Publications

Publications

A machine learning method for the identification and characterization of novel COVID-19 drug targets
Schultz, Bruce; Delong, Lauren Nicole; Masny, Aliaksandr; Lentzen, Manuel; Raschka, Tamara; Dijk, David van; Zaliani, Andrea; Hansen, Anne Funck; Rüping, Stefan; Kugler, Sabine; Burmeister, Jan; Kohlhammer, Jörn; Sarau, George; Christiansen, Silke; Kannt, Aimo; Foldenauer, Ann Christina; Claussen, Carsten; Resch, Eduard; Frank, Kevin; Gribbon, Philip; Kuzikov, Maria; Keminer, Oliver; Laue, Hendrik; Hahn, Horst; Hirsch, Jochen; Wischnewski, Marco; Günther, Matthias; Archipovas, Saulius; Tom Kodamullil, Alpha; Gemünd, Andre; Fluck, Juliane; Steinborn, Carina; Ebeling, Christian; Domingo Fernández, Daniel; Hermanowski, Helena; Fröhlich, Holger; Klein, Jürgen; Schultz, Bruce; Jacobs, Marc; Hofmann-Apitius, Martin; Knieps, Meike; Krapp, Michael; Wendland, Philipp Johannes; Wegner, Philipp; Golriz Khatami, Sepehr; Springstubbe, Stephan; Linden, Thomas; Lentzen, Manuel; Fröhlich, Holger
[Journal Article]


How applicable are attribute-based approaches for human-centered ranking creation?
Barth, Clara-Maria; Schmid, Jenny; Ibrahim, Al-Hazwani; Sachdeva, Madhav; Cibulski, Lena; Bernard, Jürgen
[Journal Article]


SyPer: Synthetic periocular data for quantized light-weight recognition in the NIR and visible domains
Kolf, Jan Niklas; Elliesen, Jurek; Boutros, Fadi; Proença, Hugo; Damer, Naser
[Journal Article]


BatNet: a deep learning-based tool for automated bat species identification from camera trap images
Krivek, Gabriella; Gillert, Alexander; Harder, Martin; Fritze, Marcus; Frankowski, Karina; Timm, Luisa; Meyer‐Olbersleben, Liska; Lukas, Uwe Freiherr von; Kerth, Gerald; Schaik, Jaap van
[Journal Article]


Synthetic data for face recognition: Current state and future prospects
Boutros, Fadi; Struc, Vitomir; Fierrez, Julian; Damer, Naser
[Journal Article]


Learning Needle Placement in Soft Tissue With Robot-assisted Navigation
Lautenschläger, Philipp; Rathmann, Nils; Rothfuss, Andreas; Kuhne, Markus; Stork, Simon; Noll, Matthias; Hetjens, Svetlana; Schoenberg, Stefan O.; Stallkamp, Jan; Diehl, Steffen
[Journal Article]


Multi-Printer Learning Framework for Efficient Optical Printer Characterization
Chen, Danwu; Urban, Philipp
[Journal Article]


As good as human experts in detecting plant roots in minirhizotron images but efficient and reproducible: the convolutional neural network "RootDetector"
Peters, Bo; Blume-Werry, Gesche; Gillert, Alexander; Schwieger, Sarah; Lukas, Uwe Freiherr von; Kreyling, Jürgen
[Journal Article]


Pixel-Level Face Image Quality Assessment for Explainable Face Recognition
Terhörst, Philipp; Huber, Marco; Damer, Naser; Kirchbuchner, Florian; Raja, Kiran; Kuijper, Arjan
[Journal Article]


E-Sports Player Performance Metrics for Predicting the Outcome of League of Legends Matches Considering Player Roles
Bahrololloomi, Farnod; Klonowski, Fabio; Sauer, Sebastian; Horst, Robin; Dörner, Ralf
[Journal Article]


Interactive Input and Visualization for Planning with Temporal Uncertainty
Höhn, Markus; Wunderlich, Marcel; Ballweg, Kathrin; Kohlhammer, Jörn; Landesberger, Tatiana Von
[Journal Article]


A Cross-polarization as a Possible Cause for Color Shift in Illumination
Abu Haila, Tarek; Tausch, Reimar; Fellner, Dieter; Santos, Pedro; Ritz, Martin
International Symposium on Electronic Imaging 2023
[Journal Article]


Association of Phantomless Dual-Energy CT-based Volumetric Bone Mineral Density with the Prevalence of Acute Insufficiency Fractures of the Spine
Gruenewald, Leon D.; Koch, Vitali; Yel, İbrahim; Eichler, Katrin; Gruber-Rouh, Tatjana; Alizadeh, Leona S.; Mahmoudi, Scherwin; D'Angelo, Tommaso; Wichmann, Julian L.; Wesarg, Stefan; Vogl, Thomas J.; Booz, Christian
[Journal Article]


A survey on computer vision based human analysis in the COVID-19 era
Eyi̇okur , Fevzi̇ye İrem; Kantarcı, Alperen; Erakın, Mustafa Ekrem; Damer, Naser; Ofli, Ferda; Imran, Muhammad; Križaj, Janez; Ali Salah, Albert; Waibel, Alexander; Štruc, Vitomir; Ekenel, Hazım Kemal
[Journal Article]


COMPO*SED: Composite Parallel Coordinates for Co-Dependent Multi-Attribute Choices
Cibulski, Lena; May, Thorsten; Johanna Schmidt; Kohlhammer, Jörn
[Journal Article]


Perceptually Optimizing Color Look-up Tables
Reinhard, Johann; Urban, Philipp
[Journal Article]


