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  1. NTU Theses and Dissertations Repository
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  3. 生醫電子與資訊學研究所
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/97840
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dc.contributor.advisor李百祺zh_TW
dc.contributor.advisorPai-Chi Lien
dc.contributor.author賴國隆zh_TW
dc.contributor.authorKuo-Lung Laien
dc.date.accessioned2025-07-18T16:07:56Z-
dc.date.available2025-07-19-
dc.date.copyright2025-07-18-
dc.date.issued2025-
dc.date.submitted2025-07-04-
dc.identifier.citation[1] Rooney M, Condell D, Quinlan W, Daly L, Whelan A, Feighery C, Bresnihan B. Analysis of the histologic variation of synovitis in rheumatoid arthritis. Arthritis Rheum 1998;31:956-963.
[2] Aletaha D, Neogi T, Silman AJ, Funovits J, Felson DT, Bingham III CO, Birnbaum NS, Burmester GR, Bykerk VP, Cohen MD, Combe B, Costenbader KH, Dougados M, Emery P, Ferraccioli G, Hazes JMW, Hobbs K, Huizinga TWJ, Kavanaugh A, Kay J, Kvien TK, Laing T, Mease P, Ménard HA, Moreland LW, Naden RL, Pincus T, Smolen JS, Stanislawska-Biernat E, Symmons D, Tak PP, Upchurch KS, Vencovsky J, Wolfe F, Hawker G. 2010 Rheumatoid arthritis classification criteria: An American College of Rheumatology/European League Against Rheumatism collaborative initiative. Ann Rheum Dis 2010;69:1580-1588.
[3] Colebatch AN, Edwards CJ, Østergaard M, van der Heijde D, Balint PV, D'Agostino MA, Forslind K, Grassi W, Haavardsholm EA, Haugeberg G, Jurik AG, Landewé RBM, Naredo E, O'Connor PJ, Ostendorf B, Potocki K, Schmidt WA, Smolen JS, Sokolovic S, Watt I, Conaghan PG. EULAR recommendations for the use of imaging of the joints in the clinical management of rheumatoid arthritis. Ann Rheum Dis 2013;72:804-814.
[4] Lai KL, Chen DY, Wen MC, Chen YM, Hung WT, Chen YH, Chen HH. What does power Doppler signal indicate in rheumatoid synovitis? A point of view from synovial histopathology. J Chin Med Assoc 2018;81:383-386.
[5] Meyer MF, Czaplewski H, Braun J, Hellmich B, Schatz H, Klein HH. Lack of a difference in increased capillary blood cell velocity in the skin over proximal interphalangeal joints between rheumatoid arthritis and osteoarthritis. Microvasc Res 2005;70:1-6.
[6] Demené C, Pernot M, Biran V, Alison M, Fink M, Baud O, Tanter M. Ultrafast Doppler reveals the mapping of cerebral vascular resistivity in neonates. J Cereb Blood Flow Metab 2014;34:1009-1017.
[7] Bercoff J, Montaldo G, Loupas T, Savery D, Mézière F, Fink M, Tanter M. Ultrafast compound doppler imaging: providing full blood flow characterization. IEEE Trans Ultrason Ferroelectr Freq Control 2011;58:134-147.
[8] Demené C, Deffieux T, Pernot M, Osmanski BF, Biran V, Gennisson JL, Sieu LA, Bergel A, Franqui S, Correas JM, Cohen I, Baud O, Tanter M. Spatiotemporal Clutter Filtering of Ultrafast Ultrasound Data Highly Increases Doppler and fUltrasound Sensitivity. IEEE Trans Med Imaging 2015;34:2271-2285.
[9] van der Ven M, Luime JJ, van der Velden LL, Bosch JG, Hazes JMW, Vos HJ. High-Frame-Rate Power Doppler Ultrasound Is More Sensitive than Conventional Power Doppler in Detecting Rheumatic Vascularisation. Ultrasound Med Biol 2017;43:1868-1879.
