Multi-modal MRIBrain tumor segmentationMulti-modal feature fusion3D wide focusingMulti-modal MRI has become a valuable tool in medical imaging for diagnosing and investigating brain tumors, as it provides complementary information from multiple modalities. However, traditional methods for multi-modal MRI ...
利用intra-和inter-modality关系的VQA模型 这周阅读了CVPR 2019的一篇有关VQA的文章Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering,由港中文、自动化所、清华等机构联合发表,最大的亮点是同时考虑了intra-modality relation(模态内部关系)和inter-modality relation(跨模态...
Deep learningInter-modality information interactionMulti-modalBreast tumor segmentation is critical to the diagnosis and treatment of breast cancer. In clinical ... C Peng,Y Zhang,J Zheng,... - 《Computerized Medical Imaging & Graphics》 被引量: 0发表: 2022年 Brain tumor segmentation with corner...
Machine Learning in Medical Imaging(MLMI 2018) Xiaohuan Cao, Jianhuan Yang, Li Wang, Zhong Xue, Qian Wang& Dinggang Shen Part of the book series:Lecture Notes in Computer Science((LNIP,volume 11046)) Included in the following conference series: ...
Inter-modality Attention:跨模态的attention,从文本模态中提取有利于音频模态的信息,需要将音频作为query,文本作为key、value,反之亦然。 Intra-modality Attention:考虑到不同模态本身性质不同,也可能会引入模态间的噪声,又引入了一个模态内的attention,用于平衡跨模态学到的信息与单一模态学到的信息。基本思路是先用单...
Hence, we propose bootstrap inter–intra modality at once (BIMO), an unsupervised representation learning method based on time series. Unlike previous works, the proposed BIMO method learns both inter-sample and intra-temporal modality representations simultaneously without negative pairs. BI...
From the self-attention learning of... X Shen,D Han,CC Chang,... - 《Ieice Transactions on Information & Systems》 被引量: 0发表: 2022年 Self-Attention Based Image Feature Representation for Medical Visual Question Answering Medical Visual Question Answering is an emerging field which uses ...
Analysis of student sentiment during video class with multilayer deep learning approach For output measure, we divide the final output result as attentive, inattentive, understand, and neutral. Showing the output in real-time online class ... I Salehin,NN Moon,IM Talha,... - International Journ...
Hence, we propose bootstrap inter–intra modality at once (BIMO), an unsupervised representation learning method based on time series. Unlike previous works, the proposed BIMO method learns both inter-sample and intra-temporal modality representations simultaneously without negative pairs. BIMO comprises...
The transfer stimuli were two touch signals of a different kind from that in the learning task, air-puffs, and sounds or lights for the blind and deaf and their control groups respectively. The results showed that the initial touch discrimination transferred only to another kind of touch ...