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

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

15 / 15 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 41 0 0 23 Feb 2025
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 24 50 0 13 Feb 2023
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle Junde Wu Huihui Fang Hoayi Xiong Lixin Duan Mingkui Tan Weihua Yang Huiying Liu Yanwu Xu MedIm 38 1 0 05 Aug 2022
A Survey on Deep Learning for Skin Lesion Segmentation Z. Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila Eduardo Valle M. Celebi Ghassan Hamarneh 29 82 0 01 Jun 2022
Contrastive and Selective Hidden Embeddings for Medical Image Segmentation Zhuowei Li Zihao Liu Zhiqiang Hu Qing Xia Ruiqin Xiong Shaoting Zhang Dimitris N. Metaxas Tingting Jiang SSL 27 8 0 21 Jan 2022
High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey Rosana El Jurdia Caroline Petitjean P. Honeine V. Cheplygina F. Abdallah SSeg MedIm 25 79 0 16 Nov 2020
Convex Shape Representation with Binary Labels for Image Segmentation: Models and Fast Algorithms Shousheng Luo X. Tai Yang Wang 14 6 0 22 Feb 2020
Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound Images Aleksandar Vakanski Min Xian Phoebe E. Freer 13 142 0 20 Oct 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 31 667 0 16 Oct 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 11 750 0 27 Aug 2019
Learning to Segment Skin Lesions from Noisy Annotations Z. Mirikharaji Yiqi Yan Ghassan Hamarneh 20 77 0 10 Jun 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar N. Janjua OOD 8 200 0 15 Feb 2019
Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation Balamurali Murugesan Kaushik Sarveswaran Sharath M. Shankaranarayana Keerthi Ram M. Sivaprakasam SSeg 20 141 0 11 Feb 2019
AUNet: Attention-guided dense-upsampling networks for breast mass segmentation in whole mammograms Hui Sun Cheng Li Boqiang Liu Hairong Zheng David Dagan Feng Shanshan Wang 21 120 0 24 Oct 2018
Improving Dermoscopic Image Segmentation with Enhanced Convolutional-Deconvolutional Networks Yading Yuan Y. Lo 132 224 0 28 Sep 2017