Melanie Schellenberg

Orcid: 0000-0002-7911-5622

According to our database1, Melanie Schellenberg authored at least 12 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Photoacoustic Quantification of Tissue Oxygenation Using Conditional Invertible Neural Networks.
IEEE Trans. Medical Imaging, September, 2024

Learning Tissue Geometries for Photoacoustic Image Analysis
PhD thesis, 2024

2023
CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection.
Medical Image Anal., October, 2023

Efficient Photoacoustic Image Synthesis with Deep Learning.
Sensors, August, 2023

Self-distillation for Surgical Action Recognition.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Unsupervised Domain Transfer with Conditional Invertible Neural Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Abstract: Tattoo-Tomographie - Freihand-3D-Photoakustik und multimodale Bildfusion.
Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

2021
Semantic segmentation of multispectral photoacoustic images using deep learning.
CoRR, 2021

Data-driven generation of plausible tissue geometries for realistic photoacoustic image synthesis.
CoRR, 2021

Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern.
Int. J. Comput. Assist. Radiol. Surg., 2021

2020
Deep learning for biomedical photoacoustic imaging: A review.
CoRR, 2020

Heidelberg Colorectal Data Set for Surgical Data Science in the Sensor Operating Room.
CoRR, 2020


  Loading...