Comparing radiomic classifiers and classifier ensembles for detection of peripheral zone prostate tumors on T2-weighted MRI: a multi-site study

被引：0
|
作者：
Satish E. Viswanath
Prathyush V. Chirra
Michael C. Yim
Neil M. Rofsky
Andrei S. Purysko
Mark A. Rosen
B Nicolas Bloch
Anant Madabhushi
机构：
[1] Department of Biomedical Engineering,Department of Radiology
[2] Case Western Reserve University,Department of Radiology
[3] College of Medicine,Department of Radiology
[4] Northeast Ohio Medical University,Department of Radiology
[5] UT Southwestern Medical Center,undefined
[6] Cleveland Clinic,undefined
[7] Hospital of the University of Pennsylvania,undefined
[8] Boston University School of Medicine,undefined
来源：
BMC Medical Imaging | / 19卷
关键词：
Classifiers; Radiomics; Prostate cancer; MRI; Comparison;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [41] Quality of T2-weighted MRI re-acquisition versus deep learning GAN image reconstruction: A multi-reader study
    Belue, Mason J.
    Harmon, Stephanie A.
    Masoudi, Samira
    Barrett, Tristan
    Law, Yan Mee
    Purysko, Andrei S.
    Panebianco, Valeria
    Yilmaz, Enis C.
    Lin, Yue
    Jadda, Pavan Kumar
    Raavi, Sitarama
    Wood, Bradford J.
    Pinto, Peter A.
    Choyke, Peter L.
    Turkbey, Baris
    EUROPEAN JOURNAL OF RADIOLOGY, 2024, 170
  • [42] Changes in ADC and T2-weighted MRI-derived radiomic features in patients treated with focal salvage HDR prostate brachytherapy for local recurrence after previous external-beam radiotherapy
    Lee, Sangjune Laurence
    Ravi, Ananth
    Morton, Gerard
    Loblaw, Andrew
    Tseng, Chia-Lin
    Haider, Masoom
    Murgic, Jure
    Nicolae, Alexandru
    Semple, Mark
    Chung, Hans T.
    BRACHYTHERAPY, 2019, 18 (05) : 567 - 573
  • [43] Re: Detection of Local Recurrence of Prostate Cancer after Radical Prostatectomy Using Endorectal Coil MRI at 3 T: Addition of DWI and Dynamic Contrast Enhancement to T2-Weighted MRI Editorial Comment
    Siegel, Cary
    JOURNAL OF UROLOGY, 2016, 195 (04): : 929 - 929
  • [44] Locally Recurrent Prostate Cancer After High-Dose-Rate Brachytherapy: The Value of Diffusion-Weighted Imaging, Dynamic Contrast-Enhanced MRI, and T2-Weighted Imaging in Localizing Tumors
    Tamada, Tsutomu
    Sone, Teruki
    Jo, Yoshimasa
    Hiratsuka, Junichi
    Higaki, Atsushi
    Higashi, Hiroki
    Ito, Katsuyoshi
    AMERICAN JOURNAL OF ROENTGENOLOGY, 2011, 197 (02) : 408 - 414
  • [45] Does T2-weighted MR imaging improve preoperative detection of malignant hepatic tumors? - Observer performance study in 49 surgically proven cases
    Kondo, H
    Kanematsu, M
    Itoh, K
    Ito, K
    Maetani, Y
    Goshima, S
    Matsuo, M
    Matsunaga, N
    Konishi, J
    Hoshi, H
    Moriyama, N
    MAGNETIC RESONANCE IMAGING, 2005, 23 (01) : 89 - 95
  • [46] T2-weighted imaging-based deep-learning method for noninvasive prostate cancer detection and Gleason grade prediction: a multicenter study
    Jin, Liang
    Yu, Zhuo
    Gao, Feng
    Li, Ming
    INSIGHTS INTO IMAGING, 2024, 15 (01)
  • [47] Utility of accelerated T2-weighted turbo spin-echo imaging with deep learning reconstruction in female pelvic MRI: a multi-reader study
    Eun Ji Lee
    Jiyoung Hwang
    Suyeon Park
    Sung Hwan Bae
    Jiyun Lim
    Yun-Woo Chang
    Seong Sook Hong
    Eunsun Oh
    Bo Da Nam
    Jewon Jeong
    Jae Kon Sung
    Dominik Nickel
    European Radiology, 2023, 33 : 7697 - 7706
  • [48] Utility of accelerated T2-weighted turbo spin-echo imaging with deep learning reconstruction in female pelvic MRI: a multi-reader study
    Lee, Eun Ji
    Hwang, Jiyoung
    Park, Suyeon
    Bae, Sung Hwan
    Lim, Jiyun
    Chang, Yun-Woo
    Hong, Seong Sook
    Oh, Eunsun
    Nam, Bo Da
    Jeong, Jewon
    Sung, Jae Kon
    Nickel, Dominik
    EUROPEAN RADIOLOGY, 2023, 33 (11) : 7697 - 7706
  • [49] Diffusion-weighted magnetic resonance imaging combined with T2-weighted images in the detection of small breast cancer: a single-center multi-observer study
    Wu, Lian-Ming
    Chen, Jie
    Hu, Jiani
    Gu, Hai-Yan
    Xu, Jian-Rong
    Hua, Jia
    ACTA RADIOLOGICA, 2014, 55 (01) : 24 - 31
  • [50] 7T MRI-Histologic Correlation Study of Low Specific Absorption Rate T2-Weighted GRASE Sequences in the Detection of White Matter Involvement in Multiple Sclerosis
    Bagnato, Francesca
    Hametner, Simon
    Pennell, David
    Dortch, Richard
    Dula, Adrienne N.
    Pawate, Siddharama
    Smith, Seth A.
    Lassmann, Hans
    Gore, John C.
    Welch, Edward B.
    JOURNAL OF NEUROIMAGING, 2015, 25 (03) : 370 - 378
12345