Star Shape Prior in Fully Convolutional Networks for Skin Lesion
Segmentation

Star Shape Prior in Fully Convolutional Networks for Skin Lesion Segmentation

21 June 2018

Ghassan Hamarneh

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Papers citing "Star Shape Prior in Fully Convolutional Networks for Skin Lesion Segmentation"

14 / 14 papers shown

Title
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion Analysis Anand Kumar Kavinder Roghit Kanthen Josna John 3DGS 167 0 0 23 Feb 2025
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC) Noel Codella D. Gutman M. E. Celebi Brian Helba Michael Marchetti ... Aadi Kalloo Konstantinos Liopyris N. Mishra Harald Kittler Allan Halpern 94 2,081 0 13 Oct 2017
Improving Dermoscopic Image Segmentation with Enhanced Convolutional-Deconvolutional Networks Yading Yuan Y. Lo 201 224 0 28 Sep 2017
Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation Ozan Oktay Enzo Ferrante Konstantinos Kamnitsas M. Heinrich Wenjia Bai ... T. Dawes D. O’Regan Bernhard Kainz Ben Glocker Daniel Rueckert 62 658 0 22 May 2017
Automatic Skin Lesion Analysis using Large-scale Dermoscopy Images and Deep Residual Networks Lei Bi Jinman Kim Euijoon Ahn Dagan Feng MedIm 63 199 0 12 Mar 2017
ISIC 2017 - Skin Lesion Analysis Towards Melanoma Detection Matt Berseth 45 167 0 01 Mar 2017
Understanding Convolution for Semantic Segmentation Panqu Wang Pengfei Chen Ye Yuan Ding Liu Zehua Huang Xiaodi Hou G. Cottrell SSeg 85 1,693 0 27 Feb 2017
Incorporating prior knowledge in medical image segmentation: a survey M. Nosrati Ghassan Hamarneh 39 62 0 05 Jul 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 267 18,267 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 747 37,890 0 20 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 271 8,459 0 23 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,378 0 18 May 2015
Conditional Random Fields as Recurrent Neural Networks Shuai Zheng Sadeep Jayasumana Bernardino Romera-Paredes Vibhav Vineet Zhizhong Su Dalong Du Chang Huang Philip Torr SSeg 245 2,536 0 11 Feb 2015

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