鄭雲謙
Cheng, Yun-Chien・工學院・機械工程學系、工學院專班-精密與自動化工程學程、機械工程系所
碩士平均畢業時長
2.67 年
中位數 2.34 年・38 人
在職專班平均畢業時長
3.82 年
中位數 3.82 年・2 人
博士平均畢業時長
9.47 年
中位數 9.47 年・1 人
收錄論文
50 篇
104–115 學年度
全校中位數(供對照)
碩士 2.10・在職專班 2.08・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
深度學習Deep learningatmospheric pressure plasma jet常壓電漿肺栓塞Pulmonary embolism癌症治療cancer therapysemantic segmentation表面改質surface modification卷積神經網路Convolutional Neural NetworkVision Transformer語意分割常壓大氣電漿束plasmaatmospheric pressure plasma蛋白質固定Protein immobilization多晶鑽石polycrystalline diamondCold Atmospheric PlasmaReactive Oxygen and Nitrogen Speciesplasma assisted polishing支氣管內視鏡超音波低溫常壓電漿肺癌支氣管內視鏡超音波檢查縱膈腔病灶Lung cancerMediastinal lesionsendobronchial ultrasound利薩如圖形氫氧自由基濕度語義分割hydroxyl radical (·OH)聚二甲基矽氧烷氦氣Helium自動切分多模態預測性動態融合負向學習混合融合情緒識別Auto SegmentationMultimodalPredictive Dynamic Fusion
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 | AGF-Net: A Robust Multimodal Emotion Recognition Model with Automatic Segmentation 機械工程學系・共同指導:程登湖 自動切分、多模態、預測性動態融合、負向學習、混合融合、情緒識別、深度學習、Auto Segmentation、Multimodal、Predictive Dynamic Fusion、Negative learning、Hybrid fusion、Emotion Recognition、Deep learning | 碩士 | 113 | 2026-10-12 | 2.20 年 |
| 115 | Enhancing Chemical Mechanical Polishing Efficiency of Polycrystalline Diamond Using Dielectric-Free Atmospheric Pressure Plasma Jet with Hydrogen Peroxide Additive 機械工程學系・共同指導:蔡佳宏 多晶鑽石、表面改質、拋光效能、電漿輔助化學機械拋光、無介電層電漿射流、polycrystalline diamond、surface modification、polishing efficiency、plasma-assisted chemical mechanical polishing、dielectric-free plasma jet | 碩士 | 113 | 2026-08-31 | 2.08 年 |
| 115 | Effects of Molecular Size and Hydrophilicity on Plasma-Assisted Transdermal Drug Delivery Using Porcine Skin 機械工程學系・共同指導:蔡佳宏 低溫大氣電漿、透皮藥物傳遞、傅立葉轉換紅外光譜、光放射光譜、活性氧和氮物種、接觸角、紅外線熱影像儀、冷凍切片、Cold Atmospheric Plasma、Transdermal Drug delivery、Fourier-Transform Infrared Spectroscopy、Optical Emission Spectroscopy、Reactive Oxygen and Nitrogen Species、Contact Angle、Forward-Looking Infrared Imaging、Cryosectioning | 碩士 | 113 | 2026-08-24 | 2.06 年 |
| 114 | Convolutional Neural Network for Automatic Visual Inspection System of Auto-Injector with Few-Shot Learning 工學院專班-精密與自動化工程學程 深度學習、卷積神經網路、孿生網路、元學習、影像處理、自動注射器、Deep Learning、Convolutional Neural Network、Siamese Network、Meta-learn、Image Processing、Auto-injector | 碩士在職專班 | 110 | 2026-04-29 | 4.74 年 |
| 114 | Active Learning-Driven Lightweight YOLOv9: Enhancing Efficiency in Smart Agriculture 機械工程學系 深度學習、智慧農業、YOLOv9、主動學習、輕量化、注意力機制、Deep Learning、Smart Agriculture、Active Learning (AL)、Lightweight、Attention | 碩士 | 112 | 2026-01-30 | 2.50 年 |
