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Quantitative identification of teratoma tissues formed by human embryonic stem cells with TeratomEye
Authors:Steve Kah Weng Oh  Pauline Chua  Koh Lin Foon  Emily Ng  Angela Chin  Andre Boon Hwa Choo  Rajagopalan Srinivasan
Affiliation:(1) Stem Cell Group, Bioprocessing Technology Institute, A*STAR (Agency for Science, Technology and Research), 20 Biopolis Way #06 - 01 Centros, Singapore, 138668, Singapore;(2) Department of Chemical and Biomolecular Engineering, National University of Singapore, 4 Engineering Drive 4, Singapore, 117576, Singapore
Abstract:An automated vision system, TeratomEye, was developed for the identification of three representative tissue types: muscle, gut and neural epithelia which are commonly found in teratomas formed from human embryonic stem cells. Muscle tissue, a common structure was identified with an accuracy of 90.3% with high specificity and sensitivity greater than 90%. Gut epithelia were identified with an accuracy of 87.5% with specificity and sensitivity greater than 80%. Neural epithelia which were the most difficult structures to distinguish gave an accuracy of 47.6%. TeratomEye is therefore useful for the automated identification of differentiated tissues in teratoma sections.
Keywords:Human embryonic stem cells  Identification  Stem cells  Teratoma
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