Leaf-Face Classifier Based on an Integrated Electrochemical Tongue and Machine Learning.

Botanical sourcing seriously impacts the safety and potency of herbal medicines, restricting the development of the traditional Chinese medicinal industry. Rapid and convenient identification of plant resources is important to address this problem. Herein, we innovated a portable, intelligent, and integrated platform, termed the Smart Electronic Tongue (SET), for right recognizing bonsai of different subspecies and origins.

Antidiabetic Close Loop Based on Wearable DNA-Hydrogel Glucometer and Implantable Optogenetic Cells.

Diabetes mellitus and its associated secondary complications have become a pressing global healthcare issue. The current integrated theranostic plan involves a glucometer-tandem pump. However, external condition-responsive insulin delivery systems utilizing rigid glucose sensors pose challenges in on-demand, long-term insulin administration.

An operating method with lateral scan for reducing the error in topography caused by the tip-sample angle in atomic force microscopy.

The atomic force microscopes (AFM) images are obtained by keeping the bending of the cantilever unchanged in contact mode. However, it is found that changes in the tip-sample angle during parallel scan result in error in the topographic image. It is also discovered that measurement results obtained in the blind scan region contained large errors.

Novel operation mode for eliminating influence of inclination angle and friction in atomic force microscopy.

The accuracy of topography imaging in contact force mode of atomic force microscopy (AFM) depends on the one-to-one corresponding relationship between the cantilever deflection and the tip-sample distance, whereas such a relationship cannot be always achieved in the presence of friction and incline angle of sample surface. Recently, we have developed a novel operation mode in which we keep the van der Waals force as constant instead of the applied normal force, to eliminate the effect of inclination angle and friction on topography imaging in the contact force mode. We have improved our AFM to enable the new operation mode for validation.