| 114 | Using Unsupervised Domain Adaptation Semantic Segmentation for Pulmonary Embolism Detection in Computed Tomography Pulmonary Angiogram (CTPA) Images 機械工程學系 深度學習、肺栓塞、肺動脈血管斷層攝影、Vision Transformer、無監督領域自適應、語意分割、Deep learning、Pulmonary embolism、Computed Tomography Pulmonary Angiography、Unsupervised domain adaptation、Sematic segmentation | 碩士 | 110 | 2026-01-30 | 4.50 年 |
| 114 | Waveform Modulation of a Portable Inductive Energy Storage Pulse Generator and Its Influence on NO Production in Arc Discharges 機械工程學系 感應式儲能、高壓脈衝電弧放電、脈衝波形調控、可攜式脈衝產生器、Inductive Energy Storage (IES)、High-voltage pulsed arc discharge、Pulse waveform modulation、Portable pulse generator | 碩士 | 112 | 2025-12-29 | 2.41 年 |
| 114 | The Effects of Different Voltage Sources on Atmospheric-pressure Plasma Jets in Surface Modification and Polishing Performance of Polycrystalline Diamond 機械工程學系 常壓大氣電漿束、電壓源、多晶鑽石、電漿輔助拋光、表面改質、atmospheric pressure plasma jet、voltage source、polycrystalline diamond、plasma assisted polishing、surface modification | 碩士 | 112 | 2025-10-21 | 2.22 年 |
| 114 | Low-Temperature Co-Fired Ceramics for a Sustainable Planar Plasma Jet with Homogeneous Plasma in Large Treatment Areas for Biomedical Applications 機械工程學系 平面電漿射流、低溫共燒陶瓷(LTCC)、電極封裝、氣體流動均勻性、大面積處理、Planar plasma jet、Low Temperature Co-Fired Ceramics (LTCC)、Electrode encapsulation、uniform gas flow、wide area treatment | 碩士 | 111 | 2025-09-24 | 3.15 年 |
| 113 | Intra-YOLO: A Small Object Detection Model for Caries and Molar-Incisor Hypomineralization in Intraoral Photography Based on Transfer Learning with Reinforcement Learning 機械工程學系 深度學習、齲齒、臼齒門齒低度礦化病變、小物體目標檢測、遷移式學習、強化學習、切片推理、Deep learning、Caries、Molar-Incisor Hypomineralization、Small object detection、Transfer learning、Reinforcement learning、Slicing inference | 碩士 | 112 | 2025-07-22 | 1.97 年 |
| 113 | DCSA-YOLO : Steel Surface Defect Detection Model Based on Improved YOLO11 工學院專班-精密與自動化工程學程 鋼鐵表面缺陷檢測、Steel surface defect detection、YOLO11、DCSA-YOLO | 碩士在職專班 | 111 | 2025-06-26 | 2.90 年 |
| 113 | Using Few-Shot Learning to Classify Primary Lung Cancer and Other Malignancy with Lung Metastasis in Cytological Imaging via Endobronchial Ultrasound Procedures 機械工程學系 支氣管內視鏡超音波、肺轉移癌、細胞學影像、深度學習、小樣本學習、參數高效微調、細粒度影像分類、混合模型、對比學習、Endobronchial ultrasound (EBUS)、lung metastases、cytological imaging、deep learning、few-shot learning、parameter-efficient fine-tuning、fine-grained image classification、hybrid model、contrastive learning | 碩士 | 111 | 2025-06-20 | 2.89 年 |
| 113 | Non-thermal Atmospheric Pressure Plasma Combined with Benzoyl Peroxide to Enhance the Treatment of Dental Caries 機械工程學系 非熱平衡常壓電漿、過氧化苯甲醯、齲齒治療、Non-thermal equilibrium atmospheric pressure plasma、Benzoyl peroxide、Dental caries treatment | 碩士 | 110 | 2025-05-19 | 3.80 年 |
| 113 | Design and Application of a Portable Nitric Oxide Microbubble Water Generation System for Porcine Skin Penetration 機械工程學系 可攜式、微氣泡、火花放電、一氧化氮、豬皮穿透、Portable、Microbubbles、spark discharge、nitric oxide、skin penetration | 碩士 | 111 | 2025-02-13 | 2.54 年 |
