Artificial Intelligence in Molecular Imaging

Posted On 2021-06-16 14:41:04


This series of articles in Annals of Translational Medicine explores the intersection of MI and AI and hints at the future impact of these rapidly changing technologies. Manuscripts include both original research and review articles that cover topics such as the use of generative adversarial networks (GANs) in medical imaging, molecular neuroimaging, the use of AI for response assessment, and prostate-specific membrane antigen (PSMA)-based therapy in prostate cancer, among others.

Editorial on Artificial Intelligence in Molecular Imaging
Artificial intelligence in molecular imaging: at the crossroads of revolutions in medical diagnosis
Steven P. Rowe

Original Article on Artificial Intelligence in Molecular Imaging
Decision-support for treatment with 177Lu-PSMA: machine learning predicts response with high accuracy based on PSMA-PET/CT and clinical parameters
Sobhan Moazemi, Annette Erle, Zain Khurshid, Susanne Lütje, Michael Muders, Markus Essler, Thomas Schultz, Ralph A. Bundschuh

SPECTnet: a deep learning neural network for SPECT image reconstruction
Wenyi Shao, Steven P. Rowe, Yong Du

Review Article on Artificial Intelligence in Molecular Imaging
Artificial intelligence in single photon emission computed tomography (SPECT) imaging: a narrative review
Wenyi Shao, Steven P. Rowe, Yong Du

Narrative review of generative adversarial networks in medical and molecular imaging
Kazuhiro Koshino, Rudolf A. Werner, Martin G. Pomper, Ralph A. Bundschuh, Fujio Toriumi, Takahiro Higuchi, Steven P. Rowe

Artificial intelligence for molecular neuroimaging
Amanda J. Boyle, Vincent C. Gaudet, Sandra E. Black, Neil Vasdev, Pedro Rosa-Neto, Katherine A. Zukotynski

Applications of artificial intelligence in oncologic 18F-FDG PET/CT imaging: a systematic review
Mohammad S. Sadaghiani, Steven P. Rowe, Sara Sheikhbahaei

Artificial intelligence in molecular imaging
Edward H. Herskovits

A review of the application of machine learning in molecular imaging
Lin Yin, Zhen Cao, Kun Wang, Jie Tian, Xing Yang, Jianhua Zhang

Disclosure:
The series “Artificial Intelligence in Molecular Imaging” was commissioned by the editorial office, Annals of Translational Medicine without any sponsorship or funding. Steven P. Rowe served as the unpaid Guest Editor for the series.