The quest for multifunctional and dedicated PET instrumentation with irregular geometries

A Sanaat, M Amini, H Arabi, H Zaidi - Annals of Nuclear Medicine, 2024 - Springer
We focus on reviewing state-of-the-art developments of dedicated PET scanners with
irregular geometries and the potential of different aspects of multifunctional PET imaging …

Position estimation using neural networks in semi-monolithic PET detectors

M Freire, J Barrio, N Cucarella… - Physics in Medicine …, 2022 - iopscience.iop.org
Objective. The goal of this work is to experimentally compare the 3D spatial and energy
resolution of a semi-monolithic detector suitable for total-body positron emission tomography …

Holistic evaluation of a machine learning-based timing calibration for PET detectors under varying data sparsity

S Naunheim, F Mueller, V Nadig, Y Kuhl… - Physics in Medicine …, 2024 - iopscience.iop.org
Objective. Modern PET scanners offer precise TOF information, improving the SNR of the
reconstructed images. Timing calibrations are performed to reduce the worsening effects of …

[PDF][PDF] A new brain dedicated PET scanner with 4D detector information

A Gonzalez-Montoro… - Bio-Algorithms and …, 2022 - archive.sciendo.com
In this article, we present the geometrical design and preliminary results of a high sensitivity
organspecific Positron Emission Tomography (PET) system dedicated to the study of the …

Analysis of a convex time skew calibration for light sharing-based PET detectors

S Naunheim, Y Kuhl, T Solf, D Schug… - Physics in Medicine …, 2023 - iopscience.iop.org
Objective. Positron emission tomography (PET) detectors providing attractive coincidence
time resolutions (CTRs) offer time-of-flight information, resulting in an improved signal-to …

A deep neural network for positioning and inter-crystal scatter identification in multiplexed PET detectors: a simulation study

FE Enríquez-Mier-y-Terán, L Zhou… - Physics in Medicine …, 2024 - iopscience.iop.org
Objective. High-resolution positron emission tomography (PET) relies on the accurate
positioning of annihilation photons impinging the crystal array. However, conventional …

Semi-monolithic meta-scintillator simulation proof-of-concept, combining accurate DOI and TOF

G Konstantinou, L Zhang, D Bonifacio… - … on Radiation and …, 2024 - ieeexplore.ieee.org
In this study, we propose and examine a unique semimonolithic metascintillator (SMMS)
detector design, where slow scintillators (BGO or LYSO) are split into thin slabs and read by …

Scalable, time-of-flight and depth-of-interaction detector units for high-resolution pet systems

V Nadig, S Gundacker, D Schug… - … on Radiation and …, 2023 - ieeexplore.ieee.org
Resolving the depth of interaction (DOI) of a-photon in the scintillator is necessary to correct
for parallax errors in organ-dedicated and large-scale time-of-flight positron emission …

Improving the timing resolution of positron emission tomography detectors using boosted learning—a residual physics approach

S Naunheim, Y Kuhl, D Schug… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Artificial intelligence (AI) is entering medical imaging, mainly enhancing image
reconstruction. Nevertheless, improvements throughout the entire processing, from signal …

Depth‐of‐interaction positron emission tomography detector with 45° tilted silicon photomultipliers using dual‐ended signal readout

M Seo, H Park, S Lee, GB Ko, JS Lee - Medical Physics, 2023 - Wiley Online Library
Background Small‐animal positron emission tomography (PET) systems are widely used in
molecular imaging research and drug development. There is also growing interest in organ …