| 113 | Enhancing Cancer-Cell Inhibition of Cold Atmospheric Plasma by Chemotherapeutic-Drug Combination and by Sequential Plasma Treatments 機械工程學系 低溫常壓電漿、活性氧氮類、藥物吸收、細胞活性、基因表現、癌症治療、cold atmospheric plasma、reactive oxygen nitrogen species、drug uptake、cell viability、gene expression、cancer therapy | 博士 | 104 | 2025-01-20 | 9.47 年 |
| 113 | MultiFocusNet: Lightweight Model for Pulmonary Sound Classification Using Model Compression, Multi-Label Learning, and Attention Mechanisms 機械工程學系 深度學習、肺部異常呼吸音、多標簽、模型壓縮方法、知識蒸餾、聲音分類、注意力機制與分類器結合、Deep learning、Abnormal respiratory sound、Multi-label、Compression method、Combine of attention and classifier、Audio classification、Knowledge distillation | 碩士 | 110 | 2024-12-31 | 3.42 年 |
| 113 | The Influence of Atmospheric Pressure Plasma Jet on Surface Terminations for Plasma-assisted Diamond Polishing 機械工程學系 常壓大氣電漿束、馬克思產生器、電漿輔助研磨、化學機械研磨、表面終端、atmospheric pressure plasma jet、Marx generator、plasma assisted polishing、chemical mechanical polishing、surface termination | 碩士 | 111 | — | 無法計算 |
| 112 | Towards Enhanced Analysis of Lung Cancer Lesions in EBUS-TBNA -- A Semi-Supervised Video Object Detection Method 機械工程學系 深度學習、肺癌、視覺轉換器、支氣管內視鏡超音波檢查、縱膈腔病灶、影像目標檢測法、Deep learning、Lung cancer、Vision Transformer、Mediastinal lesions、Video object detection | 碩士 | 111 | 2024-07-30 | 2.00 年 |
| 112 | Using Spatio-Temporal Dual-Stream Network with Self-Supervised Learning for Lung Tumor Classification on Radial Probe Endobronchial Ultrasound Video 機械工程學系 影片分類、支氣管內視鏡超音波、3D 神經網路、雙流網絡、自監督學習、video classification、endobronchial ultrasound、3D neural network、dual-stream network、self-supervised learning | 碩士 | 109 | 2024-03-01 | 3.58 年 |
| 112 | Effects of Cold Atmosphere Plasma Jet Generated Short-lived and Long-lived RONS on Human Melanoma A2058 Cells in Nude Mice Model 機械工程學系・共同指導:蔡佳宏 氬氣低溫大氣壓電漿、黑色素腫瘤細胞、黑色素腫瘤、A2058細胞、長/短壽命RONS、CAP直接/間接處理、BALB/c小鼠、疼痛指數評估、血液檢查、組織檢查、Argon Cold Atmospheric Plasma、Melanoma Cells、Melanoma、A2058 Cells、Long/Short-lived RONS、Direct/Indirect CAP Treatment、BALB/c Mice、Pain Index Assessment、Blood Examination、Histological Examination | 碩士 | 108 | 2023-11-26 | 4.32 年 |
| 112 | Enhance The Intensity of Argon Emission of Atmospheric Pressure Plasma Jet by Changing Electrode Arrangement 機械工程學系 低溫常壓電漿噴流、電極配置、電極結構設計、氬氣放光強度、活性氧氮物質、plasma、atmospheric pressure plasma jet、electrode configuration、electrode structure design、argon emission、reactive oxygen and nitrogen species | 碩士 | 110 | 2023-09-12 | 2.11 年 |
| 111 | Comparing the Effects of Different Dielectric Materials on Atmospheric Pressure Plasma Jet by Experiments and Simulations 機械工程系所 常壓大氣電漿束、介電質阻擋放電、介電材質、等效電路模型、利薩如圖形、Atmospheric pressure plasma jet、Dielectric barrier discharge、Dielectric materials、The equivalent circuit model、Lissajous figures | 碩士 | 110 | 2023-07-24 | 1.98 年 |
