Leveraging Image Complexity in Macro-Level Neural Network Design for
Medical Image Segmentation

Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation

21 December 2021

Erik H. W. Meijering

Papers citing "Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation"

14 / 14 papers shown

Title
Medical Imaging Complexity and its Effects on GAN Performance William Cagas Chan Ko Blake Hsiao Shryuk Grandhi Rishi Bhattacharya Kevin Zhu Michael Lam MedIm 31 1 0 23 Oct 2024
LSSF-Net: Lightweight Segmentation with Self-Awareness, Spatial Attention, and Focal Modulation Hamza Farooq Zuhair Zafar Ahsan Saadat Tariq M Khan Shahzaib Iqbal Imran Razzak 50 3 0 03 Sep 2024
Generalization Capabilities of Neural Cellular Automata for Medical Image Segmentation: A Robust and Lightweight Approach Steven Korevaar Ruwan Tennakoon A. Bab-Hadiashar OOD 30 0 0 28 Aug 2024
EUIS-Net: A Convolutional Neural Network for Efficient Ultrasound Image Segmentation Shahzaib Iqbal Hasnat Ahmed Muhammad Sharif Madiha Hena Tariq M. Khan Imran Razzak 35 3 0 22 Aug 2024
TESL-Net: A Transformer-Enhanced CNN for Accurate Skin Lesion Segmentation Shahzaib Iqbal Muhammad Zeeshan Mehwish Mehmood Tariq M. Khan Imran Razzak ViT MedIm 24 1 0 19 Aug 2024
Region Guided Attention Network for Retinal Vessel Segmentation Syed Javed Tariq Mahmood Khan Abdul Qayyum Arcot Sowmya Imran Razzak MedIm 35 2 0 22 Jul 2024
Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images Syed Javed Tariq Mahmood Khan Abdul Qayyum Arcot Sowmya Imran Razzak SSeg 45 6 0 27 May 2024
ESDMR-Net: A Lightweight Network With Expand-Squeeze and Dual Multiscale Residual Connections for Medical Image Segmentation Tariq Mahmood Khan Syed S. Naqvi Erik H. W. Meijering 34 6 0 17 Dec 2023
Human Gait Recognition using Deep Learning: A Comprehensive Review Muhammad Imran Sharif Mehwish Mehmood Muhammad Irfan Sharif Md. Palash Uddin CVBM 29 0 0 18 Sep 2023
Minimum Description Length Clustering to Measure Meaningful Image Complexity Louis Mahon Thomas Lukasiewicz 24 9 0 26 Jun 2023
Progressive Class-Wise Attention (PCA) Approach for Diagnosing Skin Lesions Asim Naveed Syed S. Naqvi Tariq Mahmood Khan Imran Razzak 31 1 0 11 Jun 2023
Neural Network Compression by Joint Sparsity Promotion and Redundancy Reduction T. M. Khan Syed S. Naqvi A. Robles-Kelly Erik H. W. Meijering 36 7 0 14 Oct 2022
A Residual Encoder-Decoder Network for Segmentation of Retinal Image-Based Exudates in Diabetic Retinopathy Screening M. A. Manan T. M. Khan Ahsan Saadat Muhammad Arsalan Syed S. Naqvi MedIm 15 3 0 16 Jan 2022
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,639 0 02 Nov 2015