Stefan B. Ploner

25 papers Journal 9Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Automated Segmentation and Biomarker Analysis in OCT Images using a Transformer-based Framework. Bildverarbeitung für die Medizin Lukas Mechs, Stefan B. Ploner, Yunchan Hwang, Muhammad U. Jamil, Nadia K. Waheed, James G. Fujimoto, Andreas Maier
2024	—	`conf`	3D Deep Learning-based Boundary Regression of an Age-related Retinal Biomarker in High Resolution OCT. Bildverarbeitung für die Medizin Wenke Karbole, Stefan B. Ploner, Jungeun Won, Anna Marmalidou, Hiroyuki Takahashi, Nadia K. Waheed, James G. Fujimoto, Andreas K. Maier
2024	J	`jnl`	A Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography. CoRR Stefan B. Ploner, Jungeun Won, Julia Schottenhamml, Jessica Girgis, Kenneth Lam, Nadia Waheed, James G. Fujimoto, Andreas K. Maier
2024	—	`conf`	Abstract: Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography. Bildverarbeitung für die Medizin Stefan B. Ploner, Jungeun Won, Julia Schottenhamml, Jessica Girgis, Kenneth Lam, Nadia Waheed, James G. Fujimoto, Andreas K. Maier
2023	—	`conf`	A Spatiotemporal Illumination Model for 3d Image Fusion in Optical Coherence Tomography. ISBI Stefan B. Ploner, Jungeun Won, Julia Schottenhamml, Jessica Girgis, Kenneth Lam, Nadia Waheed, James G. Fujimoto, Andreas Maier
2023	—	`conf`	Abstract: A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D Motion Correction in OCT. Bildverarbeitung für die Medizin Stefan B. Ploner, Siyu Chen, Jungeun Won, Lennart Husvogt, Katharina Breininger, Julia Schottenhamml, James G. Fujimoto, Andreas K. Maier
2023	—	`conf`	Abstract: Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT. Bildverarbeitung für die Medizin Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas K. Maier
2023	—	`conf`	Unsupervised detection of Small Hyperreflective Features in Ultrahigh Resolution Optical Coherence Tomography. Bildverarbeitung für die Medizin Marcel Reimann, Jungeun Won, Hiroyuki Takahashi, Antonio Yaghy, Yunchan Hwang, Stefan B. Ploner, Junhong Lin, Jessica Girgis, Kenneth Lam, Siyu Chen, Nadia K. Waheed, Andreas K. Maier, James G. Fujimoto
2023	J	`jnl`	Unsupervised detection of small hyperreflective features in ultrahigh resolution optical coherence tomography. CoRR Marcel Reimann, Jungeun Won, Hiroyuki Takahashi, Antonio Yaghy, Yunchan Hwang, Stefan B. Ploner, Junhong Lin, Jessica Girgis, Kenneth Lam, Siyu Chen, Nadia K. Waheed, Andreas K. Maier, James G. Fujimoto
2022	—	`conf`	A Spatiotemporal Model for Precise and Efficient Fully-Automatic 3D Motion Correction in OCT. MICCAI (2) Stefan B. Ploner, Siyu Chen, Jungeun Won, Lennart Husvogt, Katharina Breininger, Julia Schottenhamml, James G. Fujimoto, Andreas Maier
2022	J	`jnl`	A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D Motion Correction in OCT. CoRR Stefan B. Ploner, Siyu Chen, Jungeun Won, Lennart Husvogt, Katharina Breininger, Julia Schottenhamml, James G. Fujimoto, Andreas K. Maier
2022	J	`jnl`	Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT. CoRR Fabian Wagner, Mareike Thies, Felix Denzinger, Mingxuan Gu, Mayank Patwari, Stefan B. Ploner, Noah Maul, Laura Pfaff, Yixing Huang, Andreas K. Maier
