Role of radiomic analysis of [18F]fluoromethylcholine PET/CT in predicting biochemical recurrence in a cohort of intermediate and high risk prostate cancer patients at initial staging

被引:0
作者
Francesca Marturano
Priscilla Guglielmo
Andrea Bettinelli
Fabio Zattoni
Giacomo Novara
Alessandra Zorz
Matteo Sepulcri
Michele Gregianin
Marta Paiusco
Laura Evangelista
机构
[1] Veneto Institute of Oncology IOV - IRCCS,Department of Medical Physics
[2] Veneto Institute of Oncology IOV - IRCCS,Nuclear Medicine Unit
[3] University of Padua,Department of Information Engineering
[4] University of Padua,Department of Surgical Oncological & Gastroenterological Sciences (DiSCOG)
[5] University of Padua,Department of Surgery, Oncology and Gastroenterology
[6] Radiotherapy Unit,Nuclear Medicine Unit, Department of Medicine DIMED
[7] Veneto Institute of Oncology IOV - IRCCS,undefined
[8] University of Padua,undefined
来源
European Radiology | 2023年 / 33卷
关键词
Prostatic neoplasms; Artificial intelligence; Fluorocholine; Positron emission tomography computed tomography;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:7199 / 7208
页数:9
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共 48 条
[31]   18F-FDG PET/CT radiomic analysis and artificial intelligence to predict pathological complete response after neoadjuvant chemotherapy in breast cancer patients [J].
Urso, Luca ;
Manco, Luigi ;
Cittanti, Corrado ;
Adamantiadis, Sara ;
Szilagyi, Klarisa Elena ;
Scribano, Giovanni ;
Mindicini, Noemi ;
Carnevale, Aldo ;
Bartolomei, Mirco ;
Giganti, Melchiore .
RADIOLOGIA MEDICA, 2025, 130 (04) :543-554
[32]   Radiomics analysis of 18F-Choline PET/CT in the prediction of disease outcome in high-risk prostate cancer: an explorative study on machine learning feature classification in 94 patients [J].
Alongi, Pierpaolo ;
Stefano, Alessandro ;
Comelli, Albert ;
Laudicella, Riccardo ;
Scalisi, Salvatore ;
Arnone, Giuseppe ;
Barone, Stefano ;
Spada, Massimiliano ;
Purpura, Pierpaolo ;
Bartolotta, Tommaso Vincenzo ;
Midiri, Massimo ;
Lagalla, Roberto ;
Russo, Giorgio .
EUROPEAN RADIOLOGY, 2021, 31 (07) :4595-4605
[33]   Radiomics analysis of 18F-Choline PET/CT in the prediction of disease outcome in high-risk prostate cancer: an explorative study on machine learning feature classification in 94 patients [J].
Pierpaolo Alongi ;
Alessandro Stefano ;
Albert Comelli ;
Riccardo Laudicella ;
Salvatore Scalisi ;
Giuseppe Arnone ;
Stefano Barone ;
Massimiliano Spada ;
Pierpaolo Purpura ;
Tommaso Vincenzo Bartolotta ;
Massimo Midiri ;
Roberto Lagalla ;
Giorgio Russo .
European Radiology, 2021, 31 :4595-4605
[34]   Ga68-PSMA PET for lymph node staging in intermediate and high-risk prostate cancer patients undergoing robotic assisted radical prostatectomy [J].
Spena, Gianluca ;
Moretti, Tomas B. ;
Davila, Francisco S. ;
Dos Anjos, Gabriel ;
Khan, Ilaana ;
Calace, Francesco P. ;
Aveta, Achille ;
Ndolfo, Savio D. Pa ;
Tufano, Antonio ;
Izzo, Alessandro ;
Farias, Artur ;
Perdona, Sisto ;
Maes, Kris .
MINERVA UROLOGY AND NEPHROLOGY, 2024, 76 (04) :467-473
[35]   Machine Learning and Texture Analysis of [18F]FDG PET/CT Images for the Prediction of Distant Metastases in Non-Small-Cell Lung Cancer Patients [J].
Hakkak Moghadam Torbati, Armin ;
Pellegrino, Sara ;
Fonti, Rosa ;
Morra, Rocco ;
De Placido, Sabino ;
Del Vecchio, Silvana .
BIOMEDICINES, 2024, 12 (03)
[36]   Quantitative and Qualitative Assessment of Urinary Activity of 18F-Flotufolastat-PET/CT in Patients with Prostate Cancer: a Post Hoc Analysis of the LIGHTHOUSE and SPOTLIGHT Studies [J].
Phillip H. Kuo ;
Rick Hermsen ;
Ross Penny ;
Ernst J. Postema .
Molecular Imaging and Biology, 2024, 26 :53-60
[37]   Quantitative and Qualitative Assessment of Urinary Activity of 18F-Flotufolastat-PET/CT in Patients with Prostate Cancer: a Post Hoc Analysis of the LIGHTHOUSE and SPOTLIGHT Studies [J].
Kuo, Phillip H. ;
Hermsen, Rick ;
Penny, Ross ;
Postema, Ernst J. .
MOLECULAR IMAGING AND BIOLOGY, 2024, 26 (01) :53-60
[38]   Establishment and validation of a nomogram with intratumoral heterogeneity derived from 18F-FDG PET/CT for predicting individual conditional risk of 5-year recurrence before initial treatment of nasopharyngeal carcinoma [J].
Bingxin Gu ;
Jianping Zhang ;
Guang Ma ;
Shaoli Song ;
Liqun Shi ;
Yingjian Zhang ;
Zhongyi Yang .
BMC Cancer, 20
[39]   Establishment and validation of a nomogram with intratumoral heterogeneity derived from 18F-FDG PET/CT for predicting individual conditional risk of 5-year recurrence before initial treatment of nasopharyngeal carcinoma [J].
Gu, Bingxin ;
Zhang, Jianping ;
Ma, Guang ;
Song, Shaoli ;
Shi, Liqun ;
Zhang, Yingjian ;
Yang, Zhongyi .
BMC CANCER, 2020, 20 (01)
[40]   Diagnostic Accuracy of F-18 FDG PET/CT for Preoperative Lymph Node Staging in Newly Diagnosed Bladder Cancer Patients: A Systematic Review and Meta-Analysis [J].
Ha, Hong Ku ;
Koo, Phillip J. ;
Kim, Seong-Jang .
ONCOLOGY, 2018, 95 (01) :31-38