| 111 | The Influence of the Pulse-modulation on •OH Radical Generation from Non-thermal Atmospheric-pressure Plasma 機械工程系所 電漿、氫氧自由基、重複率、脈寬、濕度、plasma、hydrogen-oxygen reactive species、pulse waveform、ambient humidity | 碩士 | 109 | 2023-05-15 | 2.78 年 |
| 111 | Effects of Long-lived and Short-lived Reactive Oxygen and Nitrogen Species Produced by Non-thermal Atmospheric Plasma on Protein Structures 機械工程系所 冷大氣電漿、蛋白質結構、活性氧與氮物質、腫瘤壞死因子 α、免疫球蛋白 G、白細胞介素-15、牛血清白蛋白、non-thermal atmospheric plasma、protein structures、RONS、TNF-α、IgG、IL-15、BSA | 碩士 | 109 | 2023-05-09 | 2.77 年 |
| 111 | TransEBUS: The Interpretation of Endobronchial Ultrasound Image Using Hybrid Transformer for Differentiating Malignant and Benign Mediastinal Lesions 機械工程系所 深度學習、肺癌、Vision Transformer、支氣管內視鏡超音波檢查、縱膈腔病灶、Deep learning、Lung cancer、Mediastinal lesions | 碩士 | 109 | 2022-10-30 | 2.25 年 |
| 111 | Coarse-to-Fine Learning: Using Hierarchical Classification Structure with ROI Guided NTS-Net to Judge Lung Cancer Cell Classification in Cytological Imaging During the Endobronchial Ultrasound Procedures 機械工程系所 深度學習、肺癌細胞學診斷、卷積神經網路、階層式分類網路架構、NTS-Net、deep learning、lung cancer cytology、convolutional neural network、hierarchical classification structure | 碩士 | 109 | 2022-10-18 | 2.21 年 |
| 110 | Lung Cytologic AI: Automatic Diagnosis Aid System with Cytologic Image Classification and Segmentation 機械工程系所 良惡性分類、卷積神經網路、深度學習、氣管內視鏡超音波、肺部細胞影像、語義分割、benign and malignant classification、convolutional neural network、deep learning、endobronchial ultrasound、lung cytologic image、semantic segmentation | 碩士 | 107 | 2021-12-23 | 3.39 年 |
| 110 | Early Detection System for Pulmonary Embolism in Lung Computed Tomography Image Based on Convolution Neural Network and Generative Adversarial Network 機械工程系所 深度學習、醫學影像、肺栓塞、影像分類、影像生成、生成對抗網路、電腦斷層肺血管攝影、Deep learning、Medical Images、Pulmonary embolism、Image classification、Image generation、Generative Adversarial Network、Computer tomography Pulmonary angiography | 碩士 | 108 | 2021-10-19 | 2.22 年 |
| 110 | Surface Modification of High-compressive-strength CaCO3/SiO2 Ceramic Bone Scaffolds by CO2 Laser and Plasma-polymerized Coating to Improve MG63 Cell Attachment 機械工程系所 常壓電漿、CO2雷射加工、陶瓷骨支架、表面改質、薄膜沉積、細胞貼附、atmospheric pressure plasma、CO2 laser modification、ceramic bone scaffold、surface modification、coating deposition、cell attachment | 碩士 | 107 | 2021-09-24 | 3.15 年 |
| 110 | Feature-enhanced Adversarial Semi-supervised Semantic Segmentation Network for Pulmonary Embolism Annotation 機械工程系所 肺栓塞、肺動脈血管攝影、語意分割、半監督式學習、未標記影像、pulmonary embolism、computed tomography pulmonary angiogram、semantic segmentation、semi-supervised learning、unlabeled images | 碩士 | 108 | 2021-09-08 | 2.11 年 |
