TY  - JOUR
A1  - Arinkin, Vladimir
A1  - Digel, Ilya
A1  - Porst, Dariusz
A1  - Temiz Artmann, Aysegül
A1  - Artmann, Gerhard
T1  - Phenotyping date palm varieties via leaflet cross-sectional imaging and artificial neural network application
JF  - BMC bioinformatics
N2  - Background
True date palms (Phoenix dactylifera L.) are impressive trees and have served as an indispensable source of food for mankind in tropical and subtropical countries for centuries. The aim of this study is to differentiate date palm tree varieties by analysing leaflet cross sections with technical/optical methods and artificial neural networks (ANN).

Results
Fluorescence microscopy images of leaflet cross sections have been taken from a set of five date palm tree cultivars (Hewlat al Jouf, Khlas, Nabot Soltan, Shishi, Um Raheem). After features extraction from images, the obtained data have been fed in a multilayer perceptron ANN with backpropagation learning algorithm.

Conclusions
Overall, an accurate result in prediction and differentiation of date palm tree cultivars was achieved with average prediction in tenfold cross-validation is 89.1% and reached 100% in one of the best ANN.
Y1  - 2014
U6  - http://dx.doi.org/10.1186/1471-2105-15-55
SN  - 1471-2105
VL  - 15
IS  - 55
SP  - 1
EP  - 8
ER  - 
TY  - JOUR
A1  - Heiligers, Jeannette
A1  - Schoutetens, Frederic
A1  - Dachwald, Bernd
T1  - Photon-sail equilibria in the alpha centauri system
JF  - Journal of Guidance, Control, and Dynamics
Y1  - 2021
U6  - http://dx.doi.org/10.2514/1.G005446
SN  - 1533-3884
SN  - 0731-5090
SN  - 0162-3192
VL  - 44
IS  - 5
SP  - 1053
EP  - 1061
ER  - 
TY  - JOUR
A1  - Artmann, Gerhard
A1  - Zerlin, Kay
A1  - Digel, Ilya
A1  - Stadler, Andreas M.
T1  - Physical discontinuities at body temperature in human red blood cells / Artmann, GM ; Zerlin, K ; Digel, I ; Stadler, A ; Zaccai, G ; Temiz, AA
JF  - Tissue Engineering. 13 (2007), H. 7
Y1  - 2007
SN  - 1076-3279
N1  - TERMIS-EU Meeting Abstracts London, UK September 4–7, 2007
SP  - 1778
EP  - 1778
ER  - 
TY  - JOUR
A1  - Duong, Minh Tuan
A1  - Nguyen, Nhu Huynh
A1  - Staat, Manfred
T1  - Physical response of hyperelastic models for composite materials and soft tissues
JF  - Asia pacific journal on computational engineering
Y1  - 2015
U6  - http://dx.doi.org/10.1186/s40540-015-0015-x
SN  - 2196-1166
VL  - 2
IS  - 3 (December 2015)
SP  - 1
EP  - 18
ER  - 
TY  - JOUR
A1  - Savitskaya, I. S.
A1  - Kistaubayeva, A. S.
A1  - Digel, Ilya
A1  - Shokatayeva, D. H.
T1  - Physicochemical and Antibacterial Properties of Composite Films Based on Bacterial Cellulose and Chitosan for Wound Dressing Materials
JF  - Eurasian Chemico-Technological Journal
Y1  - 2017
U6  - http://dx.doi.org/10.18321/ectj670
SN  - 2522-4867
VL  - 19
IS  - 3
SP  - 255
EP  - 264
ER  - 
TY  - JOUR
A1  - Kotliar, Konstantin
A1  - Koshitz, I. N.
A1  - Svetlova, O. V.
A1  - Zaseeva, M. V.
T1  - Physiological principles of hypotensive therapy of open-angle glaucoma during presbyopic period. Part I Initial theoretical presuppositions, hypotheses and facts / Koshitz, I. N. ; Svetlova, O. V. ; Zaseeva, M. V. ; Shuhaev, S. V. ; Makarov, F. N. ; Kotli
JF  - Glaukoma (2006)
Y1  - 2006
N1  - Original in Russisch
SP  - 35
EP  - 53
PB  - -
ER  - 
TY  - JOUR
A1  - Kotliar, Konstantin
A1  - Koshitz, I. N.
A1  - Svetlowa, O. V.
A1  - Zaseeva, M. V.
T1  - Physiological principles of hypotensive therapy of open-angle glaucoma during presbyopic period. Part II Promising algorithms of practical sparing applications / Koshitz, I. N. ; Svetlova, O. V. ; Zaseeva, M. V. ; Shuhaev, S. V. ; Makarov, F. N. ; Kotliar
JF  - Glaukoma (2006)
Y1  - 2006
N1  - Original in Russisch
SP  - 51
EP  - 70
PB  - -
ER  - 
TY  - JOUR
A1  - Stadler, Alexander Maximilian
A1  - Garvey, Christopher J.
A1  - Embs, Jan Peter
A1  - Koza, Michael Marek
A1  - Unruh, Tobias
A1  - Artmann, Gerhard
A1  - Zaccai, Guiseppe
T1  - Picosecond dynamics in haemoglobin from different species: A quasielastic neutron scattering study
JF  - Biochimica et biophysica acta (BBA): General Subjects
Y1  - 2014
U6  - http://dx.doi.org/10.1016/j.bbagen.2014.06.007
SN  - 1872-8006 (E-Journal); 0304-4165 (Print)
VL  - 1840
IS  - 10
SP  - 2989
EP  - 2999
PB  - Elsevier
CY  - Amsterdam
ER  - 
TY  - JOUR
A1  - Artmann, Gerhard
A1  - Bäumler, H.
A1  - Voigt, A.
A1  - Mitlöhner, R. [u.a.]
T1  - Plastic behaviour of polyelectrolyte microcapsules derived from colloid templates. Bäumler, H., Artmann, Gerhard Michael; Voigt, A., Mitlöhner, R., Neu, B., Kiesewetter, H.
JF  - Journal of Microencapsulation. 17 (2000), H. 5
Y1  - 2000
SN  - 1464-5246
SP  - 651
EP  - 655
ER  - 
TY  - JOUR
A1  - Staat, Manfred
T1  - Plastic collapse analysis of longitudinally flawed pipes and vessels
JF  - Nuclear Engineering and Design. 234 (2004), H. 1-3
Y1  - 2004
SN  - 0029-5493
SP  - 25
EP  - 43
ER  -