- Henning Schäfer, Ahmad Idrissi-Yaghir, Wolfgang Galetzka, Marie Bexte, Christoph M. Friedrich:
WisPerMed Text at TREC Clinical Trials Track 2021. TREC 2021 - Louise Bloch, Raphael Brüngel, Christoph M. Friedrich:
Boosting EfficientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers. CoRR abs/2112.00065 (2021) - 2020
- Christophe Buet, Bruno Després, Guillaume Morel:
Trefftz discontinuous Galerkin basis functions for a class of Friedrichs systems coming from linear transport. Adv. Comput. Math. 46(3): 41 (2020) - Sven Koitka
, Moon S. Kim, Ming Qu, Asja Fischer
, Christoph M. Friedrich
, Felix Nensa:
Mimicking the radiologists' workflow: Estimating pediatric hand bone age with stacked deep neural networks. Medical Image Anal. 64: 101743 (2020) - Friedrich Niemann
, Christopher Reining
, Fernando Moya Rueda
, Nilah Ravi Nair, Janine Anika Steffens, Gernot A. Fink
, Michael ten Hompel
:
LARa: Creating a Dataset for Human Activity Recognition in Logistics Using Semantic Attributes. Sensors 20(15): 4083 (2020) - Marcel Trotzek
, Sven Koitka
, Christoph M. Friedrich
:
Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences. IEEE Trans. Knowl. Data Eng. 32(3): 588-601 (2020) - Marina Arendt, Johannes Rückert, Raphael Brüngel, Christopher Brumann, Christoph M. Friedrich:
The Effects of Colour Enhancement and IoU Optimisation on Object Detection and Segmentation of Coral Reef Structures. CLEF (Working Notes) 2020 - Louise Bloch, Adrian Boketta, Christopher Keibel, Eric Mense, Alex Michailutschenko, Obioma Pelka, Johannes Rückert, Leon Willemeit, Christoph M. Friedrich:
Combination of Image and Location Information for Snake Species Identification using Object Detection and EfficientNets. CLEF (Working Notes) 2020 - Bogdan Ionescu, Henning Müller
, Renaud Péteri, Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Dina Demner-Fushman, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Vassili Kovalev
, Obioma Pelka, Christoph M. Friedrich
, Alba García Seco de Herrera
, Van-Tu Ninh, Tu-Khiem Le, Liting Zhou
, Luca Piras, Michael Riegler, Pål Halvorsen, Minh-Triet Tran
, Mathias Lux, Cathal Gurrin
, Duc-Tien Dang-Nguyen, Jon Chamberlain, Adrian F. Clark, Antonio Campello, Dimitri Fichou, Raul Berari, Paul Brie, Mihai Dogariu, Liviu-Daniel Stefan
, Mihai Gabriel Constantin
:
Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications. CLEF 2020: 311-341 - Obioma Pelka, Christoph M. Friedrich, Alba García Seco de Herrera, Henning Müller:
Overview of the ImageCLEFmed 2020 Concept Prediction Task: Medical Image Understanding. CLEF (Working Notes) 2020 - Henning Schäfer, Christoph M. Friedrich:
Multilingual ICD-10 Code Assignment with Transformer Architectures using MIMIC-III Discharge Summaries. CLEF (Working Notes) 2020 - Raphael Brüngel
, Johannes Rückert, Christoph M. Friedrich
:
Project-Based Learning in a Machine Learning Course with Differentiated Industrial Projects for Various Computer Science Master Programs. CSEE&T 2020: 1-5 - Bogdan Ionescu, Henning Müller
, Renaud Péteri, Duc-Tien Dang-Nguyen, Liting Zhou
, Luca Piras, Michael Riegler, Pål Halvorsen, Minh-Triet Tran
, Mathias Lux, Cathal Gurrin
, Jon Chamberlain, Adrian F. Clark, Antonio Campello, Alba Garcia Seco de Herrera
, Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Joey Liu, Dina Demner-Fushman, Obioma Pelka, Christoph M. Friedrich
, Yashin Dicente Cid, Serge Kozlovski, Vitali Liauchuk, Vassili Kovalev
, Raul Berari, Paul Brie, Dimitri Fichou, Mihai Dogariu, Liviu-Daniel Stefan
, Mihai Gabriel Constantin
:
ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications. ECIR (2) 2020: 533-541 - Louise Bloch
, Christoph M. Friedrich
:
Using Bayesian Optimization to Effectively Tune Random Forest and XGBoost Hyperparameters for Early Alzheimer's Disease Diagnosis. MobiHealth 2020: 285-299 - Christopher Reining
, Fernando Moya Rueda
, Friedrich Niemann
, Gernot A. Fink, Michael ten Hompel:
