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  - 
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  - Seco de Herrera, Alba G.
A1  - Ionescu, Bogdan
A1  - Müller, Henning
A1  - Péteri, Renaud
A1  - Ben Abacha, Asma
A1  - Friedrich, Christoph M.
A1  - Rückert, Johannes
A1  - Bloch, Louise
A1  - Brüngel, Raphael
A1  - Idrissi-Yaghir, Ahmad
A1  - Schäfer, Henning
A1  - Kozlovski, Serge
A1  - Dicente Cid, Yashin
A1  - Kovalev, Vassili
A1  - Chamberlain, Jon
A1  - Clark, Adrian
A1  - Campello, Antonio
A1  - Schindler, Hugo
A1  - Deshayes, Jérome
A1  - Popescu, Adrian
A1  - Ştefan, Liviu-Daniel
A1  - Constantin, Mihai Gabriel
A1  - Dogariu, Mihai
T1  - ImageCLEF 2022: multimedia retrieval in medical, nature, fusion and internet applications
T2  - Advances in Information Retrieval: 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10–14, 2022, Proceedings, Part II
Y1  - 2022
SP  - 382
EP  - 389
PB  - Springer International Publishing
CY  - Cham
ER  -