Deep Learning for Real-time, Automatic, and Scanner-adapted Prostate (Zone) Segmentation of Transrectal Ultrasound, for Example, Magnetic Resonance Imaging-transrectal Ultrasound Fusion Prostate Biopsy.
暂无分享,去创建一个
Christophe K. Mannaerts | Massimo Mischi | Hessel Wijkstra | Ruud J.G. van Sloun | Arnoud W. Postema | Harrie P. Beerlage | Rogier R. Wildeboer | G. Salomon | M. Mischi | M. Gayet | H. Beerlage | H. Wijkstra | R. V. van Sloun | R. Wildeboer | A. Postema | Georg Salomon | C. Mannaerts | Maudy Gayet | Maudy C. W. Gayet
[1] J. Ciezki,et al. Influence of zonal dosimetry on prostate brachytherapy outcomes , 2014, Journal of contemporary brachytherapy.
[2] M. Gross,et al. Trans-rectal ultrasound visibility of prostate lesions identified by magnetic resonance imaging increases accuracy of image-fusion targeted biopsies , 2015, World Journal of Urology.
[3] J. McNeal. The zonal anatomy of the prostate , 1981, The Prostate.
[4] Yu-Bin Yang,et al. Image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections , 2016, NIPS.
[5] Dean C. Barratt,et al. Automatic slice segmentation of intraoperative transrectal ultrasound images using convolutional neural networks , 2018, Medical Imaging.
[6] S. Arora,et al. Magnetic resonance-ultrasound fusion prostate biopsy in the diagnosis of prostate cancer. , 2016, Urologic oncology.
[7] T. Loch,et al. A 12-year follow-up of ANNA/C-TRUS image-targeted biopsies in patients suspicious for prostate cancer , 2018, World Journal of Urology.
[8] U. Rajendra Acharya,et al. Segmentation of prostate contours for automated diagnosis using ultrasound images: A survey , 2017, J. Comput. Sci..
[9] Yi Yang Liu,et al. Comparisons of oncological and functional outcomes among radical retropubic prostatectomy, high dose rate brachytherapy, cryoablation and high-intensity focused ultrasound for localized prostate cancer , 2016, SpringerPlus.
[10] Stig Müller,et al. Poor reproducibility of PIRADS score in two multiparametric MRIs before biopsy in men with elevated PSA , 2018, World Journal of Urology.
[11] Sergey Ioffe,et al. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift , 2015, ICML.
[12] F. Frauscher,et al. Applications of transrectal ultrasound in prostate cancer. , 2012, The British journal of radiology.
[13] L. Hooft,et al. Comparing Three Different Techniques for Magnetic Resonance Imaging-targeted Prostate Biopsies: A Systematic Review of In-bore versus Magnetic Resonance Imaging-transrectal Ultrasound fusion versus Cognitive Registration. Is There a Preferred Technique? , 2017, European urology.
[14] D. Margolis,et al. MRI‐Targeted or Standard Biopsy for Prostate‐Cancer Diagnosis , 2018, The New England journal of medicine.
[15] A. Villers,et al. Beyond transrectal ultrasound-guided prostate biopsies: available techniques and approaches , 2018, World Journal of Urology.
[16] Aaron Fenster,et al. Mechanically assisted 3D ultrasound guided prostate biopsy system. , 2008, Medical physics.
[17] P. Dunscombe,et al. Inter- and intra-observer variability in prostate definition with tissue harmonic and brightness mode imaging. , 2012, International journal of radiation oncology, biology, physics.
[18] Desire Sidibé,et al. A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images , 2012, Comput. Methods Programs Biomed..
[19] Baris Turkbey,et al. Current status of magnetic resonance imaging (MRI) and ultrasonography fusion software platforms for guidance of prostate biopsies , 2014, BJU international.
[20] M M Elhilali,et al. Reassessment of nonplanimetric transrectal ultrasound prostate volume estimates. , 1996, Urology.
[21] Ilgar Akbarov,et al. How to Perform Image-guided Prostate Biopsy: In-bore and Fusion Approaches. , 2016, European urology focus.
[22] Yongmin Kim,et al. Edge-guided boundary delineation in prostate ultrasound images , 2000, IEEE Transactions on Medical Imaging.
[23] Konstantinos Kamnitsas,et al. Unsupervised domain adaptation in brain lesion segmentation with adversarial networks , 2016, IPMI.
[24] R G Aarnink,et al. Edge detection in prostatic ultrasound images using integrated edge maps. , 1998, Ultrasonics.
[25] E J Feleppa,et al. Spectrum-Analysis and Neural Networks for Imaging to Detect and Treat Prostate Cancer , 2001, Ultrasonic imaging.
[26] Florian Jung,et al. Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge , 2014, Medical Image Anal..
[27] M. Mischi,et al. Multiparametric dynamic contrast-enhanced ultrasound imaging of prostate cancer , 2016, European Radiology.
[28] Yongmin Kim,et al. Parametric shape modeling using deformable superellipses for prostate segmentation , 2004, IEEE Transactions on Medical Imaging.
[29] M. Terris,et al. Ultrasound anatomy of the prostate: the normal gland and anatomical variations. , 1990, The Journal of urology.
[30] Allan Hanbury,et al. Metrics for evaluating 3D medical image segmentation: analysis, selection, and tool , 2015, BMC Medical Imaging.
[31] Zhiqiang Tian,et al. PSNet: prostate segmentation on MRI based on a convolutional neural network , 2018, Journal of medical imaging.
[32] L. Watson. Ultrasound anatomy for prostate brachytherapy. , 1997, Seminars in surgical oncology.
[33] Thomas Brox,et al. U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.
[34] Thomas Hambrock,et al. Simulated required accuracy of image registration tools for targeting high-grade cancer components with prostate biopsies , 2013, European Radiology.
[35] Purang Abolmaesumi,et al. A deep learning approach for real time prostate segmentation in freehand ultrasound guided biopsy , 2018, Medical Image Anal..
[36] E. Halpern,et al. Contrast-enhanced ultrasound imaging of prostate cancer. , 2006, Reviews in urology.
[37] Rémi Souchon,et al. Stiffness of benign and malignant prostate tissue measured by shear-wave elastography: a preliminary study , 2017, European Radiology.
[38] Jurgen J Fütterer,et al. Cost-Effectiveness Comparison of Imaging-Guided Prostate Biopsy Techniques: Systematic Transrectal Ultrasound, Direct In-Bore MRI, and Image Fusion. , 2017, AJR. American journal of roentgenology.
[39] M. Stöckle,et al. Artificial neural network analysis (ANNA) of prostatic transrectal ultrasound , 1999, The Prostate.