Florian Kordon

Florian Kordon, M. Sc.

Researcher

Department of Computer Science
Chair of Computer Science 5 (Pattern Recognition)

Room 09.158
Martensstr. 3
91058 Erlangen
Germany

Phone number: +49 9131 85 27826
Fax number: +49 9131 85 27270
Email: florian.kordon@fau.de
Website: https://lme.tf.fau.de/person/kordon/

Office hours:

Each week We, Fr, 09:00 - 19:00, Room 09.158, FAU Erlangen-Nürnberg,

From 06/2022:
Research Fellow/Post-Doc, Pattern Recognition Lab, FAU Erlangen-Nürnberg
Since 05/2019:
Ph.D. candidate, Pattern Recognition Lab, FAU Erlangen-Nürnberg
09/2017 – 04/2019:
Master in Computer Science in Media, Hochschule Furtwangen
09/2016 – 07/2017:
Bachelor in Project Management and Information Technology (double degree), UAS BFI Vienna
03/2014 – 07/2017:
Bachelor in Computer Science in Media, Hochschule Furtwangen

2019

Deep-Learning basierte Segmentierung und Landmarkendetektion auf Röntgenbildern für unfallchirurgische Eingriffe

(Third Party Funds Single)

Term: since May 6, 2019
Funding source: Siemens AG

→More information

2022

Journal Articles

Martín Vicario C., Kordon FJ., Denzinger F., El Barbari JS., Privalov M., Franke J., Thomas S., Kausch L., Maier A., Kunze H.:
Automatic plane adjustment of orthopedic intraoperative flat panel detector CT-volumes
In: Journal of Medical Imaging 9 (2022), p. 1-19
ISSN: 2329-4310
DOI: 10.1117/1.JMI.9.3.034001
BibTeX: Download
Kordon FJ., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
Multi-Stage Platform for (Semi-)Automatic Planning in Reconstructive Orthopedic Surgery
In: Journal of Imaging 8 (2022), Article No.: 108
ISSN: 2313-433X
DOI: 10.3390/jimaging8040108
BibTeX: Download

Conference Contributions

Kordon FJ., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
Abstract: Automatic Path Planning for Safe Guide Pin Insertion in PCL Reconstruction Surgery
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_17
BibTeX: Download
Ravi A., Kordon FJ., Maier A.:
Automatic Switching of Organ Programs in Interventional X-ray Machines Using Deep Learning
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_20
BibTeX: Download
Arbogast N., Kordon FJ., Kunze H., Swartman B., El Barbari JS., Breininger K.:
Towards Weakly Supervised Segmentation of Orthopaedic X-ray Images Using Constrained-CNN Losses
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_30
BibTeX: Download
Sukesh R., Fieselmann A., Jaganathan S., Shetty K., Kaergel R., Kordon FJ., Kappler S., Maier A.:
Training Deep Learning Models for 2D Spine X-rays Using Synthetic Images and Annotations Created from 3D CT Volumes
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_13
BibTeX: Download
Kunze H., Kordon FJ., Maier A., Breininger K.:
Direct and indirect image rotation estimation methods of orthopedic x-ray images
SPIE Medical Imaging 2022 (San Diego, CA, February 20, 2022 - March 28, 2022)
In: Išgum I, Colliot O (ed.): Medical Imaging 2022: Image Processing 2022
DOI: 10.1117/12.2606045
BibTeX: Download
Martín Vicario C., Kordon FJ., Denzinger F., El Barbari JS., Privalov M., Franke J., Maier A., Kunze H.:
Normalization techniques for CNN based analysis of surgical cone beam CT volumes
SPIE Medical Imaging 2022 (San Diego, California, February 20, 2022 - March 28, 2022)
In: Išgum I, Colliot O (ed.): Medial Imaging 2022, Image Processing 2022
DOI: 10.1117/12.2606973
BibTeX: Download

