A research paper by scientists from Guangzhou University of Chinese Medicine described a framework that leverages bionic, wearable electrocardiogram (ECG) sensor technologies along with multimodal large language models using a coherent temporal modeling effort to address the intertwining of fine-grained temporal dependencies, heterogeneous biomedical modalities, and interpretable risk stratification.

The new research paper, published on Mar. 02 in the journal Cyborg and Bionic Systems, unveiled a first-of-its-kind intelligent cardiovascular monitoring framework that merges bionic wearable ECG technology with multimodal large language models, achieving unprecedented accuracy in early myocardial ischemia detection and post-reperfusion risk stratification.

A research paper by scientists from East China University of Science and Technology, University of Applied Sciences Campus Vienna, and other institutions proposed a domain generalization model (DGIFE) for electroencephalography (EEG) signals, featuring structured feature decoupling and fine-grained data augmentation to address the domain bias challenge in cross-subject brain-computer interface (BCI) applications.

The new research paper, published on Feb. 24 in the journal Cyborg and Bionic Systems, presented the development, validation, and optimization of the DGIFE model, demonstrating its superior generalization performance and noise robustness across multiple public datasets, providing an effective solution for practical BCI deployment.

Nature has long inspired some of engineering's most remarkable innovations. For more than 500 million years, the blood-sucking lamprey has survived in turbulent rivers by clinging tightly to prey and rocks. Now, researchers have turned this ancient biological strategy into a technological breakthrough, overcoming a longstanding challenge in robotics: enabling strong, reliable attachment to extremely rough surfaces in both air and water.

A research team from Peking University has developed a “hybrid adhesion suction disc” inspired by the lamprey's unique mouth structure. This compact device can adapt to almost any surface and lift objects hundreds of times its own weight, offering a breakthrough for for new applications in amphibious robotics, deep-sea exploration, and underwater manipulation.

They published their findings on February 24 in the journal Cyborg and Bionic Systems.