Janek Gröhl

Orcid: 0000-0002-5332-4856

According to our database1, Janek Gröhl authored at least 28 papers between 2016 and 2024.

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

Timeline

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2024
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Moving Beyond Simulation: Data-Driven Quantitative Photoacoustic Imaging Using Tissue-Mimicking Phantoms.
IEEE Trans. Medical Imaging, March, 2024

PATATO: a Python photoacoustic tomography analysis toolkit.
J. Open Source Softw., January, 2024

Parameter choices in HaarPSI for IQA with medical images.
CoRR, 2024

A study on the adequacy of common IQA measures for medical images.
CoRR, 2024

A study of why we need to reassess full reference image quality assessment with medical images.
CoRR, 2024

Distribution-informed and wavelength-flexible data-driven photoacoustic oximetry.
CoRR, 2024

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
Data-driven Quantitative Photoacoustic Imaging
PhD thesis, 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

Invertible Neural Networks for Uncertainty Quantification in Photoacoustic Imaging.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020
Supplementary code and data for "Learned spectral decoloring enables photoacoustic oximetry".
Dataset, December, 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

2019
Estimation of blood oxygenation with learned spectral decoloring for quantitative photoacoustic imaging (LSD-qPAI).
CoRR, 2019

An open-source software platform for translational photoacoustic research and its application to motion-corrected blood oxygenation estimation.
CoRR, 2019

Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks.
Int. J. Comput. Assist. Radiol. Surg., 2019

Live Monitoring of Haemodynamic Changes with Multispectral Image Analysis.
Proceedings of the OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging, 2019

2018
In silico 2D photoacoustic imaging data.
Dataset, October, 2018

Signed Real-Time Delay Multiply and Sum Beamforming for Multispectral Photoacoustic Imaging.
J. Imaging, 2018

Confidence Estimation for Machine Learning-Based Quantitative Photoacoustics.
J. Imaging, 2018

Abstract: Rekonstruktion der initialen Druckverteilung photoakustischer Bilder mit limitiertem Blickwinkel durch maschinelle Lernverfahren.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

2017
Local context encoding enables machine learning-based quantitative photoacoustics.
CoRR, 2017

MITK-OpenIGTLink for combining open-source toolkits in real-time computer-assisted interventions.
Int. J. Comput. Assist. Radiol. Surg., 2017

Abstract: Quantitative Photoakustische Tomografie durch lokale Kontextkodierung.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016
Crowd-Algorithm Collaboration for Large-Scale Endoscopic Image Annotation with Confidence.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016


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