、Laser Doppler Flowmetry (LDF)、Optical Bone Densitometry、Bone Mineral Density (BMD)、Microvascular Reactivity、Machine Learning、Aging Physiology
博士1082026-04-086.69 年
114
Diffusion Model-Assisted Optical Coherence Tomography Angiography for Cardiovascular Risk Indicator Assessment
光電工程學系
光學同調斷層掃瞄血管造影、整體縱向應變、去噪擴散機率模型、卷積神經網路、交叉驗證、Optical Coherence Tomography Angiography(OCTA)、Global Longitudinal Strain、Denoising Diffusion Probabilistic Model(DDPM)、Convolutional Neural Network、Cross-Validation
碩士1122026-02-022.51 年
114
Study on image preprocessing and deep learning-based classification for intelligent optical bone densitometry
光電工程學系
影像處理、深度學習、智慧光學骨質密度儀、骨質疏鬆症、資料不平衡、Image Processing、Deep Learning、Intelligent Optical Bone Densitometry、Osteoporosis、Class Imbalance
碩士1122025-09-252.15 年
114
Functional near-infrared spectroscopy for the diagnosis of mild traumatic brain injury: generative data augmentation and explainable artificial intelligence analysis
光電工程學系
輕度創傷性腦損傷、功能性近紅外光光譜術、機器學習、生成式資料增強、可解釋人工智慧、Mild traumatic brain injury、Functional near-infrared spectroscopy、Machine learning、Generative data augmentation、Explainable artificial intelligence
碩士1122025-09-252.15 年
114
Deep Learning-Based Classification and Grading Diagnosis of Pulmonary Tumors Using Three-Dimensional Optical Coherence Tomography
光電工程學系
光學同調斷層掃瞄、多實例學習、肺腫瘤分級、光學衰減係數、三維卷積神經網路、Optical Coherence Tomography、Lung Tumor Grading、Optical Attenuation Coefficient、Multiple Instance Learning、3D Convolutional Neural Network
碩士1122025-09-162.13 年
113
Enhancing functional near-infrared spectroscopy Data Augmentation with Generative Adversarial Networks (GANs) for Verbal Fluency Test-Based Classification of Psychiatric Disorders
光電工程學系
功能性近紅外光光譜術、雙相情感障礙症、思覺失調症、語意流暢度測試、生 成式對抗網路、Functional Near-Infrared Spectroscopy (fNIRS)、Bipolar Disorder (BPD)、Schizophrenia (SZ)、Verbal fluent test(VFT)、Generative Adversarial Networks (GANs)
碩士1112025-03-312.66 年
113
Dental Application of Ensemble Model and Graphical User Interface using Optical Coherence Tomography
光電工程學系
光學同調斷層掃描術、集成式模型、特徵融合、t-SNE、gradCAM、OCT、ensemble model、feature fusion
碩士1112024-12-262.40 年
113
Development of an Intelligent System for Lung Tumor Grading in Optical Coherence Tomography
光電工程學系
光學同調斷層掃描、電控量測系統、肺腫瘤分級、深度學習、少樣本學習、Optical Coherence Tomography、Electrically Controlled Measurement System、Lung Tumor Grading、Deep Learning、Few-Shot Learning
碩士1112024-11-092.28 年
113
Intelligent optical coherence tomography for surgery assistance
光電工程學系
光學同調斷層掃描術、人工智慧、外科手術、術中光學切片、腫瘤定位、癌症分級、optical coherence tomography、artificial intelligence、surgery、intraoperative optical biopsy、tumor localization、cancer grading
博士1052024-09-258.15 年
113
Assessment of working memory and attention with a neurofeedback training game: application of near-infrared spectroscopy
光電工程學系
功能性近紅外光光譜術、執行功能、工作記憶、專注力、注意力不足過動症、神經回饋訓練、獎勵機制、機器學習、Functional Near-infrared Spectroscopy、Executive Function、Working Memory、Attention、Attention Deficit Hyperactivity Disorder、Neurofeedback Training、Reward Mechanism、Machine Learning
