artificial intelligence;
digital and total-body PET;
prostate-specific membrane antigen;
D O I:
10.1097/MOU.0000000000000797
中图分类号:
R5 [内科学];
R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号:
1002 ;
100201 ;
摘要:
Purpose of review Technical improvements in imaging equipment and availability of radiotracers, such as PSMA-ligands have increased the synergy between Urology and Nuclear Medicine. Meanwhile artificial intelligence is introduced in Nuclear Imaging. This review will give an overview of recent technical and clinical developments and an outlook on application of these in the near future. Recent findings Digital PET/CT has shown gradual improvement in lesion detection and demarcation over conventional PET/CT, but total-body PET/CT holds promise for a magnitude of improvement in scan duration and quality, quantification, and dose optimization. PET-guided decision-making with the application of PSMA-ligands has been shown useful in demonstrating and biopting primary prostate cancer (PCa) lesions, guiding radiotherapy, guiding surgical resection of recurrent PCa, and assessing therapy response in PCa. Artificial intelligence made its way into Nuclear Imaging just recently, but encouraging progress promises clinical application with unprecedented possibilities. Evidence is growing on clinical usefulness of PET-guided decision-making with the still relatively new PSMA ligands as a prime example. Rapid evolution of PET instrumentation and clinical introduction of artificial intelligence will be the gamechangers of nuclear imaging in the near future, though its powers should still be mastered and incorporated in clinical practice.
机构:
Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
Univ Calif San Francisco, Dept Radiol, Vet Affairs Med Ctr, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
Hope, Thomas A.
Aggarwal, Rahul R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Med, Div Hematol Oncol, San Francisco, CA USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
Aggarwal, Rahul R.
Westphalen, Antonio C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
Westphalen, Antonio C.
Cooperberg, Matthew R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Urol, San Francisco, CA USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
Cooperberg, Matthew R.
Greene, Kirsten L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Urol, San Francisco, CA USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
机构:
Johns Hopkins Med Sch, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USAJohns Hopkins Med Sch, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USA
Mease, Ronnie C.
Foss, Catherine A.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Med Sch, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USAJohns Hopkins Med Sch, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USA
Foss, Catherine A.
Pomper, Martin G.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Med Sch, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USAJohns Hopkins Med Sch, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USA
机构:
Seoul Natl Univ, Dept Nucl Med, Boramae Med Ctr, 20 Boramae Ro 5 Gil, Seoul 07061, South Korea
Seoul Natl Univ, Coll Med, Dept Nucl Med, Seoul 03080, South KoreaSeoul Natl Univ, Dept Nucl Med, Boramae Med Ctr, 20 Boramae Ro 5 Gil, Seoul 07061, South Korea
Oh, So Won
Cheon, Gi Jeong
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Coll Med, Dept Nucl Med, Seoul 03080, South KoreaSeoul Natl Univ, Dept Nucl Med, Boramae Med Ctr, 20 Boramae Ro 5 Gil, Seoul 07061, South Korea
机构:
Univ Calif San Francisco, Dept Radiol & Biomed Imaging, 505 Parnassus Ave,M391, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, 505 Parnassus Ave,M391, San Francisco, CA 94143 USA
Lawhn-Heath, Courtney
Salavati, Ali
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Dept Radiol & Radiol Sci, Baltimore, MD USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, 505 Parnassus Ave,M391, San Francisco, CA 94143 USA
Salavati, Ali
Behr, Spencer C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Radiol & Biomed Imaging, 505 Parnassus Ave,M391, San Francisco, CA 94143 USA
Univ Calif San Francisco, Helen Diller Family Comprehens Canc Ctr, 505 Parnassus Ave,M391, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, 505 Parnassus Ave,M391, San Francisco, CA 94143 USA
Behr, Spencer C.
Rowe, Steven P.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Dept Radiol & Radiol Sci, Baltimore, MD USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, 505 Parnassus Ave,M391, San Francisco, CA 94143 USA
Rowe, Steven P.
Calais, Jeremie
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Ahmanson Translat Theranost Div, Dept Mol & Med Pharmacol, Los Angeles, CA 90095 USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, 505 Parnassus Ave,M391, San Francisco, CA 94143 USA
Calais, Jeremie
Fendler, Wolfgang P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Duisburg Essen, Dept Nudear Med, Essen, Germany
Univ Hosp Essen, German Canc Consortium DKTK, Essen, GermanyUniv Calif San Francisco, Dept Radiol & Biomed Imaging, 505 Parnassus Ave,M391, San Francisco, CA 94143 USA
Fendler, Wolfgang P.