[10] Urs R, Ketterling JA, Silverman RH. Ultrafast Ultrasound Imaging of Ocular Anatomy and Blood Flow. Invest Ophthalmol Vis Sci 2016;57:3810-3816.
[11] Maresca D, Correia M, Villemain O, Bizé A, Sambin L, Tanter M, Ghaleh B, Pernot M. Noninvasive Imaging of the Coronary Vasculature Using Ultrafast Ultrasound. JACC Cardiovasc Imaging 2018;11:798-808.
[12] Martello SE, Xia J, Kusunose J, Hacker BC, Mayeaux MA, Lin EJ, et al. Ultrafast power doppler ultrasound enables longitudinal tracking of vascular changes that correlate with immune response after radiotherapy. Theranostics 2024;14(18):6883-6896.
[13] D’Agostino MA, Terslev L, Aegerter P, Backhaus M, Balint P, Bruyn GA, et al. Scoring ultrasound synovitis in rheumatoid arthritis: a EULAR-OMERACT ultrasound taskforce – Part 1: definition and development of a standardised, consensus-based scoring system. RMD Open 2017;3:e000428.
[14] Yen TH, Wu YD, Chen HH, Tseng CW, Chen YH, Chen YM, Lai KL. The Role of Ultrasound Synovitis Scores for Patients Who are at Risk of Rheumatoid Arthritis. Int J Rheum Dis 2023;26:922-929.
[15] Smolen JS, Landewé RBM, Bijlsma JWJ, Burmester GR, Dougados M, Kerschbaumer A, et al. EULAR recommendations for the management of rheumatoid arthritis with synthetic and biological disease-modifying antirheumatic drugs: 2019 update. Ann Rheum Dis. 2020 Jun;79(6):685-699.
[16] Gossec L, Baraliakos X, Kerschbaumer A, de Wit M, McInnes I, Dougados M, et al. EULAR recommendations for the management of psoriatic arthritis with pharmacological therapies: 2019 update. Ann Rheum Dis. 2020 Jun;79(6):700-712.
[17] Kolasinski SL, Neogi T, Hochberg MC, Oatis C, Guyatt G, Block J, et al. 2019 American College of Rheumatology/Arthritis Foundation Guideline for the Management of Osteoarthritis of the Hand, Hip, and Knee. Arthritis Rheumatol. 2020 Feb;72(2):220-233.
[18] Liao AH, Chuang HC, Chung HY. Efficacy of ultrasound mediated microbubbles in diclofenac gel to enhance transdermal permeation in rheumatoid arthritis induced rat. Annu Int Conf IEEE Eng Med Biol Soc. 2015 Aug;2015:3521-3524. doi: 10.1109/EMBC.2015.7319152.
[19] Liyun Wang , Bihui Zhu, Jianbo Huang, Xi Xiang, Yuanjiao Tang, Lang Ma, Feng Yan, Chong Cheng, Li Qiu. Ultrasound-targeted microbubble destruction augmented synergistic therapy of rheumatoid arthritis via targeted liposomes. J Mater Chem B. 2020 Jun 24;8(24):5245-5256. doi: 10.1039/d0tb00430h.
[20] Jing XX, Liu J, Yang BA, Fu SQ, Wu TN, Wang DL. EGFP gene transfection into the synovial joint tissues of rats with rheumatoid arthritis by ultrasound-mediated microbubble destruction. Exp Ther Med. 2014 May;7(5):1396-1402. doi: 10.3892/etm.2014.1579. Epub 2014 Feb 24.
[21] S.R. Sirsi and M.A. Borden. Advances in ultrasound mediated gene therapy using microbubble contrast agents. Theranostics 2012;2(12):1208.
[22] Wu J and Nyborg WL. Ultrasound, cavitation bubbles and their interaction with cells. Adv Drug Deliv Rev. 2008 Jun 30;60(10):1103-1116.
