Research Presentation Sessions: Artificial Intelligence & Machine Learning & Imaging Informatics

RPS 905 - New approaches for sustainability and image optimisation

Lectures

1
Turn it off! Saving energy in radiology departments by implementing live dashboards showing idle imaging modalities, PCs and PACS workstations not powered down during off-hours

Turn it off! Saving energy in radiology departments by implementing live dashboards showing idle imaging modalities, PCs and PACS workstations not powered down during off-hours

07:00Manfred Tobias Meyer, Basel / CH

2
Reduction of Gadolinium-based contrast agents in magnetic resonance imaging: evaluation of a convolutional neural network in different multiparametric settings

Reduction of Gadolinium-based contrast agents in magnetic resonance imaging: evaluation of a convolutional neural network in different multiparametric settings

07:00Robert Haase, Bonn / DE

3
Diffusion probabilistic models to reduce the need for contrast agents in breast MRI

Diffusion probabilistic models to reduce the need for contrast agents in breast MRI

07:00Teresa Nolte, Aachen / DE

4
Using machine learning to help reduce the need for contrast agents in breast MRI through image synthesis

Using machine learning to help reduce the need for contrast agents in breast MRI through image synthesis

07:00Gustav Müller-Franzes, Aachen / DE

5
Faster MRI acquisition: the relationship between visual and diagnostic quality in prostate MRI reconstruction

Faster MRI acquisition: the relationship between visual and diagnostic quality in prostate MRI reconstruction

07:00Quintin Yves van Lohuizen, Groningen / NL

6
Effect of deep learning based denoising method on low count/reduced time protocol in low dose 18F-FDG scans with digital PET/CT

Effect of deep learning based denoising method on low count/reduced time protocol in low dose 18F-FDG scans with digital PET/CT

07:00Shashank Shekhar Singh, Lucknow / IN

7
Identification of repeat rates in pulmonary embolism exams: comparison of manual and automatic analyses

Identification of repeat rates in pulmonary embolism exams: comparison of manual and automatic analyses

07:00Cécile RLPN Jeukens, Maastricht / NL

8
Deep learning-based image denoising in imaging of kidney stones: an assessment of image quality and comparison to state-of-the-art image reconstructions

Deep learning-based image denoising in imaging of kidney stones: an assessment of image quality and comparison to state-of-the-art image reconstructions

07:00Robert Angelo Terzis, Cologne / DE

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