A review: Deep learning for medical image segmentation using multi-modality fusion

22 April 2020

Papers citing "A review: Deep learning for medical image segmentation using multi-modality fusion"

23 / 23 papers shown

Title
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion Xing Han Huy Nguyen Carl Harris Nhat Ho S. Saria MoE 77 16 0 05 Feb 2024
BreastRegNet: A Deep Learning Framework for Registration of Breast Faxitron and Histopathology Images Negar Golestani Aihui Wang Gregory R Bean M. Rusu MedIm 23 1 0 18 Jan 2024
Variational Probabilistic Fusion Network for RGB-T Semantic Segmentation Baihong Lin Zengrong Lin Yulan Guo Yulan Zhang Jianxiao Zou Shicai Fan 39 5 0 17 Jul 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 32 50 0 13 Feb 2023
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments Abhinav Joshi Naman K. Gupta Jinang Shah Binod Bhattarai Ashutosh Modi Danail Stoyanov OffRL 28 2 0 07 Nov 2022
Probabilistic Integration of Object Level Annotations in Chest X-ray Classification Tom van Sonsbeek Xiantong Zhen Dwarikanath Mahapatra M. Worring 25 13 0 13 Oct 2022
Multimodal Information Fusion for Glaucoma and DR Classification Yihao Li Mostafa EL HABIB DAHO Pierre-Henri Conze Hassan Al Hajj S. Bonnin ... Stephanie Magazzeni R. Tadayoni B. Cochener M. Lamard G. Quellec 11 20 0 02 Sep 2022
Application of belief functions to medical image segmentation: A review Ling Huang S. Ruan Thierry Denoeux EDL MedIm 27 30 0 03 May 2022
S-R2F2U-Net: A single-stage model for teeth segmentation M. K. Dhar Zeyun Yu 23 2 0 06 Apr 2022
Automatic tracing of mandibular canal pathways using deep learning M. K. Dhar Zeyun Yu MedIm 6 3 0 30 Nov 2021
Feature-enhanced Generation and Multi-modality Fusion based Deep Neural Network for Brain Tumor Segmentation with Missing MR Modalities Tongxue Zhou S. Canu P. Vera S. Ruan MedIm 35 42 0 08 Nov 2021
A Tri-attention Fusion Guided Multi-modal Segmentation Network Tongxue Zhou S. Ruan P. Vera S. Canu MedIm 35 45 0 02 Nov 2021
Modality specific U-Net variants for biomedical image segmentation: A survey Narinder Singh Punn Sonali Agarwal SSeg 26 144 0 09 Jul 2021
Latent Correlation Representation Learning for Brain Tumor Segmentation with Missing MRI Modalities Tongxue Zhou S. Canu P. Vera S. Ruan 24 141 0 13 Apr 2021
TransMed: Transformers Advance Multi-modal Medical Image Classification Yin Dai Yifan Gao ViT MedIm 35 280 0 10 Mar 2021
High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey Rosana El Jurdia Caroline Petitjean P. Honeine V. Cheplygina F. Abdallah SSeg MedIm 30 79 0 16 Nov 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 33 544 0 28 Sep 2020
Soft Tissue Sarcoma Co-Segmentation in Combined MRI and PET/CT Data Theresa Neubauer M. Wimmer Astrid Berg David Major Dimitrios Lenis T. Beyer J. Saponjski Katja Bühler 18 7 0 28 Aug 2020
Robust Pancreatic Ductal Adenocarcinoma Segmentation with Multi-Institutional Multi-Phase Partially-Annotated CT Scans Ling Zhang Yu Shi Jiawen Yao Yun Bian Kai Cao D. Jin Jing Xiao Le Lu 19 20 0 24 Aug 2020
Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning S. Devalla T. Pham S. Panda Zhang Liang Giridhar Subramanian ... L. Schmetterer S. Perera Tin Aung Alexandre Hoang Thiery M. Girard 33 29 0 22 Feb 2020
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 36 667 0 16 Oct 2019
MRI Tumor Segmentation with Densely Connected 3D CNN Lele Chen Yue Wu Adora M. DSouza A. Abidin A. Wismüller Chenliang Xu 39 119 0 18 Jan 2018
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 295 10,618 0 19 Feb 2017