2021

Journal Articles

Gottschalk T., Maier A., Kordon FJ., Kreher BW.:
View-Consistent Metal Segmentation in the Projection Domain for Metal Artifact Reduction in CBCT – An Investigation of Potential Improvement
In: Journal Machine Learning for Biomedical Imaging December 2021 issue (2021)
ISSN: 2766-905X
Open Access: https://www.melba-journal.org/pdf/2021:018.pdf
BibTeX: Download

Conference Contributions

Kordon FJ., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
Automatic Path Planning for Safe Guide Pin Insertion in PCL Reconstruction Surgery
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) (Straßburg, September 27, 2021 - October 1, 2021)
In: de Bruijne M, et al. (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, Cham: 2021
DOI: 10.1007/978-3-030-87202-1_54
URL: https://link.springer.com/chapter/10.1007/978-3-030-87202-1_54
BibTeX: Download
Kordon FJ., Maier A., Kunze H.:
Latent Shape Constraint for Anatomical Landmark Detection on Spine Radiographs
Bildverarbeitung für die Medizin 2021 (Virtual Conference, March 7, 2021 - March 9, 2021)
In: Palm C, Deserno TM, Handels H, Maier A, Maier-Hein K, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2021, Wiesbaden: 2021
DOI: 10.1007/978-3-658-33198-6_85
BibTeX: Download
Gottschalk T., Maier A., Kordon FJ., Kreher BW.:
Learning-based Patch-wise Metal Segmentation with Consistency Check
Bildverarbeitung für die Medizin 2021 (Virtual Conference, March 7, 2021 - March 9, 2021)
In: Palm C, Deserno TM, Handels H, Maier A, Maier-Hein K, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2021, Wiesbaden: 2021
DOI: 10.1007/978-3-658-33198-6_4
BibTeX: Download
Martín Vicario C., Kordon FJ., Denzinger F., Weiten M., Thomas S., Kausch L., Franke J., Keil H., Maier A., Kunze H.:
Automatic Plane Adjustment in Surgical Cone Beam CT-volumes
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_40
BibTeX: Download
Diehm J., Hermann R., Pertlwieser T., Cheng W., Fu W., Kordon FJ., Maier A.:
ScanRacer – Fast Track Annotation of Segmentation Masks in Volumetric Medical Images
HEALTHINF - 14th International Conference on Health Informatics (Online Streaming, February 11, 2021 - February 13, 2021)
BibTeX: Download
Sukesh R., Goshika SK., Narayanan SS., Bhombore VV., Fu W., Kordon FJ., Maier A.:
Velo-CT – A Collaborative 3D Racing Game as Incentive for Medical Image Annotation
HEALTHINF - 14th International Conference on Health Informatics (Online Streaming, February 11, 2021 - February 13, 2021)
BibTeX: Download

Miscellaneous

Thamm F., Denzinger F., Rist L., Martín Vicario C., Kordon FJ., Maier A.:
Segmentation of the Carotid Lumen and Vessel Wall using Deep Learning and Location Priors
(2021)
BibTeX: Download
(Conference report)