[23] William G Pitt, Ghaleb A Husseini, Bryant J Staples. Ultrasonic drug delivery--a general review. Expert Opin Drug Deliv. 2004 Nov;1(1):37-56.
[24] I. Lentacker, S. C. De Smedt and N. N. Sanders. Drug loaded bubble design for ultrasound triggered delivery. Soft Matter. 2009;5(11):2161-2170.
[25] Steliyan Tinkov, Raffi Bekeredjian, Gerhard Winter and Conrad Coester. Microbubbles as ultrasound triggered drug carriers. J Pharm Sci. 2009 Jun;98(6):1935-1961.
[26] Newman CM, Bettinger T. Gene therapy progress and prospects: ultrasound for gene transfer. Gene Ther 2007; 14:465-475.
[27] Forsberg F, Shi WT, Merritt CR, Dai Q, Solcova M, Goldberg BB. On the usefulness of the mechanical index displayed on clinical ultrasound scanners for predicting contrast microbubble destruction. J Ultrasound Med 2005; 24: 443-450.
[28] Lai CY, Wu CH, Chen CC, Li PC. Quantitative relations of acoustic inertial cavitation with sonoporation and cell viability. Ultrasound Med Biol. 2006 Dec;32(12):1931-1941.
[29] AH Liao, HC Chuang, HY Chung. Efficacy of ultrasound mediated microbubbles in diclofenac gel to enhance transdermal permeation in rheumatoid arthritis induced rat. Annu Int Conf IEEE Eng Med Biol Soc. 2015 Aug;2015:3521-3524. doi: 10.1109/EMBC.2015.7319152.
[30] Lee CY (2018). Evaluation of human hair growth enhancements with ultrasound-mediated microbubbles dressing [master’s thesis]. National Taiwan University of Science and Technology.
[31] Lai KL, Li PC. Correlations between ultrafast power Doppler perfusion imaging variables and clinical disease activity in rheumatoid arthritis: potential use in diagnosing and treating patients with deep clinical remission. Ultrasonography 2024;43(6):478-489.
[32] Baranger J, Arnal B, Perren F, Baud O, Tanter M, Demene C. Adaptive Spatiotemporal SVD Clutter Filtering for Ultrafast Doppler Imaging Using Similarity of Spatial Singular Vectors. IEEE Trans Med Imaging 2018;37:1574-1586.
[33] Candès EJ, Sing-Long CA, Trzasko JD. Unbiased risk estimates for singular value thresholding and spectral estimators. IEEE Trans Signal Process 2012;61:4643-4657.
[34] Mitchell HH, Hamilton TS, Steggerda FR, Bean HW. The chemical composition of the adult human body and its bearing on the biochemistry of growth. J Biol Chem 1945;158:625-637.
[35] Keith NM, Rowntree LG, Geraghty GH. A method for the determination of plasma and blood volume. Arch Intern Med (Chic) 1915;xvi:547-576.
[36] Hammer HB, Bolton-King P, Bakkeheim V, Berg TH, Sundt E, Kongtorp AK, Haavardsholm EA. Examination of intra and interrater reliability with a new ultrasonographic reference atlas for scoring of synovitis in patients with rheumatoid arthritis. Ann Rheum Dis 2011;70:1995-1998.
[37] Lai KL, Tsai MC, Li PC. Ultrafast Doppler imaging for early detection of synovitis in rheumatoid arthritis. Ultrasound Med Biol 2024;50:484-493.
[38] Aletaha D, Ward MM, Machold KP, Nell VP, Stamm T, Smolen JS. Remission and active disease in rheumatoid arthritis: Defining criteria for disease activity states. Arthritis Rheum 2005;52:2625-2636.
[39] Backhaus M, Burmester GR, Gerber T, Grassi W, Machold KP, Swen WA, Wakefield RJ, Manger B; Working Group for Musculoskeletal Ultrasound in the EULAR Standing Committee on International Clinical Studies including Therapeutic Trials. Guidelines for musculoskeletal ultrasound in rheumatology. Ann Rheum Dis 2001;60:641-649.
