Synthetic PET from CT improves diagnosis and prognosis for lung cancer: Proof of concept.

Turing test generative AI generative adversarial network image synthesis lung cancer prognostic marker radiogenomics radiomics screening synthetic PET

Journal

Cell reports. Medicine
ISSN: 2666-3791
Titre abrégé: Cell Rep Med
Pays: United States
ID NLM: 101766894

Informations de publication

Date de publication:
04 Mar 2024
Historique:
received: 01 02 2023
revised: 07 09 2023
accepted: 15 02 2024
medline: 13 3 2024
pubmed: 13 3 2024
entrez: 12 3 2024
Statut: aheadofprint

Résumé

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Identifiants

pubmed: 38471502
pii: S2666-3791(24)00107-1
doi: 10.1016/j.xcrm.2024.101463
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

101463

Informations de copyright

Copyright © 2024 The Author(s). Published by Elsevier Inc. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of interests T.C. reports speaker fees and honoraria from The Society for Immunotherapy of Cancer, Bristol Myers Squibb, Roche, Medscape, and PeerView; having an advisory role or receiving consulting fees from AstraZeneca, Bristol Myers Squibb, EMD Serono, Merck & Co., Genentech, and Arrowhead Pharmaceuticals; and institutional research funding from AstraZeneca, Bristol Myers Squibb, and EMD Serono. L.Y. has grant support from Lantheus Inc. D.L.G. has served on scientific advisory committees for Menarini Ricerche, 4D Pharma, Onconova, and Eli Lilly and has received research support from Takeda, Astellas, NGM Biopharmaceuticals, Boehringer Ingelheim, and AstraZeneca. N.I.V. receives consulting fees from Sanofi, Regeneron, Oncocyte, and Eli Lilly and research funding from Mirati, outside the submitted work. J.D.H. is on the Scientific Advisory Board of Imagion Biosystems. J.Y.C. reports research funding from BMS-MDACC and Siemens Healthcare, and consultation fees from Legion Healthcare Partners. L.Y. has grant support from Lantheus Inc. M.C.B.G. has received research funding from Siemens Healthcare. I.W. has received honoraria from Genentech/Roche, AstraZeneca, Merck, Guardant Health, Flame, Novartis, Sanofi, Daiichi Sankyo, Dava Oncology, Amgen, GlaxoSmithKline, HTG Molecular, Jansen, Merus, Imagene, G1 Therapeutics, Abbvie, Catalyst Therapeutics, Genzyme, Regeneron, Oncocyte, Medscape, Platform Health, Pfizer, Physicians’ Education Resource, HPM Education, and Aptitute Health; additionally, I.W. has received research support from Genentech, Merck, Bristol-Myers Squibb, Medimmune, Adaptive, Adaptimmune, EMD Serono, Pfizer, Takeda, Amgen, Karus, Johnson & Johnson, Bayer, Iovance, 4D, Novartis, and Akoya. D.L.G. has served on scientific advisory committees for Menarini Ricerche, 4D Pharma, Onconova, and Eli Lilly and has received research support from Takeda, Astellas, NGM Biopharmaceuticals, Boehringer Ingelheim, and AstraZeneca. J.V.H. reports being on scientific advisory boards for AstraZeneca, Boehringer Ingelheim, Genentech, GlaxoSmithKline, Eli Lilly, Novartis, Spectrum, EMD Serono, Sanofi, Takeda, Mirati Therapeutics, BMS, and Janssen Global Services; receiving research support from AstraZeneca, Takeda, Boehringer Ingelheim, and Spectrum; and receiving licensing fees from Spectrum. C.C.W. reports research support from Medical Imaging and Data Resource Center from NIBIB/University of Chicago and royalties from Elsevier. J.Z. reports serving on the consulting/advisory board of Bristol-Myers Squibb, AstraZeneca, Novartis, Johnson & Johnson, GenePlus, Innovent, Varian, and Catalyst, and receiving research grants to institution from Merck, Novartis, and Johnson & Johnson. J.W. reports research funding from Siemens Healthcare.

Auteurs

Morteza Salehjahromi (M)

Department of Imaging Physics, MD Anderson Cancer Center, Houston, TX, USA.

Tatiana V Karpinets (TV)

Department of Genomic Medicine, MD Anderson Cancer Center, Houston, TX, USA.

Sheeba J Sujit (SJ)

Department of Imaging Physics, MD Anderson Cancer Center, Houston, TX, USA.

Mohamed Qayati (M)

Department of Imaging Physics, MD Anderson Cancer Center, Houston, TX, USA.

