TY - JOUR
T1 - Identification and classification of objects and motions in microscopy images of biological samples using heuristic algorithms
AU - Winkler, Stephan
AU - Schaller, Susanne
AU - Borgmann, Daniela Martina
AU - Dorfer, Viktoria
AU - Affenzeller, Michael
AU - Jacak, Jaroslaw
AU - Redl, Heinz
AU - Weghuber, Julian
N1 - Publisher Copyright:
© Springer International Publishing Switzerland 2015.
PY - 2015
Y1 - 2015
N2 - Heuristic algorithms are used for solving numerous modern research questions in biomedical informatics. We here summarize ongoing research done in this context and focus on approaches used in the analysis of microscopic images of biological samples. On the one hand we discuss the use of evolutionary algorithms for detecting and classifying structures in microscopy images, especially micro-patterns, cornea cells, and strands of myocardial muscles. On the other hand we show the use of data mining for characterizing the motions of molecules (for recognizing cells affected by paroxysmal nocturnal hemoglobinuria) and the progress of bone development.
AB - Heuristic algorithms are used for solving numerous modern research questions in biomedical informatics. We here summarize ongoing research done in this context and focus on approaches used in the analysis of microscopic images of biological samples. On the one hand we discuss the use of evolutionary algorithms for detecting and classifying structures in microscopy images, especially micro-patterns, cornea cells, and strands of myocardial muscles. On the other hand we show the use of data mining for characterizing the motions of molecules (for recognizing cells affected by paroxysmal nocturnal hemoglobinuria) and the progress of bone development.
UR - http://www.scopus.com/inward/record.url?scp=84925014401&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-15720-7_8
DO - 10.1007/978-3-319-15720-7_8
M3 - Article
SN - 1860-949X
VL - 595
SP - 103
EP - 117
JO - Studies in Computational Intelligence
JF - Studies in Computational Intelligence
ER -