教師個人簡歷
現職
國立中央大學
生醫理工學院生醫科學與工程學系
副教授
專長
醫學影像處理
電腦輔助醫學偵測與診斷
人工智能
深度學習
Medical image processing
computer-aided medical detection and diagnosis
artificial intelligence
deep learning
專長簡述
生醫影像處理、電腦輔助醫學診斷、希爾伯特黃
最高學歷
美國Arizona State University
電腦科學系
博士
科技部學門領域
政府GRB研究專長領域
教育部學門領域
國科會計畫統計
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自然語言處理於胸腔X光文本病歷報告的情感分析分類器及句子相似度計算
1110801~1120731
[醫療資訊探勘,胸腔X光片,醫療診斷書,自然語言處理,深度學習,情感分析 ,句子相似度計算 , Medical Data Mining, Chest X-Ray, Medical Diagnosis, Natural Language Processing, Deep Learning, Sentiment Analysis, Sentence Similarity] -
三維立體資料之多方向投影語義分割法
1080801~1090731
[三維立體影像資料,醫學影像處理,深度學習,語義分割,自動病灶偵測分割,肺結節偵測分割,血管瘤偵測分割 , volume data, medical image processing, deep learning, semantic segmentation, automatic lesion detection and segmentation,lung nodule detection and segmentation, aneurysm detection and segmentation] -
改進經驗模態分解法擷取間歇性生醫訊號的正確性
1050801~1060731
[希爾伯特-黃轉換,混模問題,帶通濾波,阿爾發形狀,間歇性訊號,睡眠腦電圖,頸動脈血流雜音, , Hilbert-Huang transform, mode mixing problem, bandpass filter, alpha shape, intermittency, sleep electroencephalogram, carotid bruit]
產學合作計畫統計
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以自然語言處理電子病歷開發具備深度學習功能的電腦模組
1110601~1130131
[自然語言處理,電子健康紀錄 , Natural Language Processing (NLP),Electronic Health Records (EHR)]
期刊著作
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A deep learning-based ADRPPA algorithm for the prediction of diabetic retinopathy progression
Scientific Reports, 14, 1, 2024-12-01
[ Deep learning,Diabetic retinopathy,Disease progression,Predictive model,Referable diabetic retinopathy ] -
Measurement of Body Surface Area for Psoriasis Using U-net Models
Computational and Mathematical Methods in Medicine, 2022, 2022-01-01 -
Time to peak and full width at half maximum in MR perfusion: valuable indicators for monitoring moyamoya patients after revascularization
Scientific Reports, 11, 1, 2021-12-01 -
Prediction of borderzone infarction by CTA in patients undergoing carotid embolization for carotid blowout
American Journal of Neuroradiology, 39, 7, 1280-1285, 2018-07-01 -
Evaluating and improving automatic sleep spindle detection by using multi-objective evolutionary algorithms
Frontiers in Human Neuroscience, 11, 2017-05-18 -
Rolling ball sifting algorithm for the augmented visual inspection of carotid bruit auscultation
Scientific Reports, 6, 2016-07-25 -
The feasibility of using manual segmentation in a multifeature computer-aided diagnosis system for classification of skin lesions: a retrospective comparative study
BMJ Open, 5, 4, 2015-01-01 -
CT angiography findings in carotid blowout syndrome and its role as a predictor of 1-year survival
, 35, 3, 562-567, 2014-01-01 -
Computer-aided diagnosis of skin lesions using conventional digital photography: A reliability and feasibility study
PLoS ONE, 8, 11, 2013-11-04 -
Improving polyp detection algorithms for CT colonography: Pareto front approach
Pattern Recognition Letters, 31, 11, 1461-1469, 2010-08-01
[ Computer-aided detection , CT colonography , Pareto front , Polyp detection , Virtual colonoscopy ] -
Intracranial dural arteriovenous fistulas: Diagnosis and evaluation with 64-detector row CT angiography
, 256, 1, 219-228, 2010-07-01 -
Using standard nonenhanced axial scans for cerebral CT angiography bone elimination: Feasibility study
, 45, 5, 225-232, 2010-05-01
[ Angiography , Brain , CT , Image processing , Maximum intensity projection ] -
Optimizing computer-aided colonic polyp detection for CT colonography by evolving the Pareto front
Medical Physics, 36, 1, 201-212, 2009-01-01
[ Computer-aided detection , Genetic algorithm , Multiobjective evolution , Pattern recognition , Statistical methods ] -
On concise 3-D simple point characterizations: A marching cubes paradigm
IEEE Transactions on Medical Imaging, 28, 1, 43-51, 2009-01-01
[ Centerline , Computed tomography (CT) angiography , Computed tomography (CT) colonography , Marching cubes , Simple point , Topological thinning ] -
Spherical parameterization of marching cubes isosurfaces based upon nearest neighbor coordinates
Journal of Computer Science and Technology, 24, 1, 30-38, 2009-01-01
[ Isosurface , Mapping , Marching cubes , Parameterization , Spherical , Triangle mesh surface ] -
Multiphase CT angiography versus single-phase CT angiography: Comparison of image quality and radiation dose
, 29, 7, 1288-1295, 2008-08-01 -
Wavelet method for CT colonography computer-aided polyp detection
Medical Physics, 35, 8, 3527-3538, 2008-01-01
[ CAD , CT colonography , False positive reduction , SVM committee , Wavelet ] -
Teniae coli-based circumferential localization system for ct colonography: Feasibility study
, 243, 2, 551-560, 2007-05-01 -
Assessment of Polyp and Mass Histopathology by Intravenous Contrast-Enhanced CT Colonography
, 13, 12, 1490-1495, 2006-12-01
[ colon cancer , CT, 3D reconstruction , CT, colon , image processing , intravenous contrast enhancement ] -
Thin Structure Segmentation and Visualization in Three-Dimensional Biomedical Images: A Shape-Based Approach
IEEE Transactions on Visualization and Computer Graphics, 12, 1, 93-102, 2006-01-01
[ Angiography biomedical image processing , Hessian matrix , image enhancement , laser scanning confocal microscopy , multiscale filtering , segmentation , visualization ] -
