Search Results for author: Gen Shi

Found 3 papers, 1 papers with code

Benefit from public unlabeled data: A Frangi filtering-based pretraining network for 3D cerebrovascular segmentation

1 code implementation23 Dec 2023 Gen Shi, Hao Lu, Hui Hui, Jie Tian

In this study, we construct the largest preprocessed unlabeled TOF-MRA datasets (1510 subjects) to date.

Segmentation

Heterogeneous Graph-Based Multimodal Brain Network Learning

no code implementations16 Oct 2021 Gen Shi, Yifan Zhu, Wenjin Liu, Quanming Yao, Xuesong Li

Other experiments also indicate that our proposed model with a pretraining strategy alleviates the problem of limited labelled data and yields a significant improvement in accuracy.

Disease Prediction

Will a Blind Model Hear Better? Advanced Audiovisual Recognition System with Brain-Like Compensating and Gating

no code implementations29 Sep 2021 Zhengliang Wu, Gen Shi

Multi-modal data (e. g., audio-visual inputs, various medical images) fusion neural networks has draw more attention recently with growing number of models and training techniques being proposed.

speech-recognition Speech Recognition

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