Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced
Medical Image Classification and Segmentation

Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and Segmentation

27 September 2024

Md. Farhadul Islam

Meem Arafat Manab

Mohammad Rakibul Hasan Mahin

Md. Tanzim Reza

Md. Zahidul Hasan

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Papers citing "Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and Segmentation"

19 / 19 papers shown

Title
Involution Fused ConvNet for Classifying Eye-Tracking Patterns of Children with Autism Spectrum Disorder Md. Farhadul Islam Meem Arafat Manab J. Mondal Sarah Zabeen Fardin Bin Rahman Md. Zahidul Hasan Farig Sadeque Jannatun Noor 67 4 0 07 Jan 2024
Computational Pathology: A Survey Review and The Way Forward Mahdi S. Hosseini B. Bejnordi Vincent Quoc-Huy Trinh Danial Hasan Xing-gen Li ... Fatemeh Chaji A. Salehi Bich Ngoc Nguyen Dimitris Samaras Konstantinos N. Plataniotis OOD 48 27 0 11 Apr 2023
UNeXt: MLP-based Rapid Medical Image Segmentation Network Jeya Maria Jose Valanarasu Vishal M. Patel SSeg 69 508 0 09 Mar 2022
GIU-GANs: Global Information Utilization for Generative Adversarial Networks Yongqi Tian Xueyuan Gong Jialin Tang Fuchun Sun Xiaoxiang Liu Xinyuan Zhang 30 4 0 25 Jan 2022
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects Ange Lou Shuyue Guan Hanseok Ko Murray H. Loew 182 196 0 16 Aug 2021
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation Abhishek Srivastava Debesh Jha S. Chanda Umapada Pal Haavard D. Johansen Dag Johansen Michael A. Riegler Sharib Ali Pål Halvorsen 82 204 0 16 May 2021
Soft-Attention Improves Skin Cancer Classification Performance S. Datta Mohammad Abuzar Shaikh H. Srihari Mingchen Gao 43 107 0 05 May 2021
Involution: Inverting the Inherence of Convolution for Visual Recognition Duo Li Jie Hu Changhu Wang Xiangtai Li Qi She Lei Zhu Tong Zhang Qifeng Chen BDL 72 304 0 10 Mar 2021
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation Jeya Maria Jose Valanarasu Poojan Oza Ilker Hacihaliloglu Vishal M. Patel ViT MedIm 105 989 0 21 Feb 2021
TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation Jieneng Chen Yongyi Lu Qihang Yu Xiangde Luo Ehsan Adeli Yan Wang Le Lu Alan Yuille Yuyin Zhou ViT MedIm 98 3,492 0 08 Feb 2021
U-Net and its variants for medical image segmentation: theory and applications N. Siddique Sidike Paheding Colin P. Elkin Vijay Devabhaktuni SSeg 102 1,089 0 02 Nov 2020
Method to Classify Skin Lesions using Dermoscopic images Dusa Sai Charan Hemanth Nadipineni Subin Sahayam Umarani Jayaraman MedIm 26 28 0 21 Aug 2020
PraNet: Parallel Reverse Attention Network for Polyp Segmentation Deng-Ping Fan Ge-Peng Ji Tao Zhou Geng Chen Huazhu Fu Jianbing Shen Ling Shao ODL 220 1,172 0 13 Jun 2020
Kvasir-SEG: A Segmented Polyp Dataset Debesh Jha P. Smedsrud Michael A. Riegler Pål Halvorsen Thomas de Lange Dag Johansen Haavard D. Johansen 188 1,171 0 16 Nov 2019
Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC) Noel Codella V. Rotemberg P. Tschandl M. E. Celebi Stephen W. Dusza ... Aadi Kalloo Konstantinos Liopyris Michael Marchetti Harald Kittler Allan Halpern 107 1,189 0 09 Feb 2019
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 101 6,160 0 18 Jul 2018
Road Extraction by Deep Residual U-Net Zhengxin Zhang Qingjie Liu Yunhong Wang SSeg 80 2,131 0 29 Nov 2017
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 321 20,023 0 07 Oct 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 775 36,861 0 25 Aug 2016