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Artificial Intelligence in PET/CT Oncologic Imaging [electronic resource]
Andreou, John A
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| 자료유형 | 단행본 |
|---|---|
| 개인저자 | Andreou, John A.,editor. Kosmidis, Paris A.,editor. Gouliamos, Athanasios D.,editor. |
| 단체저자명 | SpringerLink (Online service). |
| 서명/저자사항 | Artificial Intelligence in PET/CT Oncologic Imaging [electronic resource] / edited by John A. Andreou, Paris A. Kosmidis, Athanasios D. Gouliamos. |
| 판사항 | 1st ed. 2022. |
| 형태사항 | XIV, 151 p. 27 illus., 24 illus. in color:online resource. |
| 기본자료 저록 | Springer Nature eBook |
| 기타형태 저록 | Printed edition:9783031100895Printed edition:9783031100918Printed edition:9783031100925 |
| ISBN | 9783031100901 |
| 기타표준부호 | 10.1007/978-3-031-10090-1 |
| 내용주기 | 1. Introduction : Artificial intelligence (AI) systems for Oncology -- 2. PET in Bone and Soft tissue tumors -- 3. (CNS) PET/CT: current AI applications -- 4. PET/CT findings in Head and Neck Cancer, current AI applications -- 5. PET/CT in Lung cancer, current AI applications -- 6. Breast cancer: PET/CT imaging, AI applications -- 7. PET/CT in Gynecologic cancer, current AI applications -- 8. PET/CT in Rectal cancer, current AI applications -- 9. PET/CT in Neuroendocrine tumors, current AI applications -- 10. PET/CT in the evaluation of Adrenal gland mass -- 11. PET/CT in Renal cancer -- 12. PET/CT in Testicular cancer -- 13. PET/CT in Prostate cancer -- 14. PET/CT in Malignant Lymphomas. |
| 요약 | This book presents artificial intelligence applications that may help in detecting disease, defining tissue characterization (benign vs malignant), staging and correlation with molecular biomarkers. Originally positioned as a means for noninvasive molecular phenotyping and quantification in the 1970s, PET's technological improvements in the 2000s generated renewed interest in quantification, which has grown over the last five years. This progress is parallel with the development of Artificial intelligence (AI) systems for Oncology which aim at providing the best possible treatment to patients suffering from lung, breast, brain, prostate, liver and other types of cancer. The chapters provide an overview of the use of AI in PET/CT imaging for various types of cancer, and it will be an invaluable tool especially for nuclear medicine physicians and oncologists. |
| 일반주제명 | Radiology. Nuclear medicine. Oncology. Computer science. Radiology. Nuclear Medicine. Oncology. Computer Science. |
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