Symbolic Semantic Segmentation and Interpretation of COVID-19 Lung Infections in Chest CT volumes based on Emergent Languages

22 August 2020

Aritra Chowdhury

Alberto Santamaria-Pang

Papers citing "Symbolic Semantic Segmentation and Interpretation of COVID-19 Lung Infections in Chest CT volumes based on Emergent Languages"

22 / 22 papers shown

Title
ESCELL: Emergent Symbolic Cellular Language Aritra Chowdhury James R. Kubricht A. Sood Peter Tu Alberto Santamaria-Pang 29 3 0 18 Jul 2020
Towards Emergent Language Symbolic Semantic Segmentation and Model Interpretability Alberto Santamaria-Pang James R. Kubricht Aritra Chowdhury Chitresh Bhushan Peter Tu MedIm 32 13 0 18 Jul 2020
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images Deng-Ping Fan Tao Zhou Ge-Peng Ji Yi Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao 46 972 0 22 Apr 2020
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation Yu-Huan Wu Shanghua Gao Jie Mei Jun Xu Deng-Ping Fan Chao Zhao Ming-Ming Cheng 54 380 0 15 Apr 2020
Harmony-Search and Otsu based System for Coronavirus Disease (COVID-19) Detection using Lung CT Scan Images V. Rajinikanth N. Dey A. Raj Aboul Ella Hassanien K. Santosh N. M. Raja 32 121 0 06 Apr 2020
Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19 F. Shi Jun Wang Jun Shi Zi-xiang Wu Qian Wang Zhenyu Tang Kelei He Yinghuan Shi Dinggang Shen 100 1,058 0 06 Apr 2020
Severity Assessment of Coronavirus Disease 2019 (COVID-19) Using Quantitative Features from Chest CT Images Zhenyu Tang Wei Zhao Xingzhi Xie Zheng Zhong F. Shi Jun Liu Dinggang Shen 62 171 0 26 Mar 2020
Large-Scale Screening of COVID-19 from Community Acquired Pneumonia using Infection Size-Aware Classification Feng Shi Liming Xia Fei Shan Dijia Wu Ying Wei Huan Yuan Huiting Jiang Yaozong Gao H. Sui Dinggang Shen 37 198 0 22 Mar 2020
Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithm Mateusz Buda Ashirbani Saha Maciej A. Mazurowski 96 267 0 09 Jun 2019
Emergence of Compositional Language with Deep Generational Transmission Michael Cogswell Jiasen Lu Stefan Lee Devi Parikh Dhruv Batra 88 49 0 19 Apr 2019
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 101 6,138 0 18 Jul 2018
CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation D. Jin Ziyue Xu Youbao Tang Adam P. Harrison D. Mollura MedIm 90 185 0 11 Jun 2018
Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input Angeliki Lazaridou Karl Moritz Hermann K. Tuyls S. Clark LLMAG 67 216 0 11 Apr 2018
Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks M. Anthimopoulos Stergios Christodoulidis L. Ebner Thomas Geiser Andreas Christe Stavroula Mougiakakou 41 115 0 16 Mar 2018
Emergent Translation in Multi-Agent Communication Jason D. Lee Kyunghyun Cho Jason Weston Douwe Kiela 108 68 0 12 Oct 2017
Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models Wojciech Samek Thomas Wiegand K. Müller XAI VLM 72 1,189 0 28 Aug 2017
Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols Serhii Havrylov Ivan Titov LLMAG 70 288 0 31 May 2017
Multi-Agent Cooperation and the Emergence of (Natural) Language Angeliki Lazaridou A. Peysakhovich Marco Baroni LLMAG 115 432 0 21 Dec 2016
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 315 5,364 0 03 Nov 2016
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 297 20,003 0 07 Oct 2016
A Survey of Semantic Segmentation Martin Thoma SSeg 42 244 0 21 Feb 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,133 0 18 May 2015