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Sven Koitka
ORCID
Publication Activity (10 Years)
Years Active: 2016-2022
Publications (10 Years): 14
Top Topics
Matrix Factorization
Neural Network
Metadata
Ovarian Cancer
Top Venues
CLEF (Working Notes)
CoRR
CLEF
R J.
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Publications
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Raphael Brüngel
,
Sven Koitka
,
Christoph M. Friedrich
Unconditionally Generated and Pseudo-Labeled Synthetic Images for Diabetic Foot Ulcer Segmentation Dataset Extension.
DFUC@MICCAI
(2022)
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) (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 (2020)
Sven Koitka
,
Lennard Kroll
,
Eugen Malamutmann
,
Arzu Oezcelik
,
Felix Nensa
Fully-automated Body Composition Analysis in Routine CT Imaging Using 3D Semantic Segmentation Convolutional Neural Networks.
CoRR
(2020)
Marcel Trotzek
,
Sven Koitka
,
Christoph M. Friedrich
Word Embeddings and Linguistic Metadata at the CLEF 2018 Tasks for Early Detection of Depression and Anorexia.
CLEF (Working Notes)
(2018)
Marcel Trotzek
,
Sven Koitka
,
Christoph M. Friedrich
Utilizing Neural Networks and Linguistic Metadata for Early Detection of Depression Indications in Text Sequences.
CoRR
(2018)
Obioma Pelka
,
Sven Koitka
,
Johannes Rückert
,
Felix Nensa
,
Christoph M. Friedrich
Radiology Objects in COntext (ROCO): A Multimodal Image Dataset.
CVII-STENT/LABELS@MICCAI
(2018)
Marcel Trotzek
,
Sven Koitka
,
Christoph M. Friedrich
Early Detection of Depression Based on Linguistic Metadata Augmented Classifiers Revisited - Best of the eRisk Lab Submission.
CLEF
(2017)
Sven Koitka
,
Christoph M. Friedrich
Optimized Convolutional Neural Network Ensembles for Medical Subfigure Classification.
CLEF
(2017)
Andreas Fritzler
,
Sven Koitka
,
Christoph M. Friedrich
Recognizing Bird Species in Audio Files Using Transfer Learning.
CLEF (Working Notes)
(2017)
Marcel Trotzek
,
Sven Koitka
,
Christoph M. Friedrich
Linguistic Metadata Augmented Classifiers at the CLEF 2017 Task for Early Detection of Depression.
CLEF (Working Notes)
(2017)
Andreas R. Ludwig
,
Helga Piorek
,
Andreas H. Kelch
,
David Rex
,
Sven Koitka
,
Christoph M. Friedrich
Improving Model Performance for Plant Image Classification With Filtered Noisy Images.
CLEF (Working Notes)
(2017)
Sven Koitka
,
Christoph M. Friedrich
Traditional Feature Engineering and Deep Learning Approaches at Medical Classification Task of ImageCLEF 2016.
CLEF (Working Notes)
(2016)
Sven Koitka
,
Christoph M. Friedrich
nmfgpu4R: GPU-Accelerated Computation of the Non-Negative Matrix Factorization (NMF) Using CUDA Capable Hardware.
R J.
8 (2) (2016)