Robust Tumor Segmentation with Hyperspectral Imaging and Graph Neural Networks

21 February 2025

Papers citing "Robust Tumor Segmentation with Hyperspectral Imaging and Graph Neural Networks"

23 / 23 papers shown

Title
In-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection H. Fabelo S. Ortega A. Szolna D. Bulters Juan F. Piñeiro ... G. Z. Yang Ruben Salvador E. J. Martínez C. Sanz R. Sarmiento 32 110 0 16 Feb 2024
Multi-class Brain Tumor Segmentation using Graph Attention Network Dhrumil Patel Dhruv Patel Rudra Saxena Thangarajah Akilan 54 8 0 11 Feb 2023
Intra-operative Brain Tumor Detection with Deep Learning-Optimized Hyperspectral Imaging Tommaso Giannantonio Anna Alperovich Piercosimo Semeraro Manfredo Atzori Xiaohan Zhang ... Siri Luthman R. Vandebriel M. Jayapala L. Solie S. Vleeschouwer 28 11 0 06 Feb 2023
Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis Nicolás Gaggion Lucas Mansilla Candelaria Mosquera Diego H. Milone Enzo Ferrante MedIm 37 40 0 21 Mar 2022
Towards a Guideline for Evaluation Metrics in Medical Image Segmentation Dominik Muller Iñaki Soto Rey Frank Kramer 80 298 0 10 Feb 2022
A Joint Graph and Image Convolution Network for Automatic Brain Tumor Segmentation Camillo F. Saueressig Adam Berkley R. Munbodh Ritambhara Singh GNN 40 15 0 12 Sep 2021
A Comprehensive Survey of Scene Graphs: Generation and Application Xiaojun Chang Pengzhen Ren Pengfei Xu Zhihui Li Xiaojiang Chen Alexander G. Hauptmann 3DV 98 235 0 17 Mar 2021
SpecTr: Spectral Transformer for Hyperspectral Pathology Image Segmentation Boxiang Yun Yan Wang Jieneng Chen Huiyu Wang Wei Shen Qingli Li ViT MedIm 83 50 0 05 Mar 2021
Trends in deep learning for medical hyperspectral image analysis Uzair Khan Sidike Paheding Colin P. Elkin Vijay Devabhaktuni OOD 73 59 0 27 Nov 2020
Graph Convolutional Networks for Hyperspectral Image Classification Danfeng Hong Lianru Gao Jing Yao Bing Zhang Antonio J. Plaza Jocelyn Chanussot 60 1,115 0 06 Aug 2020
Spectral Pyramid Graph Attention Network for Hyperspectral Image Classification T. Wang Guangming Wang K. E. Tan Donghui Tan 66 20 0 20 Jan 2020
Deep Learning for Hyperspectral Image Classification: An Overview Shutao Li Weiwei Song Leyuan Fang Yushi Chen Pedram Ghamisi J. Benediktsson 64 1,263 0 26 Oct 2019
Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network Sheng Wan Chen Gong P. Zhong Shirui Pan Guangyu Li Jian Yang 81 148 0 26 Sep 2019
A joint 3D UNet-Graph Neural Network-based method for Airway Segmentation from chest CTs Antonio Garcia-Uceda Juarez Raghavendra Selvan Z. Saghir Marleen de Bruijne 52 72 0 22 Aug 2019
Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification Sheng Wan Chen Gong P. Zhong Bo Du Lefei Zhang Jian Yang 53 366 0 14 May 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 791 8,579 0 03 Jan 2019
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 484 20,265 0 30 Oct 2017
Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy S. Moccia Sebastian J. Wirkert H. Kenngott A. Vemuri M. Apitz Benjamin F. B. Mayer E. De Momi L. Mattos L. Maier-Hein 69 51 0 21 Jun 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 516 15,331 0 07 Jun 2017
The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation S. Jégou M. Drozdzal David Vazquez Adriana Romero Yoshua Bengio SSeg 207 1,580 0 28 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 677 29,183 0 09 Sep 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.1K 15,821 0 02 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,441 0 18 May 2015