2020

Conference Contributions

Martín Vicario C., Kordon FJ., Denzinger F., Weiten M., Thomas S., Kausch L., Franke J., Keil H., Maier A., Kunze H.:
Automatic Plane Adjustment of Orthopedic Intraoperative Flat Panel Detector CT-Volumes
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) (Lima, October 4, 2020 - October 8, 2020)
In: Martel AL, Abolmaesumi P, Stoyanov D, Mateus D, Zuluaga MA, Zhou SK, Racoceanu D, Joskowicz L (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham: 2020
DOI: 10.1007/978-3-030-59713-9_47
BibTeX: Download
Kordon FJ., Maier A., Swartman B., Privalov M., El Barbari JS., Kunze H.:
Contour-Based Bone Axis Detection for X-Ray Guided Surgery on the Knee
International Conference on Medical Image Computing and Computer-Assisted Intervention (Lima, October 4, 2020 - October 8, 2020)
In: Martel AL, et al. (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, Cham: 2020
DOI: 10.1007/978-3-030-59725-2_65
BibTeX: Download
Kordon FJ., Maier A., Swartman B., Kunze H.:
Font Augmentation: Implant and Surgical Tool Simulation for X-Ray Image Processing
Bildverarbeitung für die Medizin 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Tolxdorff T., Deserno T., Handels H., Maier A., Maier-Hein K., Palm C. (ed.): Bildverarbeitung für die Medizin 2020, Wiesbaden: 2020
DOI: 10.1007/978-3-658-29267-6_36
BibTeX: Download
Kordon FJ., Fischer P., Privalov M., Swartman B., Schnetzke M., Franke J., Lasowski R., Maier A., Kunze H.:
Multi-Task Framework for X-Ray Guided Planning in Knee Surgery
Bildverarbeitung für die Medizin 2020 (Berlin, March 15, 2020 - March 17, 2020)
In: Tolxdorff T., Deserno T., Handels H., Maier A., Maier-Hein K., Palm C. (ed.): Bildverarbeitung für die Medizin 2020, Wiesbaden: 2020
DOI: 10.1007/978-3-658-29267-6_57
BibTeX: Download
Fan F., Qiu J., Wang J., Valianos S., Farooq MM., Fu W., Kordon FJ., Maier A.:
Odin’s Eye – A Close Look at Gamification of Labelling of Ophthalmic Diseases
Joint Conference of the GMDS & CEN-IBS 2020 (Online Streaming, September 6, 2020 - September 9, 2020)
BibTeX: Download

2019

Conference Contributions

Kordon FJ., Fischer P., Privalov M., Swartman B., Schnetzke M., Franke J., Lasowski R., Maier A., Kunze H.:
Multi-task Localization and Segmentation for X-Ray Guided Planning in Knee Surgery
22nd International Conference on Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 (Shenzhen, October 13, 2019 - October 17, 2019)
In: Shen D., Liu T., Peters T.M., Staib L.H., Essert C., Zhou S., Yap P.-T., Khan A. (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, Cham: 2019
DOI: 10.1007/978-3-030-32226-7_69
BibTeX: Download
Kordon FJ., Lasowski R., Swartman B., Franke J., Fischer P., Kunze H.:
Improved X-Ray Bone Segmentation by Normalization and Augmentation Strategies
Bildverarbeitung für die Medizin 2019 (Lübeck, March 17, 2019 - March 19, 2019)
In: Handels H., Deserno T.M., Maier A., Maier-Hein K.H., Palm C., Tolxdorff T. (ed.): Bildverarbeitung für die Medizin 2019, Wiesbaden: 2019
DOI: 10.1007/978-3-658-25326-4_24
BibTeX: Download

Keine passenden Datensätze gefunden.

Type	Title	Status
MA thesis	Fully Automated Classification of Anatomical Variants of the Coronary Arteries from Cardiac Computed Tomography Angiography	finished
MA thesis	Detection of In-plane Rotation of Extremities on X-ray Images	finished
MA thesis	Learning Multi-Catheter Reconstructions for Interstitial Breast Brachytherapy	finished
MA thesis	Abnormality detection on musculoskeletal radiographs	finished
MA thesis	Localization and Standard Plane Regression of Vertebral Bodies in Intra-Operative CBCT Volumes	finished
MA thesis	Automatic detection of standard planes in surgical FD-CT volumes	finished

Florian Kordon

Florian Kordon, M. Sc.

Office hours:

Academic CV

Projects

2019

Deep-Learning basierte Segmentierung und Landmarkendetektion auf Röntgenbildern für unfallchirurgische Eingriffe

Publications

2022

Journal Articles

Conference Contributions

2021

Journal Articles

Conference Contributions

Miscellaneous

2020

Conference Contributions

2019

Conference Contributions

Lectures

Student Thesis