Annotation Performance for multi-channel time series HAR Dataset in Logistics. PerCom Workshops 2020: 1-6 - Michael Buchholz, Jan Strohbeck, Anna-Maria Adaktylos, Friedrich Vogl, Gottfried Allmer, Sergio Cabrero Barros, Yassine Lassoued, Markus Wimmer, Birger Hätty, Guillemette Massot, Christophe Ponchel, Maxime Bretin, Vasilis Sourlas, Angelos Amditis:
Enabling automated driving by ICT infrastructure: A reference architecture. CoRR abs/2003.05229 (2020) - Markus Friedrich, Christoph Roch, Sebastian Feld, Carsten Hahn, Pierre-Alain Fayolle:
A Flexible Pipeline for the Optimization of CSG Trees. CoRR abs/2008.03674 (2020) - Moi Hoon Yap, Ryo Hachiuma, Azadeh Alavi, Raphael Brüngel, Manu Goyal, Hongtao Zhu, Bill Cassidy, Johannes Rückert, Moshe Olshansky, Xiao Huang, Hideo Saito, Saeed Hassanpour, Christoph M. Friedrich, David B. Ascher, Anping Song, Hiroki Kajita, David Gillespie, Neil D. Reeves, Joseph Pappachan, Claire O'Shea, Eibe Frank:
Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation. CoRR abs/2010.03341 (2020) - 2019
- Christopher Reining
, Friedrich Niemann
, Fernando Moya Rueda
, Gernot A. Fink
, Michael ten Hompel
:
Human Activity Recognition for Production and Logistics - A Systematic Literature Review. Inf. 10(8): 245 (2019) - Bogdan Ionescu, Henning Müller
, Renaud Péteri, Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev
, Dzmitri Klimuk, Aleh Tarasau, Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Minh-Triet Tran
, Mathias Lux, Cathal Gurrin
, Obioma Pelka, Christoph M. Friedrich
, Alba Garcia Seco de Herrera
, Narciso García
, Ergina Kavallieratou
, Carlos Roberto del-Blanco
, Carlos Cuevas, Nikos Vasilopoulos, Konstantinos Karampidis, Jon Chamberlain, Adrian F. Clark, Antonio Campello:
ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature. CLEF 2019: 358-386 - Obioma Pelka, Christoph M. Friedrich, Alba García Seco de Herrera, Henning Müller:
Overview of the ImageCLEFmed 2019 Concept Detection Task. CLEF (Working Notes) 2019 - Bogdan Ionescu, Henning Müller
, Renaud Péteri, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Minh-Triet Tran
, Mathias Lux, Cathal Gurrin
, Yashin Dicente Cid, Vitali Liauchuk
, Vassili Kovalev
, Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Obioma Pelka, Christoph M. Friedrich
, Jon Chamberlain, Adrian F. Clark, Alba Garcia Seco de Herrera
, Narciso García
, Ergina Kavallieratou
, Carlos Roberto del-Blanco
, Carlos Cuevas, Nikos Vasilopoulos, Konstantinos Karampidis:
ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications. ECIR (2) 2019: 301-308 - Tim Ameler, Kai Blohme, Lilith Brandt, Raphael Brüngel
, Alice Hensel, Lisa Huber, Francis Kuper, Jessica Swoboda
, Maren Warnecke, Michaela Warzecha, Daniel Heß, Johannes Frömke, Annette Schmitz-Stolbrink, Christoph M. Friedrich
:
A Comparative Evaluation of SteamVR Tracking and the OptiTrack System for Medical Device Tracking. EMBC 2019: 1465-1470 - Louise Bloch
, Christoph M. Friedrich
:
Classification of Alzheimer's Disease using volumetric features of multiple MRI scans. EMBC 2019: 2396-2401 - Obioma Pelka, Felix Nensa, Christoph M. Friedrich
:
Variations on Branding with Text Occurrence for Optimized Body Parts Classification. EMBC 2019: 890-894 - Henning Schäfer, Christoph M. Friedrich
:
UMLS mapping and Word embeddings for ICD code assignment using the MIMIC-III intensive care database. EMBC 2019: 6089-6092 - Thomas Bläsius, Tobias Friedrich, Maximilian Katzmann, Ulrich Meyer, Manuel Penschuck, Christopher Weyand:
Efficiently Generating Geometric Inhomogeneous and Hyperbolic Random Graphs. ESA 2019: 21:1-21:14 - Obioma Pelka, Felix Nensa, Christoph M. Friedrich
:
Branding - Fusion of Meta Data and Musculoskeletal Radiographs for Multi-Modal Diagnostic Recognition. ICCV Workshops 2019: 467-475 - Friedrich Eisenbrand, Christoph Hunkenschröder, Kim-Manuel Klein, Martin Koutecký, Asaf Levin, Shmuel Onn:
An Algorithmic Theory of Integer Programming. CoRR abs/1904.01361 (2019) - Thomas Bläsius
, Tobias Friedrich, Maximilian Katzmann, Ulrich Meyer, Manuel Penschuck
, Christopher Weyand:
Efficiently Generating Geometric Inhomogeneous and Hyperbolic Random Graphs. CoRR abs/1905.06706 (2019)