Real-time Data Processing for In-line Monitoring of a Pharmaceutical Coating Process by Optical Coherence Tomography

被引:1
作者
Markl, Daniel [1 ]
Ziegler, Jakob [1 ]
Hannesschlaeger, Guenther [2 ]
Sacher, Stephan [1 ]
Buchsbaum, Andreas [2 ]
Leitner, Michael [2 ]
Khinast, Johannes G. [1 ,3 ]
机构
[1] Res Ctr Pharmaceut Engn GmbH, Inffeldgasse 13-2, A-8010 Graz, Austria
[2] Res Ctr Non Destruct Testing GmbH, A-4040 Linz, Austria
[3] Graz Univ Technol, Inst Proc & Particle Engn, A-8010 Graz, Austria
来源
BIOPHOTONICS: PHOTONIC SOLUTIONS FOR BETTER HEALTH CARE IV | 2014年 / 9129卷
关键词
Optical coherence tomography; pharmaceutical coating process; in-line monitoring; real-time data processing; HIDDEN MARKOV-MODELS; AUTOMATIC SEGMENTATION; RAMAN-SPECTROSCOPY; THICKNESS;
D O I
10.1117/12.2051138
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Coating of tablets is a widely applied unit operation in the pharmaceutical industry. Thickness and uniformity of the coating layer are crucial for efficacy as well as for compliance. Not only due to different initiatives it is thus essential to monitor and control the coating process in-line. Optical coherence tomography (OCT) was already shown in previous works to be a suitable candidate for in-line monitoring of coating processes. However, to utilize the full potential of the OCT technology an automatic evaluation of the OCT measurements is essential. The automatic evaluation is currently implemented in MATLAB and includes several steps: (1) extraction of features of each A-scan, (2) classification of A-scan measurements based on their features, (3) detection of interfaces (air/coating and coating/tablet core), (4) correction of distortions due to the curvature of the bi-convex tablets and the oblique orientation of the tablets, and (5) determining the coating thickness. The algorithm is tested on OCT data acquired by moving the sensor head of the OCT system across a static tablet bed. The coating thickness variations of single tablets (i.e., intra-tablet coating variability) can additionally be analysed as OCT allows the measurement of the coating thickness on multiple displaced positions on one single tablet. Specifically, the information about those parameters emphasises the high capability of the OCT technology to improve process understanding and to assure a high product quality.
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页数:10
相关论文
共 23 条
  • [1] ALTUN Y, 2003, ICML, P3
  • [2] [Anonymous], 1999, FRONT APP M
  • [3] Bishop C., 2006, PATTERN RECOGN, DOI DOI 10.1117/1.2819119
  • [4] Comparative study of non-destructive methods to quantify thickness of tablet coatings
    Cahyadi, C.
    Karande, A. D.
    Chan, L. W.
    Heng, P. W. S.
    [J]. INTERNATIONAL JOURNAL OF PHARMACEUTICS, 2010, 398 (1-2) : 39 - 49
  • [5] Chang C., 2013, LIBSVM LIB SUPPORT V
  • [6] Automatic segmentation of seven retinal layers in SDOCT images congruent with expert manual segmentation
    Chiu, Stephanie J.
    Li, Xiao T.
    Nicholas, Peter
    Toth, Cynthia A.
    Izatt, Joseph A.
    Farsiu, Sina
    [J]. OPTICS EXPRESS, 2010, 18 (18): : 19413 - 19428
  • [7] Fercher AF, 2003, REP PROG PHYS, V66, P239, DOI 10.2184/lsj.31.635
  • [8] Real-time predictions of drug release and end point detection of a coating operation by in-line near infrared measurements
    Gendre, Claire
    Boiret, Mathieu
    Genty, Muriel
    Chaminade, Pierre
    Pean, Jean Manuel
    [J]. INTERNATIONAL JOURNAL OF PHARMACEUTICS, 2011, 421 (02) : 237 - 243
  • [9] DETERMINATION OF FILM-COATED TABLET PARAMETERS BY NEAR-INFRARED SPECTROSCOPY
    KIRSCH, JD
    DRENNEN, JK
    [J]. JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 1995, 13 (10) : 1273 - 1281
  • [10] PAT-tools for process control in pharmaceutical film coating applications
    Knop, Klaus
    Kleinebudde, Peter
    [J]. INTERNATIONAL JOURNAL OF PHARMACEUTICS, 2013, 457 (02) : 527 - 536