Digitale Beteiligung in der städtischen Mobilitätsplanung
Lortz, Marie; Stahl, Jana; Ritter, Luisa; Iovine, Ivan; Abb, Benjamin; Klien, Eva; Linke, Hans-Joachim; Knodt, Michèle
[Journal Article]


A Data-Driven Platform for the Coordination of Independent Visual Analytics Tools
Nonnemann, L.; Hogräfer, M.; Röhlig, M.; Schumann, H.; Urban, Bodo; Schulz, H.J.
[Journal Article]


Exploring Bias in Sclera Segmentation Models: A Group Evaluation Approach
Vitek, Matej; Das, Abhijit; Lucio, Diego Rafael; Zanlorensi , Luiz Antonio; Menotti, David; Shahpar, Mohsen Akbari; Khiarak, Jalil Nourmohammadi; Asgari-Chenaghlu, Meysam; Jaryani, Farhang; Valenzuela, Andres; Tapia, Juan E.; Wang, Caiyong; Raja, Kiran; Wang, Yunlong; Kumar, S.V. Aruna; Boutros, Fadi; Damer, Naser; He, Zhaofeng; Kuijper, Arjan; Grebe, Jonas Henry; Harish, B. S.; Pal, Umapada; Peer, Peter; Zampoukis, Georgios; Tsochatzidis, Lazaros; Pratikakis, Ioannis; Gupta, Gourav; Struc, Vitomir; Sun, Zhenan
[Journal Article]


Fast harmonic tetrahedral mesh optimization
Ströter, D.; Mueller-Roemer, Johannes Sebastian; Weber, Daniel; Fellner, Dieter
[Journal Article]


Beyond Masks: On the Generalization of Masked Face Recognition Models to Occluded Face Recognition
Neto, Pedro C.; Pinto, Joao Ribeiro; Boutros, Fadi; Damer, Naser; Sequeira, Ana F.; Cardoso, Jaime S.
[Journal Article]


Sensorische Stresserfassung am Arbeitsplatz
Kraft, Dimitri; Bieber, Gerald
[Journal Article]


A Survey of 6D Object Detection Based on 3D Models for Industrial Applications
Gorschlüter, Felix; Rojtberg, Pavel; Pöllabauer, Thomas Jürgen
[Journal Article]


High-performance Adaptive Texture Streaming and Rendering of Large 3D Cities
Zhang, Alex; Chen, Kan; Johan, Henry; Erdt, Marius
[Journal Article]


Addressing the clinical unmet needs in primary Sjögren's Syndrome through the sharing, harmonization and federated analysis of 21 European cohorts
Pezoulas, V.C.; Goules, A.; Kalatzis, F.; Chatzis, L.; Kourou, K.D.; Venetsanopoulou, A.; Exarchos, T.P.; Gandolfo, S.; Votis, K.; Zampeli, E.; Burmeister, J.; May, T.; Pérez, M.M.; Lishchuk, I.; Chondrogiannis, T.; Andronikou, V.; Varvarigou, T.; Filipovic, N.; Tsiknakis, M.; Baldini, C.; Bombardieri, M.; Bootsma, H.; Bowman, S.J.; Shahnawaz Soyfoo, M.; Parisis, D.; Delporte, C.; Devauchelle-Pensec, V.; Pers, J.-O.; Dörner, T.; Bartoloni, E.; Gerli, R.; Giacomelli, R.; Jonsson, R.; Ng, W.-F.; Priori, R.; Ramos-Casals, M.; Sivils, K.; Skopouli, F.; Torsten, W.; Roon, J.A.G. van; Xavier, M.; Vita, S. de; Tzioufas, A.G.; Fotiadis, D.I.
[Journal Article]


Diagnostic Accuracy of Quantitative Dual-energy CT-based Volumetric Bone Mineral Density Assessment for the Prediction of Osteoporosis-associated Fractures
Gruenewald, Leon D.; Koch, Vitali; Martin, Simon S.; Yel, Ibrahim; Eichler, Katrin; Gruber-Rouh, Tatjana; Lenga, Lukas; Wichmann, Julian L.; Alizadeh, Leona S.; Albrecht, Moritz H.; Mader, Christoph; Huizinga, Nicole A.; D'Angelo, Tommaso; Mazziotti, Silvio; Wesarg, Stefan; Vogl, Thomas J.; Booz, Christian
[Journal Article]


ROBBE - Robot-aided processing of assemblies during the dismantling of nuclear power plants
Santos, Pedro; Recknagel, Jörg; Knuth, Martin; Steinbacher, Klaus; Ritz, Martin; Wassmann, Burkhard; Fellner, Dieter
[Journal Article]


Template-Driven Knowledge Distillation for Compact and Accurate Periocular Biometrics Deep-Learning Models
Boutros, Fadi; Damer, Naser; Raja, Kiran; Kirchbuchner, Florian; Kuijper, Arjan
[Journal Article]


Lightweight Long Short-Term Memory Variational Auto-Encoder for Multivariate Time Series Anomaly Detection in Industrial Control Systems
Fährmann, Daniel; Damer, Naser; Kirchbuchner, Florian; Kuijper, Arjan
[Journal Article]


36P A point mutation replacing cysteine with arginine at position 382 (C382R) in the transmembrane domain of FGFR2 leads to response to FGF2-inhibitor pemigatinib in chemo-refractory intrahepatic cholangiocarcinoma
Hempel, L.C.; Lapa, C.; Gaumann, A.; Veloso de Oliveira, J.; Scheiber, J.; Philipp, Patrick; Oyarzun Laura, Cristina; Wesarg, Stefan; Robert, S.; Hempel, D.
Targeted Anticancer Therapies Congress (TAT) 2022
[Journal Article]