TY - JOUR
T1 - Automated pharmaceutical tablet coating layer evaluation of optical coherence tomography images
AU - Markl, Daniel
AU - Hannesschläger, Günther
AU - Sacher, Stephan
AU - Leitner, Michael
AU - Khinast, Johannes G.
AU - Buchsbaum, Andreas
PY - 2015/2/2
Y1 - 2015/2/2
N2 - Film coating of pharmaceutical tablets is often applied to influence the drug release behaviour. The coating characteristics such as thickness and uniformity are critical quality parameters, which need to be precisely controlled. Optical coherence tomography (OCT) shows not only high potential for off-line quality control of film-coated tablets but also for in-line monitoring of coating processes. However, an in-line quality control tool must be able to determine coating thickness measurements automatically and in real-time. This study proposes an automatic thickness evaluation algorithm for bi-convex tables, which provides about 1000 thickness measurements within 1 s. Beside the segmentation of the coating layer, optical distortions due to refraction of the beam by the air/coating interface are corrected. Moreover, during in-line monitoring the tablets might be in oblique orientation, which needs to be considered in the algorithm design. Experiments were conducted where the tablet was rotated to specified angles. Manual and automatic thickness measurements were compared for varying coating thicknesses, angles of rotations, and beam displacements (i.e. lateral displacement between successive depth scans). The automatic thickness determination algorithm provides highly accurate results up to an angle of rotation of 30. The computation time was reduced to 0.53 s for 700 thickness measurements by introducing feasibility constraints in the algorithm.
AB - Film coating of pharmaceutical tablets is often applied to influence the drug release behaviour. The coating characteristics such as thickness and uniformity are critical quality parameters, which need to be precisely controlled. Optical coherence tomography (OCT) shows not only high potential for off-line quality control of film-coated tablets but also for in-line monitoring of coating processes. However, an in-line quality control tool must be able to determine coating thickness measurements automatically and in real-time. This study proposes an automatic thickness evaluation algorithm for bi-convex tables, which provides about 1000 thickness measurements within 1 s. Beside the segmentation of the coating layer, optical distortions due to refraction of the beam by the air/coating interface are corrected. Moreover, during in-line monitoring the tablets might be in oblique orientation, which needs to be considered in the algorithm design. Experiments were conducted where the tablet was rotated to specified angles. Manual and automatic thickness measurements were compared for varying coating thicknesses, angles of rotations, and beam displacements (i.e. lateral displacement between successive depth scans). The automatic thickness determination algorithm provides highly accurate results up to an angle of rotation of 30. The computation time was reduced to 0.53 s for 700 thickness measurements by introducing feasibility constraints in the algorithm.
KW - distortion correction
KW - in-line quality control
KW - optical coherence tomography
KW - pharmaceutical film-coated tablets
KW - segmentation
UR - http://www.scopus.com/inward/record.url?scp=84923178972&partnerID=8YFLogxK
U2 - 10.1088/0957-0233/26/3/035701
DO - 10.1088/0957-0233/26/3/035701
M3 - Article
AN - SCOPUS:84923178972
SN - 0957-0233
VL - 26
JO - Measurement Science and Technology
JF - Measurement Science and Technology
IS - 3
M1 - 035701
ER -