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- 2026
- Simulation study of a low-cost slide-through PET scanner based on narrow flat panels with monolithic detectors (2026) FRONTIERS IN PHYSICS. 13.
- Extending the Walk-Through PET with Anatomical Imaging Capabilities: Performance and Applicability of CT-less and Custom-CT Approaches (2026) 41st BHPA Symposium Abstract Book.
- Walk-through PET for cost-effective, high-throughput, and high-resolution imaging (2026)
- 2025
- Motion study on upright patient positioning in walk-through PET : evaluation in a clinical setting (2025) EJNMMI PHYSICS. 12(1).
- Performance evaluation of a medium axial field-of-view sparse PET system based on flat panels of monolithic LYSO detectors : a simulation study (2025) EJNMMI PHYSICS. 12.
- Deep learning based sinogram inpainting of sparse-view (rectangular) CT data (2025) BART 2025 : Bern AI Radiotherapy Symposium, Abstracts.
- Deep learning for denoising and super- resolution in low-resolution micro-MRI for mouse imaging : achieving shorter scan times (2025) 20th European Molecular Imaging Meeting, Abstracts.
- Detector time offset calibration methods for a dual flat-panel PET system (2025) 2025 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD).
- Evaluating motion patterns for upright patient positioning in the walk-through PET : a clinical study (2025) Belnuc 2025 : 23rd Symposium of the Belgian Association of Nuclear Medicine, Abstracts.
- Limitations of current performance evaluation standards for dual flat-panel PET systems (2025) 2025 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD).
- Monte Carlo simulation of a low-cost total-body PET scanner design based on flat-panels with monolithic detectors (2025) Belnuc 2025 : 23rd Symposium of the Belgian Association of Nuclear Medicine, Abstracts.
- Object-based phantom training for deep learning denoising of micro-CT scans : a comparison with mouse image-based models (2025) 20th European Molecular Imaging Meeting, Abstracts.
- Spatial resolution of monolithic LYSO detectors for the walk-through PET (2025) 2025 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD).
- Two deep learning-based approaches to obtain attenuation maps in dual flat-panel PET (2025) 2025 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD).
- 2024
- Assessing the deep learning based image quality enhancements for the BGO based GE omni legend PET/CT (2024) EJNMMI PHYSICS. 11(1).
- Evaluation of lesion contrast in the walk-through long axial FOV PET scanner simulated with XCAT anthropomorphic phantoms (2024) EJNMMI PHYSICS. 11(1).
- Image denoising of low-dose PET mouse scans with deep learning : validation study for preclinical imaging applicability (2024) MOLECULAR IMAGING AND BIOLOGY. 26(1). p.101-113
- Quantitative analysis of patient motion in walk-through PET scanner and standard axial field of view pet scanner using infrared-based tracking (2024) EJNMMI PHYSICS. 11(1).
- Deep learning image denoising for a cost-effective WT-PET design with sparse detector coverage (2024) PSMR2024, 10th Conference on PET, SPECT and MR Multimodal Technologies, Total Body and Fast Timing in Medical Imaging, Proceedings.
- Feasibility study of a rectangular CT geometry for high throughput total-body PET-CT (2024) The 8th International Conference on Image Formation in X-Ray Computed Tomography Program and Proceedings. p.272-275
- Investigating the influence of TOF and DOI on spatial resolution in flat-panel and cylindrical total-body PET (2024) PSMR2024, 10th Conference on PET, SPECT and MR Multimodal Technologies, Total Body and Fast Timing in Medical Imaging, Proceedings.
- A micro-CT deep learning image denoising network trained on phantom objects (2024) BMIC meets Industry 2024, Abstracts.
- Deep learning reconstruction from histo-images for a flat panel total-body PET system (2024) Total-Body PET 2024, Abstracts.
- Design optimization and performance evaluation of a sparse Walk-Through PET (2024) Total Body PET 2024, Abstracts.
- Development of a cost-effective long-axial field-of view walk-through PET scanner : challenges and work in progress (2024) BMIC meets Industry 2024, Abstracts.
- Energy based scatter correction for the Walk-Through PET system (2024) PSMR2024 : 10th Conference on PET, SPECT, and MR Multimodal Technologies, Total Body and Fast Timing in Medical Imaging, Book of Abstracts. p.76-76
- Enhancing low-resolution micro-MRI in mouse imaging through deep learning-based denoising and super-resolution for reduced scan times (2024) BMIC meets Industry 2024, Abstracts.
- Exploring motion patterns of subjects on a mock-up walk-through total body PET using infrared localization (2024) Total Body PET 2024, Abstracts.
- Motion analysis of subjects standing in walk-through total body PET using infrared based localization (2024) PSMR2024 10th Conference on PET, SPECT, and MR Multimodal Technologies, Total Body and Fast Timing in Medical Imaging Book of Abstracts. p.62-63
- Performance characteristics of multi-mouse imaging on monolithic large flat-panel PET (2024) PSMR2024 10th Conference on PET, SPECT, and MR Multimodal Technologies, Total Body and Fast Timing in Medical Imaging, Book of abstracts. p.74-74
- The effect of depth-of-interaction and missing projection angles on spatial resolution and elongation effects in a dual-panel pet system (2024) Total-Body PET 2024, Abstracts.
- Walk-through flat-panel total-body PET : system design simulations, deep learning and prototype measurements (2024) EANM 2024 : the 37th Annual Congress of the European Association of Nuclear Medicine, Abstracts.
