Encoding Clinical Priori in 3D Convolutional Neural Networks for
Prostate Cancer Detection in bpMRI

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Encoding Clinical Priori in 3D Convolutional Neural Networks for Prostate Cancer Detection in bpMRI

31 October 2020

M. Hosseinzadeh

Henkjan Huisman

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Papers citing "Encoding Clinical Priori in 3D Convolutional Neural Networks for Prostate Cancer Detection in bpMRI"

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Title
A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation M. Valiuddin R. V. Sloun C.G.A. Viviers Peter H. N. de With Fons van der Sommen UQCV 269 1 0 25 Nov 2024
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 122 2,642 0 11 Dec 2019
Prostate cancer inference via weakly-supervised learning using a large collection of negative MRI Ruiming Cao Xinran Zhong Fabien Scalzo S. Raman K. Sung MedIm 24 8 0 05 Oct 2019
USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets L. Rundo Changhee Han Yudai Nagano Jin Zhang Ryuichiro Hataya ... M. Gilardi Salvatore Vitabile G. Mauri Hideki Nakayama P. Cazzaniga 44 234 0 17 Apr 2019
Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation Adrian Dalca John Guttag M. Sabuncu MedIm SSeg 111 147 0 07 Mar 2019
Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images Jo Schlemper Ozan Oktay M. Schaap M. Heinrich Bernhard Kainz Ben Glocker Daniel Rueckert MedIm 74 1,469 0 22 Aug 2018
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 427 26,557 0 05 Sep 2017
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy Christian Wachinger M. Reuter T. Klein 3DV 368 332 0 27 Feb 2017
3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation Özgün Çiçek Ahmed Abdulkadir S. Lienkamp Thomas Brox Olaf Ronneberger 3DV 3DPC SSeg 3DH 155 6,551 0 21 Jun 2016
Cyclical Learning Rates for Training Neural Networks L. Smith ODL 233 2,537 0 03 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014