碩士1112024-08-272.07 年
113
Exploring the Application of Near-Infrared Optical Methods Combined with Machine Learning in Assessing Muscle Mass and Bone Mineral Density in the Elderly Population
光電工程學系
衰弱、骨質疏鬆症、肌少症、高齡社會、智慧光學骨質密度儀、近紅外光 光譜術、機器學習、Frailty、Osteoporosis、Sarcopenia、Aging Society、Intelligent Optical Bone Densitometry、Near-Infrared Spectroscopy、Machine Learning
碩士1112024-08-262.07 年
113
Study on algorithm optimization for intelligent optical bone densitometry
光電工程學系
骨質疏鬆症、骨質密度、高齡社會、智慧光學骨質密度儀、近紅外光光譜術、機器學習、Osteoporosis、Bone density、Aging society、Intelligent optical bone densitometry、Near-infrared spectroscopy、Machine learning
碩士1102024-08-223.06 年
112
ECMO weaning evaluation based on intelligent functional near-infrared spectroscopy
光電工程學系
智慧功能性近紅外光光譜術、葉克膜、微循環、撤機評估、深度學習、intelligent functional near-infrared spectroscopy (ifNIRS)、extracorporeal membrane oxygenation (ECMO)、microcirculation、weaning evaluation、deep learning
碩士1102023-12-222.39 年
112
Using few-shot learning in Optical Coherence Tomography angiography for global longitudinal strain analysis
光電工程學系
光學同調血管斷層、整體縱向應變、小樣本學習、篩檢、心血管、Optical Coherence Tomography Angiography、Global Longitudinal Strain、few-shot learning、screening、cardiovascular
碩士1082023-09-174.13 年
112
Intelligent functional near-infrared spectroscopy for schizophrenia and bipolar disorder: Feasibility assessment of an explainable artificial intelligence algorithm
光電工程學系
功能性近紅外光光譜術、思覺失調症、雙向情緒障礙症、語意流暢度測驗、深度學習、可解釋 AI、Functional near-infrared spectroscopy、Schizophrenia、Bipolar disorder、Verbal fluent test、Deep learning、Explainable AI
碩士1102023-09-042.09 年
112
Intelligent functional near-infrared spectroscopy for assessment of neurofeedback training in pediatric
光電工程學系
功能性近紅外光光譜術、妥瑞氏症、注意力不足過動症、Posner 線索典範、神經回饋訓練、深度學習、functional near-infrared spectroscopy、Tourette syndrome、attention deficit hyperactivity disorder、Posner cueing paradigm、neurofeedback training、deep learning
碩士1102023-09-042.09 年
112
Intelligent functional near-infrared spectroscopy for aged vascular health assessment
光電工程學系・共同指導:吳致盛
動脈硬化、高齡、功能性近紅外光光譜術、前額葉皮質、支持向量機、Arteriosclerosis、Ageing、Near-infrared spectroscopy、Prefrontal cortex、Support vector machine
碩士1102023-09-042.09 年
111
Functional extensions of optical coherence tomography:from bench to bedside
光電工程研究所
偏振敏感型光學同調斷層掃描術、膠質瘤、白質、功能型光學同調斷層掃描術、桶狀皮層、自適應統計分析、光學同調斷層掃描血管造影術、非監督式聚類算法、高齡醫學、巨循環、甲摺微循環結構、polarization-sensitive optical coherence tomography、glioma、white matter、functional optical coherence tomography、barrel cortex、adaptive statistics、optical coherence tomography angiography、unsupervised clustering algorithm、geriatric medicine、macrocirculation、nailfold microvascular structure
博士1042023-06-047.84 年
111
Design and Fabrication of 850/940 nm Vertical-Cavity Surface-Emitting Laser
光電工程研究所・共同指導:郭浩中
面射型雷射、鋅擴散、少模、多接面面射型雷射、VCSEL、Zn-diffusion、Few-mode、Multi –tunnel junction VCSEL
