Research progress on intelligent assessment system for upper limb function of stroke patients / 生物医学工程学杂志

At present, the upper limb function of stroke patients is often assessed clinically using a scale method, but this method has problems such as time-consuming, poor consistency of assessment results, and high participation of rehabilitation physicians. To overcome the shortcomings of the scale method, intelligent upper limb function assessment systems combining sensors and machine learning algorithms have become one of the hot research topics in recent years. Firstly, the commonly used clinical upper limb functional assessment methods are analyzed and summarized. Then the researches on intelligent assessment systems in recent years are reviewed, focusing on the technologies used in the data acquisition and data processing parts of intelligent assessment systems and their advantages and disadvantages. Lastly, the current challenges and future development directions of intelligent assessment systems are discussed. This review is hoped to provide valuable reference information for researchers in related fields.

A smart near-infrared spectroscopy evaluation system for quality management of Chinese medicinal materials based on quality markers / 药学学报

The quality of traditional Chinese medicine (TCM) is the lifeline for TCM industry. The development of artificial intelligence (AI) has provided new means for the quality management of Chinese medicinal materials (CMM). In this paper, we take the quality marker (Q-marker) as a breakthrough point, focused on the research strategy from chemical markers to Q-markers, picked up the characteristics of the Q-markers from the near infrared spectrum (NIRS), and explored the feasibility of establishing the NIRS assay based on Q-marker. After integrated the biological activity detection and artificial neural network algorithm, we try to establish the relationship between the spectral properties of NIRS and specific efficacy of the CMM. Finally, the bottlenecks will be solved that related to the transmission and traceability of quality attributes in the process of TCM production, quantity change, overall quality management and so on. This system is going to improve TCM quantity scientific and intelligent supervision, and promote the upgrading of traditional TCM industry.

Establishment and application of intelligent evaluation system for scientific research performance / 中华医学科研管理杂志

Objective The study built a scientific performance assessing model by using information technology to construct an intelligent reviewing system,in order to provide intelligent and normalized evaluation services for scientific research performance.Methods A comprehensive and novel practical scientific performance reviewing system was established to provide objective evaluation of scientific output,which was based on accumulated experience in Fuwai Hospital and ample discussion by the experts of academic committee.Results Scientific performance assessment service,which carried out by the collaboration of scientific research management department and informational technology center,were including senior professional title self-assessing system,annual scientific research performance assessing system on both the department basis and individual basis.All the service received satisfactory effect making the assessing service from manual to intelligent.It helps the assessment result turn into openness,fairness and justice.The establishment of the intelligent scientific performance assessing system broaden the mind and provide the basis for the further scientific reward self-evaluation,scientific project application conditions filtering,technology professionals intelligent screening,supervising qualification self-evaluation and scientific project self-reviewing etc.Conclusions The establishment of scientific performance reviewing system effectively avoided the subjective influence,provided timely,highly efficient and accurate evaluating service and comparative analysis,enabling the assessment result much more objective and fair.It merits the promotional value.