[40] Ronneberger O, Fischer P, Brox T. U-Net: Convolutional networks for biomedical image segmentation. arXiv:1505.04597. https://arxiv.org/abs/1505.04597. Published May 18, 2015. Accessed July 22, 2023.
[41] Anderson JK, Zimmerman L, Caplan L, Michaud K. Measures of rheumatoid arthritis disease activity: Patient (PtGA) and Provider (PrGA) Global Assessment of Disease Activity, Disease Activity Score (DAS) and Disease Activity Score With 28-Joint Counts (DAS28), Simplified Disease Activity Index (SDAI), Clinical Disease Activity Index (CDAI), Patient Activity Score (PAS) and Patient Activity Score-II (PASII), Routine Assessment of Patient Index Data (RAPID), Rheumatoid Arthritis Disease Activity Index (RADAI) and Rheumatoid Arthritis Disease Activity Index-5 (RADAI-5), Chronic Arthritis Systemic Index (CASI), Patient-Based Disease Activity Score With ESR (PDAS1) and Patient-Based Disease Activity Score Without ESR (PDAS2), and Mean Overall Index for Rheumatoid Arthritis (MOI-RA). Arthritis Care Res (Hoboken) 2011;63 Suppl 11:S14-36.
[42] Geng Y, Han J, Deng X, Zhang Z. Deep clinical remission: an optimised target in the management of rheumatoid arthritis? Experience from an ultrasonography study. Clin Exp Rheumatol 2016;34:581-586.
[43] Balogh E, Biniecka M, Fearon U, Veale DJ, Szekanecz Z. Angiogenesis in Inflammatory Arthritis. Isr Med Assoc J 2019;21:345-352.
[44] Horie T, Nishida M, Tanimura S, Kamishima T, Tamai E, Morimura Y, Nishibata Y, Masuda S, Nakazawa D, Tomaru U, Atsumi T, Ishizu A. Detection of Increased Vascular Signal in Arthritis-Prone Rats Without Joint Swelling Using Superb Microvascular Imaging Ultrasonography. Ultrasound Med Biol 2019;45:2086-2093.
[45] Mankia K, Emery P. Preclinical Rheumatoid Arthritis: Progress Toward Prevention. Arthritis Rheumatol 2016;68:779-788.
[46] Rakieh C, Nam JL, Hunt L, Hensor EMA, Das S, Bissell LA, Villeneuve E, McGonagle D, Hodgson R, Grainger A, Wakefield RJ, Conaghan PG, Emery P. Predicting the development of clinical arthritis in anti-CCP positive individuals with non-specific musculoskeletal symptoms: A prospective observational cohort study. Ann Rheum Dis 2015;74:1659-1666.
[47] Combe B, Landewe R, Daien CI, Hua C, Aletaha D, Álvaro-Gracia JM, Bakkers M, Brodin N, Burmester GR, Codreanu C, Conway R, Dougados M, Emery P, Ferraccioli G, Fonseca J, Raza K, Silva-Fernández L, Smolen JS, Skingle D, Szekanecz Z, Kvien TK, van der Helm-van Mil A, van Vollenhoven R. 2016 update of the EULAR recommendations for the management of early arthritis. Ann Rheum Dis 2017;76:948-959.
[48] Deng X, Sun X, Xie W, Wang Y, Zhang Z. The correlation of ultrasound-detected synovitis in an individual small joint with overall clinical disease activity in patients with rheumatoid arthritis. Clin Rheumatol 2022;41:3319-3324.
[49] Zhu J, Wang J, Dong Y, Song Y, Huang P. Correlation between ultrasonographic scores and American College of Rheumatology recommended rheumatoid arthritis disease activity measures: a systematic review and network meta-analysis. J Ultrasound 2023;26:39-47.