博士1052023-05-276.82 年
111
Young migraine detection based on fNIRS measurements
光電工程研究所
功能性近紅外光光譜術、年輕偏頭痛、算術測驗、語意流暢度測驗、專心度訓練、機器學習、functional near-infrared spectroscopy、young migraine、mental arithmetic task、verbal fluency task、neurofeedback、machine learning
碩士1082023-02-023.51 年
111
Assessment of Tourette syndrome severity based on optical neurofeedback method
光電工程研究所
功能性近紅外光光譜術、妥瑞症、神經回饋訓練、耶魯抽動症嚴重程度量表、支持向量機、unctional near-infrared spectroscopy、Tourette syndrome、neurofeedback、YGTSS、support vector machine
碩士1092022-10-172.21 年
111
Development of human-machine interaction for real-time lung cancer grading using optical coherence tomography
光電工程研究所
肺癌、光學同調斷層掃描、術中光學切片、互動式人機介面、深度學習演算法、分級診斷、lung cancer、optical coherence tomography、optical biopsy intraoperatively、human-machine interaction、deep learning algorithm、graded diagnosis
碩士1082022-09-043.09 年
111
Study on image standardization for intelligent optical bone densitometry
光電工程研究所
骨質疏鬆症、雙能量X光吸光式測定儀、近紅外光光譜術、深度學習、影像歸一化、影像標準化、Osteoporosis、Dual-energy X-ray absorptiometry、Near-infrared spectroscopy、Deep learning、Image normalization、Image standardization
碩士1092022-02-081.52 年
110
An intelligent SOFA system based on functional near-infrared spectroscopic features of ECMO patients
光電工程研究所
近紅外光光譜術、葉克膜、相繼器官衰竭評分、微循環、支持向量機、嶺回歸、near-infrared spectroscopy、extracorporeal membrane oxygenation、SOFA score、microcirculation、support vector machine、ridge regression
碩士1092022-08-102.02 年
110
Development of intelligent Jones matrix optical coherence tomography and its applications
光電工程研究所
瓊斯矩陣光學同調斷層掃描術、穆勒矩陣、深度學習、牙結石、淋巴瘤、膠質瘤、神經纖維、Jones matrix optical coherence tomography、Muller calculus、deep learning、dental calculus、lymphoma、gliomas、nerve fiber
博士1062022-02-074.52 年
110
Applying functional near-infrared spectroscopy in history class for the course instruction evaluation: comparison between interactive response system- assisted instruction and traditional didactic instruction
光電工程研究所
功能性近紅外光光譜術、傳統講述教學法、互動式響應系統(即時反饋系統)、多元評量、認知負荷理論、機器學習、functional near-infrared spectroscopy、traditional didactic instruction、interactive response system、multiple assessment、cognitive load theory、machine learning
碩士1082021-10-242.23 年
110
Correlation between functional near-­infrared spectroscopic features and the Copenhagen Burnout Inventory : police officers as experimental subjects
光電工程研究所
過勞、警察、功能性近紅外光光譜術、前額葉皮質、支援向量機、burnout、police officer、prefrontal cortex、near­-infrared spectroscopy、support vector machine
碩士1082021-10-202.22 年
110
Correlation between functional near-infrared spectroscopic features and acute physiological score: a quantitative study of disease severity in ECMO patients
光電工程研究所
近紅外光光譜術、葉克膜、微循環、急性生理和慢性健康評估系統、支持向量機、費雪精確檢定、near-infrared spectroscopy、extracorporeal membrane oxygenation、microcirculation、APACHE II scoring system、support vector machine、fisher exact test
碩士1082021-09-022.09 年
109