| 109 | The Effects of Cold Atmospheric Plasma Generated Electric Field, Short-life Species, and Long-life Species on Cancer Cells 機械工程系所 冷大氣電漿(CAP)、皮膚癌細胞、細胞凋亡、短壽命活性物質、長壽命活性物質、電場、癌症治療、cold atmospheric plasma (CAP)、cancer cells、short-life species、long-life species、electric fields、apoptotic、cancer therapy | 碩士 | 106 | 2021-01-07 | 3.44 年 |
| 109 | Matching Circuit Design with Partial-discharge Calibration and Power-supply Modelling for Atmospheric Pressure DBD Plasma 機械工程系所 常壓介電質電漿、電漿等效電路、電源供應器等效電路、匹配電路、利薩如圖形、atmospheric-pressure DBD、plasma equivalent circuit、power supply equivalent circuit、matching circuit、Lissajous figure | 碩士 | 107 | — | 無法計算 |
| 108 | Computed Tomography Angiography Images Pulmonary Embolism Auto-Detection System Using Convolution Neural Network 機械工程系所 深度學習、肺栓塞、捲積神經網路、語意分割、Deep Learning、Pulmonary Embolism、Convolution Neural Network、Semantic Segmentation | 碩士 | 107 | 2020-06-22 | 1.89 年 |
| 108 | Enhancing the •OH Generation by Mixing Water Aerosol with Plasma at Downstream Region for Biological Applications 機械工程系所 常壓電漿、水霧、混合腔體、氫氧根離子、殺菌、atmospheric pressure plasma、water aerosol、mixing chamber、hydroxyl radical (·OH)、sterilization | 碩士 | 106 | 2020-01-08 | 2.44 年 |
| 108 | Using Deformable U-net and DeepLab v3+ based Semantic Segmentation to Evaluate the Activation of Platelets 機械工程系所 深度學習、血小板、活化過程、語義分割、自動計量、deep learning、platelet、activation process、semantic segmentation、automatic counting | 碩士 | 106 | 2019-10-06 | 2.18 年 |
| 108 | Developing an All-solid-state Electronic-based Repetitive High Voltage Pulse Marx Generator to Generate Atmospheric-pressure Plasma 機械工程系所 全固態、脈衝產生器、馬克思高壓脈衝產生器、半橋結構、All-solid-state、pulsed power generator、high voltage pulse Marx generator、half-bridge structure | 碩士 | 106 | 2019-08-26 | 2.07 年 |
| 107 | Finding Measurable Indicators Related to Clinical Symptoms of Lower-back Pain with Mechanical Device 機械工程系所 下背部疼痛、組織阻力、下背部檢測、lower-back pain、tissue resistance、lower-back detection | 碩士 | 105 | 2018-11-11 | 2.28 年 |
| 107 | Dielectric Barrier Discharge Based Remote Atmospheric Pressure Plasma Deposition for One-step Protein Immobilization 機械工程系所 大氣電漿、遠距電漿、蛋白質固定、Atmospheric pressure plasma、Remote plasma、Protein immobilization | 碩士 | 105 | 2018-10-15 | 2.20 年 |
| 107 | Plasma-activated Medium as Adjuvant Therapy on Lung Cancer Malignant Pleural Effusion 機械工程系所 低溫常壓電漿、肺腺癌細胞、非癌細胞、癌症治療、non-thermal atmospheric-pressure plasma jets (NTAPPJ)、adenocarcinoma cell、non-cancer cell、cancer therapy | 碩士 | 105 | — | 無法計算 |
| 107 | Comparing The Effects of Atmospheric Pressure Cold Plasma-Generated Short-life Species and Long-life Species on A549 Cancer Cells 機械工程系所 N/A、Cold Plasma、Atmospheric Pressure Cold Plasma、Reactive Oxygen and Nitrogen Species (RONS)、Short-Life Reactive Oxygen and Nitrogen Species、Long-Life Reactive Oxygen and Nitrogen Species、Reactive Radicals | 碩士 | 104 | — | 無法計算 |