[50] Balsa A, de Miguel E, Castillo C, Peiteado D, Martín-Mola E. Superiority of SDAI over DAS-28 in assessment of remission in rheumatoid arthritis patients using power Doppler ultrasonography as a gold standard. Rheumatology (Oxford) 2010;49:683-690.
[51] Tierney J, Walsh K, Griffith H, Baker J, Brown DB, Byram B. Combining slow flow techniques with adaptive demodulation for improved perfusion ultrasound imaging without contrast. IEEE Trans Ultrason Ferroelectr Freq Control 2019;66:834-848.
[52] Østergaard M, Peterfy CG, Bird P, Gandjbakhch F, Glinatsi D, Eshed I, et al. The OMERACT Rheumatoid Arthritis Magnetic Resonance Imaging (MRI) Scoring System: Updated Recommendations by the OMERACT MRI in Arthritis Working Group. J Rheumatol 2017;44(11):1706-1712.
[53] Gladman DD, Antoni C, Mease P, Clegg DO, Nash P. Psoriatic arthritis: epidemiology, clinical features, course, and outcome. Ann Rheum Dis 2005;64 (2):ii14-7.
[54] Schett G, Lories RJ, D'Agostino MA, Elewaut D, Kirkham B, Soriano ER, McGonagle D. Enthesitis: from pathophysiology to treatment. Nat Rev Rheumatol 2017;13(12):731-741.
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dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/97840-
dc.description.abstract傳統能量都卜勒在檢測早期類風濕性關節炎(RA)時對於微弱與緩慢血流的靈敏度有限,可能導致誤診。超快能量都卜勒(Ultrafast power Doppler, ufPD)是一種新穎影像技術,具備更高的血流檢測靈敏度,可作為RA診斷與疾病活動度監測的重要工具。本論文整合三項研究。第一項研究納入33名RA患者(含19名確診與14名早期)及15名健康者,比較ufPD與傳統能量都卜勒於腕關節掃描的表現。ufPD檢測到較大的滑膜血流面積,其風濕病學結果測量評分的敏感度達0.985、準確度為0.719,明顯優於傳統能量都卜勒(敏感度0.424、準確度0.604)。ufPD顯示更高的滑膜血流性、擴張的血管和更亮的都卜勒訊號,其峰值滑膜都卜勒亮度的接收者操作特徵曲線下面積為0.802(敏感度0.909、準確度0.813),為最具診斷價值的變數。尤其在早期RA,ufPD大幅提升診斷敏感度與準確度(各增加0.561和0.209)。第二項研究評估ufPD灌流影像參數與疾病活動度指標的關聯性。ufPD影像參數與臨床指標呈現弱至中度相關(r = 0.221–0.374, p < 0.05),其中滑膜都卜勒亮度相關性最高。達到深度臨床緩解的患者中,此相關性更為顯著(r = 0.578–0.641, p < 0.001),顯示ufPD可作為疾病活動評估工具。第三項研究評估超音波(US)介導微氣泡(MB)敷料合併匹洛西卡凝膠於手部關節炎的治療效果。30名患者的症狀性關節分配到MB/US組、US組與對照組。結果顯示MB/US組在疼痛緩解、滑膜肥大與血管性改善方面均優於其他組,整體治療反應率達66.7%,且無不良反應,顯示此技術有助於增強藥物傳輸與治療效果。未來計畫將結合自適應解調技術進一步提升ufPD影像品質,並透過磁振造影作為黃金標準,評估其對RA與早期乾癬性關節炎的診斷能力。zh_TW
dc.description.abstractConventional power Doppler (cPD) has a limited sensitivity in detection of slow blood flow in early-stage rheumatoid arthritis (RA), potentially leading to misdiagnosis. Ultrafast power Doppler (ufPD) is an innovative imaging technique with enhanced sensitivity for slow-flow detection, making it a valuable tool for RA diagnosis and disease activity monitoring. This dissertation integrates findings from three studies. The first study included 33 RA patients (19 established and 14 early-stage) and 15 healthy controls to compare ufPD with cPD in wrist joint scanning. ufPD detected significantly larger synovial blood flow areas. Using the OMERACT scoring system, ufPD yielded a sensitivity of 0.985 and an accuracy of 0.719, outperforming cPD (sensitivity 0.424, accuracy 0.604). Among the ufPD image features, peak synovial PD brightness showed the highest diagnostic value (Area Under ROC Curve 0.802, sensitivity 0.909, accuracy 