Intelligent functional near-infrared spectroscopy for prognosis of peripheral arterial occlusive disease
光電工程研究所
近紅外光光譜術、周邊動脈阻塞疾病、慢性腎病變、支援向量機、口服活性碳、益生菌、near-infrared spectroscopy、peripheral arterial occlusive disease、chronic kidney disease、support vector machine、activated bamboo charcoal、probiotics
碩士1082021-07-261.98 年
109
Machine learning for functional near-infrared spectroscopy: a pilot study on migraine classification
光電工程研究所
偏頭痛、慢性偏頭痛、藥物過度使用頭痛、前額葉皮質、功能性近紅外光光譜術、機器學習、migraine、chronic migraine、medication-overuse headache、prefrontal cortex、functional near-infrared spectroscopy、machine learning
碩士1072021-01-232.48 年
109
Functional near-infrared spectroscopy for microcirculation monitoring of ECMO patients
光電工程研究所
近紅外光光譜術、葉克膜、支持向量機、微循環、near-infrared spectroscopy、extracorporeal membrane oxygenation、support vector machine、microcirculation
碩士1072020-11-172.30 年
109
Attention-based model for brain tumor classification with optical coherence tomography
光電工程研究所
腦瘤、膠質瘤、淋巴瘤、光學同調斷層掃描術、深度學習演算法、注意力機制、brain tumors、gliomas、lymphomas、optical coherence tomography、deep learning algorithms、attention mechanism
碩士1072020-08-312.08 年
109
Development of Near-Infrared Optical Bone Densitometry Based on Deep Learning
光電工程研究所
骨質疏鬆症、骨質密度檢測、近紅外光檢測技術、深度學習、雙能量X光吸收儀、Osteoporosis、Bone Mineral Density Measurement、Dual-Energy X-ray Absorptiometry、Near-infrared light detection、Deep Learning
碩士1072020-08-102.03 年
108
Development of Intelligent Wearable Near Infrared Spectroscopy
光電工程研究所
近紅外光譜術、大腦訊號、深度學習、fNIRS、brain activity、convolutional neural network
博士1042020-02-014.50 年
108
Intelligent dental optical coherence tomography for subgingival calculus detection
光電工程研究所
卷積神經網路、深度學習、牙周病、牙結石、光學同調斷層掃描術、人工智慧、機器學習、convolutional neural networks、deep learning、periodontal disease、calculus、Optical coherence tomography、machine learning
碩士1062019-10-132.20 年
108
Migraine brain signature and attention deficit hyperactivity disorder neurofeedback treatment based on functional near-infrared spectroscopy
光電工程研究所
近紅外光光譜術、偏頭痛、注意力不足過動症、支持向量機、決策樹、神經回饋、near-infrared spectroscopy、migraine、attention deficit hyperactivity disorder、support vector machine、decision tree、neurofeedback
碩士1062019-08-272.07 年
107
Development of optical bone densitometry based on high dimensional analysis
光電工程研究所
骨質疏鬆症、骨質密度、雙能量X光吸收儀、近紅外光、多元線性迴歸、osteoporosis、bone mineral density、dual energy x-ray absorptiometry、near-infrared light、multiple linear regression
碩士1062019-07-231.97 年
107
Clinical applications of functional near-infrared spectroscopy for lower limb circulation measurement
光電工程研究所
近紅外光光譜術、遠紅外光、周邊動脈阻塞性疾病、葉克膜、near-infrared spectroscopy、far infrared light irradiation、Peripheral arterial occlusive disease、Extracorporeal membrane oxygenation
碩士1062019-07-171.96 年
107
Study on freeform-designed chip scale package
光電工程研究所・共同指導:郭浩中
CSP、自由曲面、光學設計、MiniLED、Freeform design、optical design
博士1022019-03-195.63 年
107
Correlation mapping Jones matrix optical coherence tomography angiography
光電工程研究所