Use of CT colonography in low-risk populations [2]
, 48, 7, 1490-1491, 2005-07-01
研討會著作
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Automated Basilar Artery Lumen Segmentation for High Resolution in Black Blood MRI
2024-01-01
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Fast Rule-based NER in SpaCy for Chest Radiography Reports with CheXpert's 14 Categories
2024-01-01
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Roadmaps for Guiding Chest Computed Tomography Interpretation involving Pneumonia
2023-01-01
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Multiphase Computed Tomographic Angiography with Bone Subtraction Using 3D Multichannel Convolution Neural Networks
1274-1277, 2020-07-01
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Volume Visualization for Improving CT Lung Nodule Detection
1035-1038, 2019-07-01
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Curve fitting criteria to determine arterial input function for mr perfusion analysis
1809-1812, 2019-04-01
[ Arterial input function , Deconvolution , Gamma variate model , MR perfusion ] -
Smooth bandpass empirical mode decomposition with rolling ball sifting for extracting carotid bruits and heart sounds
3977-3980, 2017-09-13
-
Evaluation of a computer-aided skin cancer diagnosis system for conventional digital photography with manual segmentation
2014-01-01
[ Computer-aided diagnosis , Evaluation , Image segmentation , Skin cancer ] -
A robust hair segmentation and removal approach for clinical images of skin lesions
3315-3318, 2013-10-31
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Capillary detection for clinical images of basal cell carcinoma
306-309, 2012-08-15
[ basal cell carcinoma , color segmentation , Computer-aided detection , support vector machines , vascular pattern detection ] -
BCC skin cancer diagnosis based on texture analysis techniques
2011-05-13
[ BCC Skin Cancer , Gray Level Co-occurrence Matrix (GLCM) , Gray Level Run Length Matrix (GLCM) , Texture Analysis ] -
Improving visualization of intracranial arteries at the skull base for CT angiography with calcified plaques
2010-06-15
[ Calcified plaque , Cerebral angiography , CT angiography , Internal carotid artery , Visualization ] -
Parameterizing marching cubes isosurfaces with natural neighbor coordinates
315-328, 2008-12-01
[ Marching Cubes , Natural Neighbor Coordinates , Parameterization ] -
Validating Pareto optimal operation parameters of polyp detection algorithms for CT colonography
2007-10-19
[ Computer-aided detection , Genetic algorithm , Multiobjective evolution , Pattern recognition , Statistical methods ] -
Using Pareto fronts to evaluate polyp detection algorithms for CT colonography
2007-10-18
[ Computer-aided diagnosis , CT colonography , Pareto front , Polyp detection , Virtual colonoscopy ] -
Using the teniae coli as a registration tool in CT colonography
2007-10-15
[ Computer-aided diagnosis , CT colonography , Polyp detection , Registration , Teniae coli , Virtual colonoscopy ] -
Wavelet method for CT colonography computer-aided polyp detection
1316-1319, 2006-11-17
-
Wavelet analysis in virtual colonoscopy
2006-06-30
[ Classifiers , Computer aided detection , Virtual colonoscopy , Wavelet ] -
Synchronous navigation for CT colonography
2006-06-30
[ Colon flattening , Computer-aided diagnosis , CT colonography , Polyp detection , Virtual colonoscopy , Virtual navigation ] -
Automatic colonie polyp detection using multiobjective evolutionary techniques
2006-06-22
[ Computer-Aided Detection , Genetic algorithm , Multiobjective Evolution , Pattern recognition , Statistical methods ] -
Teniae coli guided navigation and registration for virtual colonoscopy
2005-12-01
[ Camera control , Colon flattening , Computer-aided diagnosis , CT colonography , Parameterization , Virtual colonoscopy , Virtual endoscopy ] -
Candidate determination for computer aided detection of colon polyps
804-809, 2005-08-25
[ Colon Polyp Candidate , Computer Aided Detection , Polyp Segmentation , Virtual Colonoscopy , Water-Plane Method ] -
Surface curvature estimation for automatic colonic polyp detection
393-402, 2005-08-25
[ Computer-aided diagnosis , CT colonography , Curvature estimation; surface fitting , Polyp detection , Virtual colonoscopy , Volume data ] -
Line and net pattern segmentation using shape modeling
171-180, 2003-11-20
[ Crest line , Curvature , Derivative , Feature extraction , Image enhancement , Image processing , Image segmentation , Matched filter ] -
Approximating normals for marching cubes applied to locally supported isosurfaces
459-466, 2002-01-01
[ Approximation , Gouraud shading , Isosurface , Marching cubes , Normal vectors , Topology , Triangular mesh ]
專書
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Handbook of Medical Image Processing and Analysis
833-845, 2009-12-01
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Mathematics and Visualization
97-112, 2006-01-01
校內獲獎
- 114 論文進步獎
- NONINVASIVE ARTERIAL CONDITION DETECTING METHOD, SYSTEM, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM [美國]
- NONINVASIVE ARTERIAL CONDITION DETECTING METHOD, SYSTEM, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM [新加坡]
- 產生骨罩之方法METHOD FOR GENERATING BONE MASK [中華民國]
- 產生骨罩之方法METHOD FOR GENERATING BONE MASK [美國]
國立中央大學