0.813). Notably, ufPD significantly improved diagnostic sensitivity and accuracy in early RA (an increment of 0.561 and 0.209 respectively). The second study explored the correlation between ufPD perfusion imaging variables and clinical disease activity indices. ufPD variables showed weak-to-moderate correlations with clinical indices (r = 0.221–0.374, p <0.05), with synovial PD brightness being the most strongly correlated. Among patients in deep clinical remission, these correlations strengthened (r = 0.578–0.641, p <0.001), supporting the utility of ufPD in disease activity assessment. The third study assessed the therapeutic efficacy of ultrasound (US)-mediated microbubbles (MB) dressing combined with piroxicam gel in hand arthritis. The symptomatic joints of 30 patients were assigned to MB/US, US, or control groups. The MB/US group showed superior pain relief and greater improvement in synovial hypertrophy (76.7%) and vascularity (66.7%), with an overall treatment response rate of 66.7%, and no side effects reported. Future studies aim to enhance ufPD perfusion imaging using adaptive demodulation of tissue signals and to validate its diagnostic performance against MRI as a gold standard, with potential application in early psoriatic arthritis detection.en
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dc.description.tableofcontentsAcknowledgements i
Chinese abstract ii
Abstract iii
Contents v
Figure viii
Table x
Chapter 1. Introduction 1
1.1 Background 1
1.2 Novel ultrasound technology for early detection of synovitis 2
1.3 Correlation with clinical disease activity 5
1.4 Novel ultrasound technology for treating arthritis 5
1.5 Motivations and Aims 9
Chapter 2. Technical Foundations of Ultrafast Doppler 11
2.1 Principle of ultrafast acquisition 11
2.2 Principle of spatial SVD filtering 12
2.2.1 SVD matrix decomposition 12
2.2.2 Blood/Tissue/Noise signal separation 12
2.2.3 Perfusion imaging concept 15
2.3 Phantom experiment design and results 17
2.3.1 Flow rate estimation 17
2.3.2 System design 18
2.3.3 Experimental procedures 19
2.3.4 Results 20
2.3.4.1 Ultrafast Doppler imaging 20
2.3.4.2 Conventional Doppler imaging 21
Chapter 3. Diagnostic Capability of Ultrafast Doppler for RA 22
3.1 Methods 22
3.1.1 Patient selection 22
3.1.2 Clinical assessment 25
3.1.3 Ultrasound assessment 25
3.1.4 Image analysis 26
3.1.5 Statistical analysis 30
3.2 Results 32
3.2.1 Ultrafast PD has higher sensitivity and accuracy 32
3.2.2 Diagnostic performance of ultrafast PD in conventional PD-negative wrist joints 35
3.2.3 Diagnostic performance of ultrafast PD in early-stage RA 36
3.2.4 Optimal diagnostic indicators and thresholds 37
Chapter 4. Correlation of Ultrafast Doppler Variables with Disease Activity 43
4.1 Methods 43
4.1.1 Patient selection 43
4.1.2 Clinical assessment 43
4.1.3 Ultrasound assessment 44
4.1.4 Image analysis 44
4.1.5 Statistical analysis 46
4.2 Results 47
4.2.1 Imaging capability at different disease activity levels 47