- Walk-through PET : patient-centered and cost-effective long axial field-of-view PET imaging system (2024) BMIC meets Industry 2024, Abstracts.
- Timing capabilities and image reconstruction for the walk-through PET : a large flat-panel PET system with monolithic detectors (2024)
- 2023
- A simulation study of the system characteristics for a long axial FOV PET design based on monolithic BGO flat panels compared with a pixelated LSO cylindrical design (2023) EJNMMI PHYSICS. 10(1).
- Dose reduction and image enhancement in micro‐CT using deep learning (2023) MEDICAL PHYSICS. 50(9). p.5643-5656
- Effect of detector geometry and surface finish on Cerenkov based time estimation in monolithic BGO detectors (2023) PHYSICS IN MEDICINE AND BIOLOGY. 68(2).
- The potential of a medium-cost long axial FOV PET system for nuclear medicine departments (2023) EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING. 50(3). p.652-660
- Walk-through flat panel total-body PET : a patient-centered design for high throughput imaging at lower cost using DOI-capable high-resolution monolithic detectors (2023) EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING. 50(12). p.3558-3571
- Image reconstruction and CT-less attenuation correction in a flat panel total-body PET system (2023) Proceedings of the 17th International Meeting on Fully 3D Image Reconstruction in Radiology and Nuclear Medicine.
- A simulation study on the feasibility of detecting Cerenkov light in monolithic BGO detectors (2023) PET Electronics & Technologies 2023 Workshop, Abstracts.
- Comparison between LYSO or BGO and full or sparse detector coverage for Walk-Through flat panel Total Body PET (2023) International Symposium on Artificial Intelligence and Informatics in Nuclear Medicine (AINM 2023), Abstracts.
- Deep learning based image enhancement for sub-1MBq/sub-1min 18F-FDG total body PET mouse imaging (2023) EMIM 2023, European Molecular Imaging Meeting, Abstracts.
- Deep learning limited angle artefact correction in the Walk-Through Total-Body PET system (2023) 2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and International Symposium on Room-Temperature Semiconductor Detectors (NSS MIC RTSD).
- Design and development of a cost-efficient Walk-Through PET scanner for high throughput and high-resolution imaging (2023) 2023 FEA Research Symposium, Abstracts.
- Parallax-free total-body PET using monolithic flat-panel detectors (2023) 2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and International Symposium on Room-Temperature Semiconductor Detectors (NSS MIC RTSD).
- The impact of single versus mixed noise level used in training images for AI-based denoising algorithms in micro-CT (2023) EMIM 2023, European Molecular Imaging Meeting, Abstracts.
- Walk-through flat-panel total body PET : system design and comparison of body motion with a standard PET-CT (2023) EANM’23 Abstract Book : congress Sep 9-13, 2023. In European Journal of Nuclear Medicine and Molecular Imaging 50(Suppl. 1). p.S259-S260
- 2022
- Simulation study on 3D convolutional neural networks for time-of-flight prediction in monolithic PET detectors using digitized waveforms (2022) PHYSICS IN MEDICINE AND BIOLOGY. 67(12).
- Deep learning for time estimation in monolithic PET detectors using digitized readouts (2022) 9th Conference on PET/MR and SPECT/MR & Total-Body PET Workshop, Proceedings.
- Convolutional networks for gamma time estimation from raw detector waveforms in monolithic PET detectors (2022) Fast Timing in Medical Imaging, Abstracts.
- Dose reduction and image enhancement in micro-CT using deep learning (2022) 2022 IEEE Nuclear Science Symposium, Medical Imaging Conference and Room Temperature Semiconductor Detector Conference, Abstracts.
- Dose reduction and image enhancement in micro-CT using deep learning (2022) 1st Joint BMIC-DyMIC Conference 2022, Abstracts.
- Dose reduction and image enhancement in preclinical mouse imaging using deep learning (2022) 20th National Day on Biomedical Engineering, Abstract Book.
- Dose reduction and image enhancement in preclinical TB-PET using deep learning (2022) PET is Wonderful : Annual Scientific Meeting 2022, Abstracts.
- Efficient patient throughput and detector usage in low cost efficient monolithic high resolution walk-through flat panel total body PET (2022) Total-Body PET 2022, Abstracts. p.28-29
- Rigid body motion analysis in walk-through total body PET scanner based on real-time motion tracking with cameras : comparative study between free-breathing and breath-hold (2022) Total-Body PET 2022, Abstracts.
- The effect of different surface finishes on Cerenkov and scintillation photon collection efficiency in pixelated and monolithic BGO and L(Y)SO detectors (2022) Total-Body PET 2022, Abstracts. p.121-122
- Walk-through flat panel total body PET : a novel scanner design for efficient patient throughput and detector usage (2022) 20th National Day on Biomedical Engineering, Abstracts.
- Walk-through total body PET : very efficient patient throughput and detector usage with low-cost monolithic high-resolution flat panel detectors (2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.
- 2021
- Artificial intelligence with deep learning in nuclear medicine and radiology (2021) EJNMMI PHYSICS. 8(1).
- Subpercent local strains due to the shapes of gold nanorods revealed by data-driven analysis (2021) ACS NANO. 15(7). p.12077-12085
- Convolutional networks lead to large improvements in time estimation for monolithic PET detectors (2021) 2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), Abstracts.
- 2020
- Convolutional networks lead to large improvements in time estimation for monolithic PET detectors (2020) 19th National Day on Biomedical Engineering, Abstracts.