Interactive Medical Image Segmentation using Deep Learning with
Image-specific Fine-tuning

Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning

11 October 2017

Guotai Wang

Maria A. Zuluaga

Michael Aertsen

Sebastien Ourselin

Tom Kamiel Magda Vercauteren

Papers citing "Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning"

6 / 56 papers shown

Title
Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images Qian Yu Yinghuan Shi Jinquan Sun Yang Gao Yakang Dai Jianbing Zhu 27 97 0 27 Apr 2018
Quantifying Uncertainty in Discrete-Continuous and Skewed Data with Bayesian Deep Learning T. Vandal E. Kodra Jennifer Dy S. Ganguly R. Nemani A. Ganguly UQCV BDL 27 52 0 13 Feb 2018
Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections Juan Eugenio Iglesias Marc Modat L. Peter A. Stevens R. Annunziata Tom Kamiel Magda Vercauteren E. Lein Bruce Fischl Sebastien Ourselin 14 26 0 16 Jan 2018
Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network E. Bonmati Yipeng Hu Nikhil Sindhwani H. Dietz Jan D'hooge D. Barratt Jan Deprest Tom Kamiel Magda Vercauteren 29 30 0 18 Dec 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 307 10,621 0 19 Feb 2017
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,145 0 06 Jun 2015