Eiber, Mattias
论文数: 0引用数: 0
h-index: 0
机构:
Tech Univ Munich, Dept Nucl Med, Munich, GermanyUniv Calif San Francisco, Dept Radiol & Biomed Imaging, 505 Parnassus Ave,M391, San Francisco, CA 94143 USA
Eiber, Mattias
Emmett, Louise
论文数: 0引用数: 0
h-index: 0
机构:
St Vincents Hosp, Dept Theranost & Nucl Med, Sydney, NSW, AustraliaUniv Calif San Francisco, Dept Radiol & Biomed Imaging, 505 Parnassus Ave,M391, San Francisco, CA 94143 USA
Emmett, Louise
Hofman, Michael S.
论文数: 0引用数: 0
h-index: 0
机构:
Peter MacCallum Canc Ctr, Prostate Theranost & Imaging Ctr Excellence ProsT, Melbourne, Vic, Australia
Univ Melbourne, Sir Peter MacCallum Dept Oncol, Melbourne, Vic, AustraliaUniv Calif San Francisco, Dept Radiol & Biomed Imaging, 505 Parnassus Ave,M391, San Francisco, CA 94143 USA
Hofman, Michael S.
Hope, Thomas A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Radiol & Biomed Imaging, 505 Parnassus Ave,M391, San Francisco, CA 94143 USA
Univ Calif San Francisco, Helen Diller Family Comprehens Canc Ctr, 505 Parnassus Ave,M391, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, 505 Parnassus Ave,M391, San Francisco, CA 94143 USA
机构:
Univ Calif Los Angeles, Dept Mol & Med Pharmacol, Los Angeles, CA USAUniv Southern Calif, Dept Radiol, Los Angeles, CA 90007 USA
Calais, Jeremie
论文数: 引用数:
h-index:
机构:
Fanti, Stefano
Feng, Felix
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Radiat Oncol, San Francisco, CA USAUniv Southern Calif, Dept Radiol, Los Angeles, CA 90007 USA
Feng, Felix
Greene, Kirsten L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Virginia, Dept Urol, Charlottesville, VA USAUniv Southern Calif, Dept Radiol, Los Angeles, CA 90007 USA
Greene, Kirsten L.
Gulley, James L.
论文数: 0引用数: 0
h-index: 0
机构:
NIH, Bldg 10, Bethesda, MD 20892 USAUniv Southern Calif, Dept Radiol, Los Angeles, CA 90007 USA
Gulley, James L.
Hofman, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Peter MacCallum Canc Ctr, Mol Imaging & Therapeut Nucl Med, Melbourne, Vic, Australia
Univ Melbourne, Sir Peter MacCallum Dept Oncol, Melbourne, Vic, AustraliaUniv Southern Calif, Dept Radiol, Los Angeles, CA 90007 USA
Hofman, Michael
Koontz, Bridget F.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Dept Radiat Oncol, Durham, NC USAUniv Southern Calif, Dept Radiol, Los Angeles, CA 90007 USA
Koontz, Bridget F.
Lin, Daniel W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Urol, Seattle, WA 98195 USAUniv Southern Calif, Dept Radiol, Los Angeles, CA 90007 USA
Lin, Daniel W.
Morris, Michael J.
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Genitourinary Oncol Serv, 1275 York Ave, New York, NY 10021 USAUniv Southern Calif, Dept Radiol, Los Angeles, CA 90007 USA
Morris, Michael J.
Rowe, Steve P.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Dept Radiol Sci, Baltimore, MD USAUniv Southern Calif, Dept Radiol, Los Angeles, CA 90007 USA
Rowe, Steve P.
Royce, Trevor J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Radiat Oncol, Chapel Hill, NC 27515 USAUniv Southern Calif, Dept Radiol, Los Angeles, CA 90007 USA
Royce, Trevor J.
Salami, Simpa
论文数: 0引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Urol, Ann Arbor, MI 48109 USAUniv Southern Calif, Dept Radiol, Los Angeles, CA 90007 USA
Salami, Simpa
Savir-Baruch, Bital
论文数: 0引用数: 0
h-index: 0
机构:
Loyola Univ, Dept Radiol, Maywood, IL 60153 USAUniv Southern Calif, Dept Radiol, Los Angeles, CA 90007 USA
Savir-Baruch, Bital
Srinivas, Sandy
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Med Oncol, Stanford, CA 94305 USAUniv Southern Calif, Dept Radiol, Los Angeles, CA 90007 USA
Srinivas, Sandy
Hope, Thomas A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USAUniv Southern Calif, Dept Radiol, Los Angeles, CA 90007 USA