Multi-scale Feature Fusion Convolutional Neural Network for Multi-Modal Medical Image Fusion

Author:

Liu Jingjing1ORCID,Zhang Li1ORCID,Guo Aiying1ORCID,Gao Yuan1ORCID,Zheng Yumei2ORCID

Affiliation:

1. Shanghai University, China

2. Henan Normal University, China

Funder

National Natural Science Foundation of Shanghai

National Natural Science Foundation of China

Publisher

ACM

Reference12 articles.

1. Multimodal Medical Image Registration and Fusion for Quality Enhancement

2. Muhammad Adeel Azam , Khan Bahadar Khan , Sana Salahuddin , Eid Rehman , Sajid Ali Khan , Muhammad Attique Khan , Seifedine Kadry , and Amir  H Gandomi . 2022. A review on multimodal medical image fusion: Compendious analysis of medical modalities, multimodal databases, fusion techniques and quality metrics. Computers in biology and medicine 144 ( 2022 ), 105253. Muhammad Adeel Azam, Khan Bahadar Khan, Sana Salahuddin, Eid Rehman, Sajid Ali Khan, Muhammad Attique Khan, Seifedine Kadry, and Amir H Gandomi. 2022. A review on multimodal medical image fusion: Compendious analysis of medical modalities, multimodal databases, fusion techniques and quality metrics. Computers in biology and medicine 144 (2022), 105253.

3. Satishkumar  S Chavan , Abhishek Mahajan , Sanjay  N Talbar , Subhash Desai , Meenakshi Thakur , and Anil D’cruz . 2017. Nonsubsampled rotated complex wavelet transform (NSRCxWT) for medical image fusion related to clinical aspects in neurocysticercosis. Computers in biology and medicine 81 ( 2017 ), 64–78. Satishkumar S Chavan, Abhishek Mahajan, Sanjay N Talbar, Subhash Desai, Meenakshi Thakur, and Anil D’cruz. 2017. Nonsubsampled rotated complex wavelet transform (NSRCxWT) for medical image fusion related to clinical aspects in neurocysticercosis. Computers in biology and medicine 81 (2017), 64–78.

4. An overview of multi-modal medical image fusion

5. Ruichao Hou , Dongming Zhou , Rencan Nie , Dong Liu , and Xiaoli Ruan . 2019. Brain CT and MRI medical image fusion using convolutional neural networks and a dual-channel spiking cortical model. Medical & biological engineering & computing 57 ( 2019 ), 887–900. Ruichao Hou, Dongming Zhou, Rencan Nie, Dong Liu, and Xiaoli Ruan. 2019. Brain CT and MRI medical image fusion using convolutional neural networks and a dual-channel spiking cortical model. Medical & biological engineering & computing 57 (2019), 887–900.

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