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Obioma Pelka
Obioma Pelka
University of Applied Sciences and Arts Dortmund; University of Duisburg-Essen
Adresse e-mail validée de fh-dortmund.de - Page d'accueil
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Evaluation of combined artificial intelligence and radiologist assessment to interpret screening mammograms
T Schaffter, DSM Buist, CI Lee, Y Nikulin, D Ribli, Y Guan, W Lotter, Z Jie, ...
JAMA network open 3 (3), e200265-e200265, 2020
3132020
Radiology objects in context (roco): a multimodal image dataset
O Pelka, S Koitka, J Rückert, F Nensa, CM Friedrich
Intravascular Imaging and Computer Assisted Stenting and Large-Scale …, 2018
1692018
ImageCLEF 2019: Multimedia retrieval in medicine, lifelogging, security and nature
B Ionescu, H Müller, R Péteri, YD Cid, V Liauchuk, V Kovalev, D Klimuk, ...
Experimental IR Meets Multilinguality, Multimodality, and Interaction: 10th …, 2019
902019
Overview of the ImageCLEFmed 2019 concept detection task
O Pelka, CM Friedrich, A García Seco de Herrera, H Müller
Proceedings of CLEF (Conference and Labs of the Evaluation Forum) 2019 …, 2019
57*2019
Overview of the ImageCLEF 2021: Multimedia retrieval in medical, nature, internet and social media applications
B Ionescu, H Müller, R Péteri, AB Abacha, M Sarrouti, ...
Experimental IR Meets Multilinguality, Multimodality, and Interaction: 12th …, 2021
482021
FHDO Biomedical Computer Science Group at Medical Classification Task of ImageCLEF 2015.
O Pelka, CM Friedrich
CLEF (Working Notes), 2015
352015
Annotation of enhanced radiographs for medical image retrieval with deep convolutional neural networks
O Pelka, F Nensa, CM Friedrich
PloS one 13 (11), e0206229, 2018
342018
Overview of the ImageCLEF 2020: Multimedia retrieval in medical, lifelogging, nature, and internet applications
B Ionescu, H Müller, R Péteri, AB Abacha, V Datla, SA Hasan, ...
Experimental IR Meets Multilinguality, Multimodality, and Interaction: 11th …, 2020
302020
Overview of the ImageCLEFmed 2021 concept & caption prediction task
O Pelka, AB Abacha, A Garcia Seco De Herrera, J Jacutprakart, ...
CEUR Workshop Proceedings 2936, 1101-1112, 2021
282021
l Halvorsen
B Ionescu, H Müller, R Péteri, AB Abacha, V Datla, SA Hasan, ...
P., Tran, MT, Lux, M., Gurrin, C., Dang-Nguyen, DT, Chamberlain, J., Clark …, 2020
232020
Combination of Image and Location Information for Snake Species Identification using Object Detection and EfficientNets.
L Bloch, A Boketta, C Keibel, E Mense, A Michailutschenko, O Pelka, ...
CLEF (Working Notes), 2020
222020
Evaluation of combined artificial intelligence and radiologist assessment to interpret screening mammograms. JAMA Netw Open. 2020; 3 (3): e200265
T Schaffter, DSM Buist, CI Lee, Y Nikulin, D Ribli, Y Guan, W Lotter, Z Jie, ...
202020
Sociodemographic data and APOE-ε4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systems
O Pelka, CM Friedrich, F Nensa, C Mönninghoff, L Bloch, KH Jöckel, ...
Plos one 15 (9), e0236868, 2020
152020
Modality prediction of biomedical literature images using multimodal feature representation Klassifikation von Bildern der biomedizinischen Literatur unter Anwendung …
O Pelka, CM Friedrich
GMS Medizinische Informatik, Biometrie und Epidemiologie 12 (2), 2016
142016
Adopting Semantic Information of Grayscale Radiographs for Image Classification and Retrieval
P Obioma, N Felix, CM Friedrich
Special Session on Knowledge Acquisition and Learning in Semantic …, 2018
13*2018
Branding-fusion of meta data and musculoskeletal radiographs for multi-modal diagnostic recognition
O Pelka, F Nensa, CM Friedrich
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
112019
Keyword Generation for Biomedical Image Retrieval with Recurrent Neural Networks.
O Pelka, CM Friedrich
CLEF (Working Notes), 2017
102017
Imageclef 2019: Multimedia retrieval in lifelogging, medical, nature, and security applications
B Ionescu, H Müller, R Péteri, DT Dang-Nguyen, L Piras, M Riegler, ...
Advances in Information Retrieval: 41st European Conference on IR Research …, 2019
92019
Variations on branding with text occurrence for optimized body parts classification
O Pelka, F Nensa, CM Friedrich
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
82019
The 2021 ImageCLEF Benchmark: Multimedia retrieval in medical, nature, internet and social media applications
B Ionescu, H Müller, R Péteri, AB Abacha, D Demner-Fushman, ...
Advances in Information Retrieval: 43rd European Conference on IR Research …, 2021
72021
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