相關係數映射血管造影、瓊斯矩陣光學同調斷層掃描、皮膚、correlation mapping angiography、Jones matrix optical coherence tomography、skin
碩士104—無法計算
106
Migraine detection based on fNIRS with mental stress task
光電工程研究所
近紅外光光譜術、偏頭痛、前額葉、算術測驗、束縛疼痛刺激、near-infrared spectroscopy、migraine、prefrontal cortex、mental arithmetic、cuff pain
碩士1052018-08-152.04 年
106
Assessment of cognitive function and neurofeedback training based on functional near-infrared spectroscopy
光電工程研究所
近紅外光光譜術、失智症、妥瑞症、輕度認知功能障礙、神經回饋、near-infrared spectroscopy、dementia、Tourette syndrome、Mild Cognitive Impairment、neurofeedback
碩士1052018-08-142.03 年
106
Bone tissue characterization based on near-infrared detection techniques
光電工程研究所
骨質疏鬆、雙能量X光能量吸收儀、超音波骨質密度儀、近紅外光影像系統、osteoporosis、Dual energy X-ray absorptiometry、Ultrasonic bone densitometer、Near infrared image system
碩士1042017-09-062.10 年
106
Evaluation of cognition in the elderly with WCST based on NIRS
光電工程研究所
近紅外光光譜術、威斯康辛卡片分類測驗、失智症、中風、認知功能、near-infrared spectroscopy、Wisconsin card sorting test、dementia、stroke、cognition
碩士1042017-09-052.10 年
104
Study on oxygenation dynamics of sepsis patients with far infrared intervention based on near infrared spectroscopy
光電工程研究所
微循環、敗血症、近紅外光、生理干預法、遠紅外光、NIRS、FIR、sepsis、microcirculation
碩士1012016-07-053.93 年
104
Detection of Migraine by Using Diffuse Optical Techniques
光電工程研究所
偏頭痛、前額葉、近紅外光光譜技術、雷射都卜勒血流計、血管束縛、NIRS、migraine、laser Doppler flowmetry、vasoreactivity、vascular occlusion
碩士103—無法計算
104
The research of measuring tooth demineralization by the three-dimensional polarization sensitive optical coherence tomography
光電工程研究所
偏振敏感同調光學斷層掃描、牙齒白斑、蛀牙、偏極化程度、Polarization sensitive optical coherence tomography、teeth white spot、dental caries、degree of polarization uniformity
碩士103—無法計算
104
Fibromyalgia diagnosis based on Near-infrared spectroscopy
光電工程研究所
近紅外光譜術、纖維肌痛症、血管反應性、骨骼肌肉、NIRS、Fibromyalgia、vascular reactivity、skeletal muscle
碩士103—無法計算
103
Microcirculation measurements of extremities based on near-infrared spectroscopy:Study on functional physiological intervention methods
光電工程研究所
微循環、近紅外光、生理干預法、遠紅外光、神經肌肉電刺激、microcirculation、near-infrared、physiological intervention methods、far-infrared、neuromuscular electrical stimulation
碩士102—無法計算
103
Time-resolved diffuse optical tomography :development and clinical application
光電工程研究所
擴散光學斷層掃描、近紅外光、時間解析、乳癌、血管、Diffuse optical tomography、NIRS、Time-resolved、breast cancer、blood
碩士102—無法計算
103
Simultaneous EEG/NIRS method for prefrontal cortex detection with mental focus task by WCST
光電工程研究所
腦電圖、近紅外光譜、認知測驗、非侵入式、前額葉、同步量測、NIRS、EEG、WCST、Prefrontal、Mental Focus Task、Brain
碩士102—無法計算
103
Real-time polarization sensitive optical coherence tomography for dental diagnosis
光電工程研究所
即時成像、偏振特性、相位延遲、醫療影像、臨床應用、Real-time image、Polarization property、Phase retardation、Medical image、Clinical application
碩士102—無法計算
101
Development of optical polarization imaging system for oral medicine
生醫光電研究所・共同指導:邱爾德
口腔醫學、偏振光、oral medicie、polarization
碩士1002013-08-022.00 年