MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image
Segmentation

MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation

16 May 2021

Abhishek Srivastava

Debesh Jha

Haavard D. Johansen

Michael A. Riegler

Papers citing "MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation"

12 / 12 papers shown

Title
FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention Jun Zeng KC Santosh Deepak Rajan Nayak Thomas de Lange Jonas Varkey Tyler Berzin Debesh Jha ViT MedIm 33 0 0 18 Apr 2025
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends Jiaxin Mei Tao Zhou Kaiwen Huang Yizhe Zhang Yi Zhou Ye Wu Huazhu Fu 149 12 0 20 Jan 2025
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Yimu Pan Sitao Zhang Alison D. Gernand Jeffery A. Goldstein J. Z. Wang 70 1 0 17 Dec 2024
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation Dinh-Phu Tran Quoc-Anh Nguyen Van-Truong Pham Thi-Thao Tran ViT MedIm 19 5 0 24 Jul 2024
LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation Ngoc-Du Tran Thi-Thao Tran Quang-Huy Nguyen Manh-Hung Vu Van-Truong Pham MedIm ViT 33 1 0 04 Apr 2024
Edge-aware Feature Aggregation Network for Polyp Segmentation Tao Zhou Yizhe Zhang Geng Chen Yi Zhou Ye Wu Deng-Ping Fan 128 6 0 19 Sep 2023
FCB-SwinV2 Transformer for Polyp Segmentation Kerr Fitzgerald B. Matuszewski ViT MedIm 13 12 0 02 Feb 2023
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge Sharib Ali N. Ghatwary Debesh Jha Ece Isik Polat Gorkem Polat ... Dominique Lamarque R. Cannizzaro S. Realdon Thomas de Lange J. East 22 64 0 24 Feb 2022
Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation T. M. Khan Syed S. Naqvi Erik H. W. Meijering SSeg 18 24 0 21 Dec 2021
GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentation Abhishek Srivastava S. Chanda Debesh Jha Umapada Pal Sharib Ali MedIm 17 23 0 20 Nov 2021
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 278 10,599 0 19 Feb 2017
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 432 15,595 0 02 Nov 2015