Pingjun Chen (P)

Department of Imaging Physics, MD Anderson Cancer Center, Houston, TX, USA.

Muhammad Aminu (M)

Department of Imaging Physics, MD Anderson Cancer Center, Houston, TX, USA.

Maliazurina B Saad (MB)

Department of Imaging Physics, MD Anderson Cancer Center, Houston, TX, USA.

Rukhmini Bandyopadhyay (R)

Department of Imaging Physics, MD Anderson Cancer Center, Houston, TX, USA.

Lingzhi Hong (L)

Department of Imaging Physics, MD Anderson Cancer Center, Houston, TX, USA; Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, TX, USA.

Ajay Sheshadri (A)

Department of Pulmonary Medicine, MD Anderson Cancer Center, Houston, TX USA.

Julie Lin (J)

Department of Pulmonary Medicine, MD Anderson Cancer Center, Houston, TX USA.

Mara B Antonoff (MB)

Department of Thoracic and Cardiovascular Surgery, MD Anderson Cancer Center, Houston, TX, USA.

Boris Sepesi (B)

Department of Thoracic and Cardiovascular Surgery, MD Anderson Cancer Center, Houston, TX, USA.

Edwin J Ostrin (EJ)

Department of General Internal Medicine, MD Anderson Cancer Center, Houston, TX, USA.

Iakovos Toumazis (I)

Department of Health Services Research, MD Anderson Cancer Center, Houston, TX, USA.

Peng Huang (P)

Department of Oncology, The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD, USA.

Chao Cheng (C)

Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX, USA.

Tina Cascone (T)

Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, TX, USA.

Natalie I Vokes (NI)

Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, TX, USA.

Carmen Behrens (C)

Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, TX, USA.

Jeffrey H Siewerdsen (JH)

Department of Imaging Physics, MD Anderson Cancer Center, Houston, TX, USA; Institute for Data Science in Oncology, MD Anderson Cancer Center, Houston, TX, USA.

John D Hazle (JD)

Department of Imaging Physics, MD Anderson Cancer Center, Houston, TX, USA.

Joe Y Chang (JY)

Department of Radiation Oncology, MD Anderson Cancer Center, Houston, TX, USA.

Jianhua Zhang (J)

Department of Genomic Medicine, MD Anderson Cancer Center, Houston, TX, USA.

Yang Lu (Y)

Department of Nuclear Medicine, MD Anderson Cancer Center, Houston, TX, USA.

Myrna C B Godoy (MCB)

Department of Thoracic Imaging, MD Anderson Cancer Center, Houston, TX, USA.

Caroline Chung (C)

Department of Radiation Oncology, MD Anderson Cancer Center, Houston, TX, USA; Institute for Data Science in Oncology, MD Anderson Cancer Center, Houston, TX, USA.

David Jaffray (D)

Department of Imaging Physics, MD Anderson Cancer Center, Houston, TX, USA; Institute for Data Science in Oncology, MD Anderson Cancer Center, Houston, TX, USA.

Ignacio Wistuba (I)

Department of Translational Molecular Pathology, MD Anderson Cancer Center, Houston, TX, USA.

J Jack Lee (JJ)

Department of Biostatistics, MD Anderson Cancer Center, Houston, TX, USA.

Ara A Vaporciyan (AA)

Department of Thoracic and Cardiovascular Surgery, MD Anderson Cancer Center, Houston, TX, USA.

Don L Gibbons (DL)

Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, TX, USA.

Gregory Gladish (G)

Department of Thoracic Imaging, MD Anderson Cancer Center, Houston, TX, USA.

John V Heymach (JV)

Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, TX, USA.

Carol C Wu (CC)

Department of Thoracic Imaging, MD Anderson Cancer Center, Houston, TX, USA.

Jianjun Zhang (J)

Department of Genomic Medicine, MD Anderson Cancer Center, Houston, TX, USA; Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, TX, USA; Lung Cancer Genomics Program, MD Anderson Cancer Center, Houston, TX, USA; Lung Cancer Interception Program, MD Anderson Cancer Center, Houston, TX, USA.

Jia Wu (J)

Department of Imaging Physics, MD Anderson Cancer Center, Houston, TX, USA; Department of Thoracic/Head and Neck Medical Oncology, MD Anderson Cancer Center, Houston, TX, USA; Institute for Data Science in Oncology, MD Anderson Cancer Center, Houston, TX, USA. Electronic address: jwu11@mdanderson.org.

Classifications MeSH