TY  - CHAP
U1  - Konferenzveröffentlichung
ED  - Wolff, Carsten
ED  - Reimann, Christian
T1  - Dortmund International Research Conference 2019 : Conference Proceedings
BT  - 28-29 June 2019: Project mangament; leadership and sustainability; digital transformation; ICT, embedded systems and technology; education an learning
Y1  - 2019
SN  - 978-3-00-063847-3
SB  - 978-3-00-063847-3
SP  - 131
S1  - 131
PB  - Fachhochschule Dormund
CY  - Dortmund
ER  - 
TY  - CHAP
U1  - Konferenzveröffentlichung
ED  - Wolff, Carsten
ED  - Reimann, Christian
T1  - Dortmund International Research Conference 2020 : Conference Proceedings
BT  - 26-27 June 2020: Education, e-Learning & Blended Learning; environmental management & sustainability; information & communication technology; innovation & entrepreneurship; project management & sustainability
Y1  - 2020
SN  - 978-3-948228-01-9
SB  - 978-3-948228-01-9
SP  - 288
S1  - 288
PB  - Fachhochschule Dormund
CY  - Dortmund
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  - 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  - 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  - Koitka, Sven
A1  - Kim, Moon S.
A1  - Qu, Ming
A1  - Fischer, Asja
A1  - Friedrich, Christoph M.
A1  - Nensa, Felix
T1  - Mimicking the radiologists' workflow: estimating pediatric hand bone age with stacked deep neural networks
JF  - Medical Image Analysis
Y1  - 2020
SN  - 1361-8415
SS  - 1361-8415
VL  - 64 (2020)
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  - 
TY  - CHAP
U1  - Buchbeitrag
A1  - Bloch, Louise
A1  - Friedrich, Christoph
T1  - Developing a machine learning workflow to explain black-box models for Alzheimer's disease classification
T2  - BIOSTEC 2021 : proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies : online streaming, February 11-13, 2021
Y1  - 2021
SP  - 87
EP  - 99
PB  - SCITEPRESS - Science and Technology Publications
CY  - Sétubal
ER  - 
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  -