TY  - CHAP
U1  - Buchbeitrag
A1  - Bloch, Louise
A1  - Friedrich, Christoph
T1  - Using Bayesian optimization to effectively tune random forest and XGBoost hyperparameters for early Alzheimer's disease diagnosis
T2  - Wireless Mobile Communication and Healthcare : 9th EAI International Conference, MobiHealth 2020, Virtual Event, November 19, 2020, Proceedings
Y1  - 2021
SP  - 285
EP  - 299
PB  - Springer International Publishing
CY  - Cham
ER  - 
TY  - JOUR
U1  - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed)
A1  - Brumann, Christopher
A1  - Kukuk, Markus
A1  - Reinsberger, Claus
T1  - Evaluation of open-source and pre-trained deep convolutional neural networks suitable for player detection and motion analysis in squash
JF  - Sensors
Y1  - 2021
SN  - 1424-8220
SS  - 1424-8220
VL  - 2021
IS  - 21(13)
SP  - 1
EP  - 25
ER  - 
TY  - JOUR
U1  - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed)
A1  - Kuhnt, Sonja
A1  - Becker-Emden, Eva-Christina
A1  - Schade, Tim
A1  - Eden, Wolfgang
A1  - Middendorf, Bernhard
T1  - Use of optimal mixture-process designs and response-surface models to study properties of calcium silicate units
JF  - Quality and Reliability Engineering International
Y1  - 2021
SN  - 0748-8017
SS  - 0748-8017
VL  - 37 (2021)
IS  - 2
SP  - 391
EP  - 408
ER  - 
TY  - CHAP
U1  - Buchbeitrag
A1  - Tillmann, W.
A1  - Baumann, I.
A1  - Brinkhoff, A.
A1  - Kuhnt, Sonja
A1  - Becker-Emden, Eva-Christina
A1  - Kalka, A.
T1  - Effect of the spray parameters on the particle behavior and the coating properties during ID warm spraying of fine WC-12Co powders (-10 + 2 μm)
T2  - Thermal Spray 2021 : proceedings from the international thermal spray conference
Y1  - 2021
SP  - 283
EP  - 289
PB  - ASM
CY  - Kinsman Road, OH
ER  - 
TY  - JOUR
U1  - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed)
A1  - Graham, Sarah E.
A1  - Clarke, Shoa L.
A1  - Wu, Kuan-Han H.
A1  - Kanoni, Stavroula
A1  - Arendt, Marina
T1  - The power of genetic diversity in genome-wide association studies of lipids
JF  - Nature
Y1  - 2021
SN  - 1476-4687
SS  - 1476-4687
VL  - 600 (2021)
SP  - 675
EP  - 679
ER  - 
TY  - THES
U1  - Dissertation / Habilitation
A1  - Spicher, Nicolai
T1  - Time-frequency analysis of optical and electrical cardiac signals with applications in ultra-high-field MRI
Y2  - 2020
N1  - Dissertation zur Erlangung des Doktorgrades der Naturwissenschaften in der Medizin durch die Medizinische Fakultät der Universität Duisburg-Essen
SP  - 177
S1  - 177
ER  - 
TY  - JOUR
U1  - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed)
A1  - Bakker, Mark K.
A1  - van der Spek, Rick A. A.
A1  - Friedrich, Christoph M.
T1  - Genome-wide association study of intracarnial aneurysms identifies 17 risk loci and genetic overlap with clinical risk factors
JF  - Nature Genetics
Y1  - 2020
SN  - 1061-4036
SS  - 1061-4036
VL  - 2020
IS  - 12
SP  - 1303
EP  - 1313
ER  - 
TY  - JOUR
U1  - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed)
A1  - Mech, Agnieszka
A1  - Wohlleben, Wendel
A1  - Ghanem, Antoine
A1  - Hodoroaba, Vasile-Dan
A1  - Weigel, Stefan
A1  - Babick, Frank
A1  - Brüngel, Raphael
A1  - Friedrich, Christoph M.
A1  - Rasmussen, Kirsten
A1  - Rauscher, Hubert
T1  - Nano or not nano? A structured approach for identifying nanomaterials according to the European Commission's definition
JF  - Small
Y1  - 2020
SN  - 1613-6810
SS  - 1613-6810
VL  - 16 (2020)
IS  - 36
ER  - 
TY  - JOUR
U1  - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed)
A1  - Pelka, Obioma
A1  - Friedrich, Christoph M.
A1  - Nensa, Felix
A1  - Mönninghoff, Christoph
A1  - Bloch, Louise
A1  - Jöckel, Karl-Heinz
A1  - Schramm, Sara
A1  - Sanchez Hoffmann, Sarah
A1  - Winkler, Angela
A1  - Weimar, Christian
A1  - Jokisch, Martha
T1  - Sociodemographic data and APOE-ε4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systems
JF  - PLoS ONE
Y1  - 2020
SN  - 1932-6203
SS  - 1932-6203
VL  - 2020
ER  - 
TY  - CHAP
U1  - Buchbeitrag
A1  - Bloch, Louise
A1  - Boketta, Adrian
A1  - Keibel, Christopher
A1  - Mense, Eric
A1  - Michailutschenko, Alex
A1  - Pelka, Obioma
A1  - Rückert, Johannes
A1  - Willemeit, Leon
A1  - Friedrich, Christoph M.
T1  - Combination of image and location information for snake species identification using object detection and EfficientNets
T2  - CLEF 2020: CLEF 2020 working notes : working notes of CLEF 2020 - Conference and Labs of the Evaluation Forum : Thessaloniki, Greece, September 22-25, 202
Y1  - 2020
PB  - RWTH Aachen
CY  - Aachen
ER  -