2022	J	`jnl`	Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography. CoRR Fabian Wagner, Mareike Thies, Mingxuan Gu, Yixing Huang, Sabrina Pechmann, Mayank Patwari, Stefan B. Ploner, Oliver Aust, Stefan Uderhardt, Georg Schett, Silke H. Christiansen, Andreas K. Maier
2021	—	`conf`	Abstract: Maximum A-posteriori Signal Recovery for OCT Angiography Image Generation. Bildverarbeitung für die Medizin Lennart Husvogt, Stefan B. Ploner, Siyu Chen, Daniel Stromer, Julia Schottenhamml, A. Yasin Alibhai, Eric Moult, Nadia K. Waheed, James G. Fujimoto, Andreas Maier
2020	—	`conf`	Compressed Sensing for Optical Coherence Tomography Angiography Volume Generation. Bildverarbeitung für die Medizin Lennart Husvogt, Stefan B. Ploner, Daniel Stromer, Julia Schottenhamml, Eric Moult, James G. Fujimoto, Andreas K. Maier
2020	J	`jnl`	Efficient and high accuracy 3-D OCT angiography motion correction in pathology. CoRR Stefan B. Ploner, Martin F. Kraus, Eric M. Moult, Lennart Husvogt, Julia Schottenhamml, A. Yasin Alibhai, Nadia K. Waheed, Jay S. Duker, James G. Fujimoto, Andreas K. Maier
2020	J	`jnl`	Maximum a posteriori signal recovery for optical coherence tomography angiography image generation and denoising. CoRR Lennart Husvogt, Stefan B. Ploner, Siyu Chen, Daniel Stromer, Julia Schottenhamml, A. Yasin Alibhai, Eric Moult, Nadia K. Waheed, James G. Fujimoto, Andreas Maier
2020	—	`conf`	Modularization of Deep Networks Allows Cross-Modality Reuse. Bildverarbeitung für die Medizin Weilin Fu, Lennart Husvogt, Stefan B. Ploner, James G. Fujimoto, Andreas K. Maier
2020	—	`conf`	Open Source Simulation of Fixational Eye Drift Motion in OCT Scans. Bildverarbeitung für die Medizin Merlin A. Nau, Stefan B. Ploner, Eric M. Moult, James G. Fujimoto, Andreas K. Maier
2019	J	`jnl`	Lesson Learnt: Modularization of Deep Networks Allow Cross-Modality Reuse. CoRR Weilin Fu, Lennart Husvogt, Stefan B. Ploner, James G. Fujimoto, Andreas K. Maier
2019	J	`jnl`	PYRO-NN: Python Reconstruction Operators in Neural Networks. CoRR Christopher Syben, Markus Michen, Bernhard Stimpel, Stephan Seitz, Stefan B. Ploner, Andreas K. Maier
2019	—	`conf`	Respiratory Deformation Estimation in X-Ray-Guided IMRT Using a Bilinear Model. Bildverarbeitung für die Medizin Tobias Geimer, Stefan B. Ploner, Paul J. Keall, Christoph Bert, Andreas K. Maier
2018	—	`conf`	A Joint Probabilistic Model for Speckle Variance, Amplitude Decorrelation and Interframe Variance (IFV) Optical Coherence Tomography Angiography. Bildverarbeitung für die Medizin Stefan B. Ploner, Christian Riess, Julia Schottenhamml, Eric M. Moult, Nadia K. Waheed, James G. Fujimoto, Andreas K. Maier
2018	—	`conf`	Abstract: OCT-OCTA Segmentation - A Novel Framework and an Application to Segment Bruch's Membrane in the Presence of Drusen. Bildverarbeitung für die Medizin Julia Schottenhamml, Eric M. Moult, Eduardo A. Novais, Martin F. Kraus, Byungkun Lee, WooJhon Choi, Stefan B. Ploner, Lennart Husvogt, Chen D. Lu, Patrick Yiu, Philip J. Rosenfeld, Jay S. Duker, Andreas K. Maier, Nadia Waheed, James G. Fujimoto
2018	—	`ch.`	Optical Coherence Tomography. Medical Imaging Systems Lennart Husvogt, Stefan B. Ploner, Andreas K. Maier