C Zhang, W Fan, H Li, C Chen - Knowledge-Based Systems, 2024 - Elsevier
Multi-modal classification has demonstrated its superiority over conventional single-modal based methods on Alzheimer's disease (AD) diagnosis, and multi-modal feature selection …
M Bian, Y Ren, G He, G Feng, X Zhang - Information Sciences, 2024 - Elsevier
Transformer is emerging as a promising model with intrinsic traits in various multi-modal applications. Edge computing has provided an efficient platform for computationally-weak …
S Yuan, H Li, X Qian, M Hao, Y Zhai… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Recently, outsourcing machine learning inference services to the cloud has become increasingly popular. The inference process, however, remains an open question on how to …
Accurate privacy-preserving prediction using electronic health record (EHR) data distributed in multiple hospitals is essential to enable stakeholders related to healthcare services to …
Confidential inference (CI) involves leveraging data encryption to safeguard privacy while allowing inference on encrypted data. Various cryptographic methods, such as …
Over the past decade, machine learning (ML) has experienced rapid progress, extending from traditional image recognition tasks to advanced applications such as healthcare …