4.2.2 Ultrafast PD variables are positively correlated with disease activity 51
4.2.3 Ultrafast PD variables have higher clinical correlation in the dCR population 51
4.2.4 Ultrafast PD variables correlate to clinical indices RA patients with bilateral conventional PD-negative wrists 52
Chapter 5. Ultrasonication with Microbubbles Dressing for Arthritis 56
5.1 Motivation 56
5.2 Methods 56
5.2.1 Number of subjects, inclusion and exclusion criteria 56
5.2.2 Study design 56
5.2.2.1 Preparation of microbubble solution 56
5.2.2.2 Ultrasonic implanter settings 57
5.2.2.3 Treatment procedure 57
5.2.2.4 Outcome evaluation 58
5.2.2.5 Image analysis 58
5.2.3 Definition of therapeutic responses 60
5.2.4 Statistical analysis 61
5.3 Results 61
Chapter 6. Discussion 69
6.1 Diagnostic capacity of ultrafast power Doppler 69
6.1.1 Diagnostic capacity and clinical utility 69
6.1.2 Limitations 71
6.2 Correlation between ultrafast Doppler and disease activity 73
6.2.1 Disease activity correlation and Clinical benefits 73
6.2.2 Limitations 75
6.3 Ultrasonication with microbubbles for hand arthritis 76
6.3.1 Efficacy of ultrasonication-mediated microbubbles dressing 76
6.3.2 Limitations 78
Chapter 7. Conclusions and Future work 79
7.1 Conclusions 79
7.2 Future work 80
7.2.1 Improve ultrafast PD perfusion imaging by adaptive demodulation of tissue signals 80
7.2.2 MRI as the gold standard for assessing the diagnostic capacity of ultrafast PD for rheumatoid arthritis 81
7.2.3 Application of ultrafast PD for early detection of psoriatic arthritis 82
7.2.4 Extend case numbers of the ultrasonication with microbubbles trial 83
References 84
-
dc.language.isoen-
dc.subject超快都卜勒zh_TW
dc.subject微氣泡zh_TW
dc.subject灌流zh_TW
dc.subject診斷zh_TW
dc.subject類風濕性關節炎zh_TW
dc.subject超快都卜勒zh_TW
dc.subject微氣泡zh_TW
dc.subject灌流zh_TW
dc.subject診斷zh_TW
dc.subject類風濕性關節炎zh_TW
dc.subjectultrafast Doppleren
dc.subjectmicrobubbleen
dc.subjectultrafast Doppleren
dc.subjectrheumatoid arthritisen
dc.subjectdiagnosisen
dc.subjectperfusionen
dc.subjectmicrobubbleen
dc.subjectperfusionen
dc.subjectdiagnosisen
dc.subjectrheumatoid arthritisen
dc.title先進的超音波技術應用於類風濕性關節炎:早期檢測、臨床疾病活動度相關性和治療效果zh_TW
dc.titleAdvanced Ultrasound Technologies for Rheumatoid Arthritis: Early Detection, Clinical Disease Activity Correlation, and Therapeutic Efficacyen
dc.typeThesis-
dc.date.schoolyear113-2-
dc.description.degree博士-
dc.contributor.oralexamcommittee劉浩澧;許秉寧;郭柏齡;廖愛禾;謝寶育zh_TW
dc.contributor.oralexamcommitteeHao-Li Liu;Ping-Ning Hsu;Po-Ling Kuo;Ai-Ho Liao;Bao-Yu Hsiehen
dc.subject.keyword超快都卜勒,類風濕性關節炎,診斷,灌流,微氣泡,zh_TW
dc.subject.keywordultrafast Doppler,rheumatoid arthritis,diagnosis,perfusion,microbubble,en
dc.relation.page91-
dc.identifier.doi10.6342/NTU202501393-
dc.rights.note同意授權(全球公開)-
dc.date.accepted2025-07-07-
dc.contributor.author-college電機資訊學院-
dc.contributor.author-dept生醫電子與資訊學研究所-
dc.date.embargo-lift2025-07-19-
顯示於系所單位:生醫電子與資訊學研究所

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