Applications of artificial intelligence and deep learning in molecular imaging and radiotherapy

H Arabi, H Zaidi - European Journal of Hybrid Imaging, 2020 - Springer
radiation therapy such MR-based synthetic CT generation and organ segmentation. The “PET
image denoising” section is dedicated to PET image … both PET and SPECT imaging. The “…

[HTML][HTML] Artificial intelligence in molecular imaging

EH Herskovits - Annals of Translational Medicine, 2021 - ncbi.nlm.nih.gov
… many aspects of molecular imaging are … of PET-based molecular imaging: molecular-probe
design; time-of-flight (TOF) estimation and image reconstruction; image quantification; image

Radiomics and artificial intelligence in prostate cancer: new tools for molecular hybrid imaging and theragnostics

V Liberini, R Laudicella, M Balma, DG Nicolotti… - European radiology …, 2022 - Springer
… the current literature on AI and radiomics applied to molecular imaging of prostate cancer. …
/CT images to identify BCR, discerning necrotic tissue from radiation therapy and tumor tissue …

Application of artificial intelligence in nuclear medicine and molecular imaging: a review of current status and future perspectives for clinical translation

D Visvikis, P Lambin, K Beuschau Mauridsen… - … and molecular imaging, 2022 - Springer
Artificial intelligence (AI) will change the face of nuclear medicine and molecular imaging as
it will in everyday life. In this review, we focus on the potential applications of AI in the field, …

Artificial intelligence and radiomics in pediatric molecular imaging

MW Wagner, A Bilbily, M Beheshti, A Shammas, R Vali - Methods, 2021 - Elsevier
imaging, and can help decrease the radiation burden to these patients by decreasing the
amount of radiation required for diagnostic imaging … The augmented PET image showed in this …

[HTML][HTML] A review of the application of machine learning in molecular imaging

L Yin, Z Cao, K Wang, J Tian, X Yang… - Annals of Translational …, 2021 - ncbi.nlm.nih.gov
… Nuclear medical imaging mainly detects ionizing radiation emitted by radioactive … The series
Artificial Intelligence in Molecular Imaging” was commissioned by the editorial office without …

Artificial intelligence in radiotherapy

S Siddique, JCL Chow - … Oncology and Radiotherapy, 2020 - journals.viamedica.pl
… and radiotherapy. Then it explores the basic concepts of different AI algorithms and machine
learning … are being implemented in radiotherapy and diagnostic processes, such as medical …

[HTML][HTML] Artificial intelligence for molecular neuroimaging

AJ Boyle, VC Gaudet, SE Black, N Vasdev… - Annals of …, 2021 - ncbi.nlm.nih.gov
intelligence, has been increasingly applied to problems in medical imaging, and in particular
to molecular imaging … for resection followed by radiotherapy and chemotherapy to target …

Artificial intelligence in radiation therapy

Y Fu, H Zhang, ED Morris… - … on radiation and …, 2021 - ieeexplore.ieee.org
… [154] explored synthesis of PET image from paired PET/CT data for lung cancer patients
and propose three different methods exploiting varied input representations. All three methods …

… advanced cardiovascular and molecular imaging for early detection and monitoring of cancer therapy-associated cardiotoxicity and the role of artificial intelligence …

JM Kwan, EK Oikonomou, ML Henry… - Frontiers in …, 2022 - frontiersin.org
… Barriers to Advancing Molecular Imaging For the molecular imaging tracers that are already
clinically used, barriers to use include radiation exposure, so deciding who should get the …