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Published By Springer Fachmedien Wiesbaden

9783658331979, 9783658331986
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Fine-tuning Generative Adversarial Networks using Metaheuristics

2021 ◽  
pp. 205-210
Author(s):  
Luis A. Souza ◽  
Leandro A. Passos ◽  
Robert Mendel ◽  
Alanna Ebigbo ◽  
Andreas Probst ◽  
...  
Keyword(s):  
Fine Tuning ◽  
Generative Adversarial Networks ◽  
Adversarial Networks

Deep Learning-based Spine Centerline Extraction in Fetal Ultrasound

2021 ◽  
pp. 263-268
Author(s):  
Astrid Franz ◽  
Alexander Schmidt-Richberg ◽  
Eliza Orasanu ◽  
Cristian Lorenz
Keyword(s):  
Deep Learning ◽  
Fetal Ultrasound ◽  
Centerline Extraction

Localization of the Locus Coeruleus in MRI via Coordinate Regression

2021 ◽  
pp. 10-15
Author(s):  
Max Dünnwald ◽  
Matthew J. Betts ◽  
Emrah Düzel ◽  
Steffen Oeltze-Jafra
Keyword(s):  
Locus Coeruleus

scholarly journals Influence of Inter-Annotator Variability on Automatic Mitotic Figure Assessment

2021 ◽  
pp. 241-246
Author(s):  
Frauke Wilm ◽  
Christof A. Bertram ◽  
Christian Marzahl ◽  
Alexander Bartel ◽  
Taryn A. Donovan ◽  
...  
Keyword(s):  
Mitotic Figure

scholarly journals Abstract: Automatic Dementia Screening and Scoring by Applying Deep Learning on Clock-drawing Tests

2021 ◽  
pp. 289-289
Author(s):  
Shuqing Chen ◽  
Daniel Stromer ◽  
Harb Alnasser Alabdalrahim ◽  
Stefan Schwab ◽  
Markus Weih ◽  
...  
Keyword(s):  
Deep Learning ◽  
Clock Drawing ◽  
Dementia Screening

scholarly journals Abstract: Widening the Focus

2021 ◽  
pp. 253-253
Author(s):  
Frederic Madesta ◽  
Rüdiger Schmitz ◽  
Thomas Rösch ◽  
René Werner

scholarly journals Abstract: Contour-based Bone Axis Detection for X-ray-guided Surgery on the Knee

2021 ◽  
pp. 79-79
Author(s):  
Florian Kordon ◽  
Andreas Maier ◽  
Benedict Swartman ◽  
Maxim Privalov ◽  
Jan Siad El Barbari ◽  
...  
Keyword(s):  
X Ray ◽  
Guided Surgery

scholarly journals Abstract: Reduktion der Kalibrierungszeit für die Magnetpartikelbildgebung mittels Deep Learning

2021 ◽  
pp. 337-337
Author(s):  
Ivo M. Baltruschat ◽  
Patryk Szwargulski ◽  
Florian Griese ◽  
Mirco Grosser ◽  
Rene Werner ◽  
...  
Keyword(s):  
Deep Learning
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