| 106 | Protein Immobilization in 3D PDMS Microfluidic Channels Using Multiphoton Absorption 機械工程系所 多光子、微流道、蛋白質、multiphoton、microchannel、protein | 碩士 | 102 | 2017-11-30 | 4.33 年 |
| 106 | Feasibility of Using Mechanomyography Signal to Evaluate the Botulinum-Toxin Treatment Efficacy on Upper-Arm Spasticity 機械工程系所 中風、肉毒桿菌毒素、痙攣、肌械圖、spasticity、botulinum toxin、mechanomyography、stroke | 碩士 | 104 | — | 無法計算 |
| 106 | Protein Immobilization in 3D Microchannel with Two-Photon Absorption 機械工程系所 聚二甲基矽氧烷、三維微流道、蛋白質固定、雙光子吸收、Polydimethylsiloxane(PDMS)、3D microchannel、protein immobilization、two photon absorption | 碩士 | 104 | — | 無法計算 |
| 106 | The Effect of Humidity and Argon Dosage on Helium Low Temperature Atmospheric Pressure Plasma Jet Based Cancer Therapy 機械工程系所 癌症治療、濕度、氦氣、氬氣、常壓電漿、內視鏡、Cancer therapy、Humidity、Helium、Argon、Atmospheric Pressure Plasma Jet、Endoscope | 碩士 | 104 | — | 無法計算 |
| 105 | Using Aerosol-Assisted Dielectric Barrier Discharge Atmospheric Pressure Plasma to Rapidly Immobilize Protein onto Substrate for Biosensor Fabrication 機械工程系所 大氣電漿沉積、蛋白質固定、生物感測器、plasma、protein immobilization、biosensor | 碩士 | 104 | 2017-07-21 | 1.97 年 |
| 105 | Enhancing the Microparticle Deposition Stability and Homogeneity on Planer by Mask, Lengthened Nozzle and Flow Adjustment 機械工程系所 氣懸膠體、均勻沉積、遮罩、氣流穩定性、Aerosol、Homogeneous Deposition、Mask、Flow Stability | 碩士 | 102 | 2017-01-22 | 3.48 年 |
| 105 | Using Soft Photolithography to Fabricate Conductive Carbon-PDMS Composites for High Sensitivity Flexible Strain Gauges 機械工程系所 軟微影技術、聚二甲基矽氧烷、奈米碳粉、可撓性感測器、Soft lithography、PDMS、Carbon black、Flexible sensors | 碩士 | 103 | 2017-01-19 | 2.47 年 |
| 105 | Effect of Aerosol-Assisted DBD Atmospheric Plasma Deposition Parameters on the Coherence and Immobility of Protein-Polyethylene Films 機械工程系所 脂肪酶固定、介電質放電大氣電漿薄膜沉積、水霧式輔助大氣電漿薄膜沉積、lipase immobilization、aerosol assisted atmospheric-pressure plasma deposition | 碩士 | 103 | 2016-10-27 | 2.24 年 |
| 104 | Tooth Bleaching Using Helium-based Low Temperature Atmospheric Pressure Plasma Jet with Saline Solution 機械工程系所 牙齒美白、食鹽水、氦氣、氫氧根原子、常壓電漿、atmospheric-pressure plasma jet (APPJ)、helium、hydroxyl radical (·OH)、saline、tooth bleaching | 碩士 | 103 | — | 無法計算 |
| 104 | Analysis of Reactive Oxygen Species in Helium-based Atmospheric Pressure Plasma Jet and Generation of Hydroxyl Radical and Hydrogen Peroxide in Bio-solution for Dental-Pulp-Stem-Cell Culture 生醫工程研究所 常壓電漿、牙髓幹細胞、分化、活性氧化物質、過氧化氫、氫氧自由基、low temperature atmospheric-pressure plasma jet、dental pulp stem cell、differentiation、reactive oxygen species、OH radical、H2O2 | 碩士 | 103 | — | 無法計算 |