Antoine Merlet

Assistant Professor

Assistant Professor
Position(s):
Assistant Professor
Association(s):
Faculty Office
Office Hour(s):
Monday - Friday, 9 AM - 5 PM
Email Address:
antoine@cmkl.ac.th
biography
Education
research focus
Professional association
selected publications

Languages and tools

  • Python / C++ / MATLAB / Bash
  • TensorFlow / Pytorch / Keras / Caffe / MatConvNet
  • GATE / GitHub / Linux / Elastix / LaTeX
  • A. Merlet, B. Presles, K.-H. Su, J. Salvadori, F. Sayah, H. Jozi, A. Cochet, and J.-M. Vrigneaud. Validation of a Discovery MI 4-ring model according to the NEMA NU 2-2018 standards: from Monte Carlo simulations to clinical-like reconstructions. EJNMMI Physics, 2024. https://doi.org/10.1186/s40658-024-00616-4
  • J. Salvadori, A. Merlet, B. Presles, J. Cabello,  K.-H. Su, A. Cochet, A. Etxebeste, J.-M. Vrigneaud, D. Sarrut. PET digitization chain for Monte Carlo simulation in GATE. Phys Med Biol. 2024 Aug 2;69(16). https://doi.org/10.1088/1361-6560/ad638c . PMID: 39009009.
  • A. Merlet, B. Presles, A. Cochet, J.-M. Vrigneaud. Monte Carlo simulation of a last-generation PET scanner: preliminary results according to the NEMA NU2-2018 standard. EJNMMI , Vol 48, Suppl 1, S181. EANM 2021. https://doi.org/10.1007/s00259-021-05547-1
  • A. Merlet, J. Salvadori, A. Cochet, B. Presles, J.-M. Vrigneaud. Modeling the GE Discovery MI scanner in GATE: optimization of the digitizer. IEEE Medical Imaging Conference (MIC), 2021.
  • A. Merlet, B. Presles, K. H. Su, A. Cochet, J.-M. Vrigneaud. Development and validation of a Monte Carlo model for a SiPM-based PET scanner. EJNMMI, Vol 49, Suppl 1, S345. EANM 2022. https://doi.org/10.1007/s00259-022-05924-4
  • J. Salvadori, A. Merlet, B. Presles, A. Etxebeste, J.-M. Vrigneaud, D. Sarrut. PET digitization chain for Monte Carlo simulation in GATE. EJNMMI, Vol 50, Suppl 1, S690. EANM 2023. https://doi.org/10.1007/s00259-023-06451-6
  • H. Jozi, F. Sayah, A. Merlet, B. Presles, A. Cochet, and J.-M. Vrigneaud. Dynamic PET simulations of breast cancer patients using GATE. OpenGate Meeting 2022. https://indico.in2p3.fr/event/27057/contributions/110948/  
  • A. Merlet, R. Jolivot. Filter-less low cost multispectral imaging system. 2nd International Conference on Engineering Science and Innovative Technology, Thailand, 2016.
  • Image processing, Classification, Segmentation & Registration
  • Computer Aided Diagnosis
  • Medical Imaging: PET / CT / SPECT / MRI
  • Deep Learning and Machine Learning
  • 2019 - 2024: PhD in Computer Engineering, Automation and Signal Processing, SATT SAYENS-Université Bourgogne Europe, Dijon, France
  • 2017 - 2019: Master in Medical Imaging, Erasmus Mundus Joint Master Degree in Medical Imaging and Applications (MAIA),
  • Diploma from UdG, Spain, UB and UNICAS, Italy