activity
20192024
most citedPYRO-NN: Python Reconstruction Operators in Neural Networks

69 citations · 150 across the 10 of their papers we have counts for

collaborators

10 papers

eess.IV2024★ 5 cited

A Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography

Stefan Ploner, Jungeun Won, Julia Schottenhamml +5

Optical coherence tomography (OCT) is a non-invasive, micrometer-scale imaging modality that has become a clinical standard in ophthalmology. By raster-scanning the retina, sequent…

eess.IV2023

Unsupervised detection of small hyperreflective features in ultrahigh resolution optical coherence tomography

Marcel Reimann, Jungeun Won, Hiroyuki Takahashi +10

Recent advances in optical coherence tomography such as the development of high speed ultrahigh resolution scanners and corresponding signal processing techniques may reveal new po…

eess.IV2023★ 1 cited

Retinal blood flow speed quantification at the capillary level using temporal autocorrelation fitting OCTA

Yunchan Hwang, Jungeun Won, Antonio Yaghy +9

Optical coherence tomography angiography (OCTA) can visualize vasculature structures, but provides limited information about the blood flow speeds. Here, we present a second genera…

eess.IV2022

A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D Motion Correction in OCT

Stefan Ploner, Siyu Chen, Jungeun Won +5

Optical coherence tomography (OCT) is a micrometer-scale, volumetric imaging modality that has become a clinical standard in ophthalmology. OCT instruments image by raster-scanning…

eess.IV2022★ 20 cited

Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT

Fabian Wagner, Mareike Thies, Felix Denzinger +7

Low-dose computed tomography (CT) denoising algorithms aim to enable reduced patient dose in routine CT acquisitions while maintaining high image quality. Recently, deep learning~(…

eess.IV2022★ 30 cited

Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography

Fabian Wagner, Mareike Thies, Mingxuan Gu +9

Computed tomography is widely used as an imaging tool to visualize three-dimensional structures with expressive bone-soft tissue contrast. However, CT resolution and radiation dose…