1.Opportunities and Challenges of Artificial Intelligence Assisted Blood Cell Morphology Examination
Xinrui FENG ; Weiru WU ; Xiaoli ZHANG ; Zhong YANG ; Qinghua BI
Journal of Modern Laboratory Medicine 2025;40(1):189-195
Blood cell morphology examination is the foundation and important means of diagnosing blood diseases. Artificial intelligence (AI) assisted blood cell morphology examination compensates for the shortcomings of artificial microscopy in the early detection and diagnosis of blood diseases,improves diagnostic efficiency,accuracy,and sensitivity,greatly reduces labor and time costs,significantly improves medical quality,and promotes personalized health care. Traditional manual microscopy is still the standard method in clinical practice in China. In order to encourage the improvement and development of intelligence-assisted blood cell morphology examination,this article discusses the current situation and characteristics of intelligence-assisted blood cell morphology examination. Considering the standardization,database,and ethical issues of automated blood cell morphology analysis,some challenges and limitations are summarized and analyzed,which can support the diagnosis of blood diseases and assist researchers and clinical doctors in the future.
2.The application of artificial intelligence in clinical hematology laboratory teaching
Xinrui FENG ; Weiru WU ; Xiaoli ZHANG ; Zhong YANG ; Youcai DENG ; Qinghua BI
Chinese Journal of Laboratory Medicine 2025;48(2):286-291
This article focuses on the application of artificial intelligence in clinical hematology laboratory teaching. By analyzing the current situation of clinical hematology test teaching and combining the advantages of artificial intelligence technology, this paper explores its application prospects in clinical hematology laboratory teaching from multiple perspectives, such as case library construction, atlas resource library construction, virtual simulation training, auxiliary teaching, and clinical thinking training, and analyzes the possible problems of artificial intelligence in teaching practice.
3.Construction and application of a graded early mobility path for critically ill adult patients
Bing LI ; Sheng TANG ; Yanlan MA ; Lingyu SHEN ; Qinghua ZHAO ; Ping LUO ; Mengjie BI
Chinese Journal of Nursing 2025;60(17):2102-2110
Objective To develop a graded early mobility implementation pathway for critically ill adult patients in tertiary hospitals in Beijing and to preliminarily validate its feasibility and effectiveness.Methods Based on the"goal-directed"early mobility concept,a graded early mobility implementation pathway for critically ill patients was developed through evidence synthesis and the Delphi method,consisting of 3 components:patient inclusion,mobility implementation,and mobility evaluation.Using convenience sampling,patients meeting inclusion criteria in the general ICU of a tertiary hospital in Beijing from October 2024 to January 2025 were selected as participants.Among them,25 patients admitted from December 2024 to January 2025 were assigned to an experimental group and received early mobility interventions following the developed pathway.25 patients admitted from October to November 2024 served as a control group and received routine ICU mobility care.Outcomes including diaphragm excursion,muscle strength,ICU length of stay,and adverse events were compared between the 2 groups.Results The graded early mobility pathway achieved an implementation rate of 70.05%in the experimental group,significantly higher than it in the control group(P<0.001),without increasing adverse events.Post-intervention diaphragm excursion in the experimental group was significantly greater than that in the control group(P=0.018).Conclusion The developed graded early mobility implementation pathway for ICU patients demonstrates scientific rigor and clinical practicality.It provides a reference for the widespread and effective implementation of early mobility in ICUs,standardizing its clinical application.
4.The application of artificial intelligence in clinical hematology laboratory teaching
Xinrui FENG ; Weiru WU ; Xiaoli ZHANG ; Zhong YANG ; Youcai DENG ; Qinghua BI
Chinese Journal of Laboratory Medicine 2025;48(2):286-291
This article focuses on the application of artificial intelligence in clinical hematology laboratory teaching. By analyzing the current situation of clinical hematology test teaching and combining the advantages of artificial intelligence technology, this paper explores its application prospects in clinical hematology laboratory teaching from multiple perspectives, such as case library construction, atlas resource library construction, virtual simulation training, auxiliary teaching, and clinical thinking training, and analyzes the possible problems of artificial intelligence in teaching practice.
5.Construction and application of a graded early mobility path for critically ill adult patients
Bing LI ; Sheng TANG ; Yanlan MA ; Lingyu SHEN ; Qinghua ZHAO ; Ping LUO ; Mengjie BI
Chinese Journal of Nursing 2025;60(17):2102-2110
Objective To develop a graded early mobility implementation pathway for critically ill adult patients in tertiary hospitals in Beijing and to preliminarily validate its feasibility and effectiveness.Methods Based on the"goal-directed"early mobility concept,a graded early mobility implementation pathway for critically ill patients was developed through evidence synthesis and the Delphi method,consisting of 3 components:patient inclusion,mobility implementation,and mobility evaluation.Using convenience sampling,patients meeting inclusion criteria in the general ICU of a tertiary hospital in Beijing from October 2024 to January 2025 were selected as participants.Among them,25 patients admitted from December 2024 to January 2025 were assigned to an experimental group and received early mobility interventions following the developed pathway.25 patients admitted from October to November 2024 served as a control group and received routine ICU mobility care.Outcomes including diaphragm excursion,muscle strength,ICU length of stay,and adverse events were compared between the 2 groups.Results The graded early mobility pathway achieved an implementation rate of 70.05%in the experimental group,significantly higher than it in the control group(P<0.001),without increasing adverse events.Post-intervention diaphragm excursion in the experimental group was significantly greater than that in the control group(P=0.018).Conclusion The developed graded early mobility implementation pathway for ICU patients demonstrates scientific rigor and clinical practicality.It provides a reference for the widespread and effective implementation of early mobility in ICUs,standardizing its clinical application.
6.Opportunities and Challenges of Artificial Intelligence Assisted Blood Cell Morphology Examination
Xinrui FENG ; Weiru WU ; Xiaoli ZHANG ; Zhong YANG ; Qinghua BI
Journal of Modern Laboratory Medicine 2025;40(1):189-195
Blood cell morphology examination is the foundation and important means of diagnosing blood diseases. Artificial intelligence (AI) assisted blood cell morphology examination compensates for the shortcomings of artificial microscopy in the early detection and diagnosis of blood diseases,improves diagnostic efficiency,accuracy,and sensitivity,greatly reduces labor and time costs,significantly improves medical quality,and promotes personalized health care. Traditional manual microscopy is still the standard method in clinical practice in China. In order to encourage the improvement and development of intelligence-assisted blood cell morphology examination,this article discusses the current situation and characteristics of intelligence-assisted blood cell morphology examination. Considering the standardization,database,and ethical issues of automated blood cell morphology analysis,some challenges and limitations are summarized and analyzed,which can support the diagnosis of blood diseases and assist researchers and clinical doctors in the future.
7.Enhancing definitive hematopoiesis signals improves the efficiency of natural killer cell generation derived from human embryonic stem cells
Zhaohui ZHANG ; Xiaofeng YIN ; Boning XU ; Qinghua BI ; Qiangqiang LAI ; Yan JI ; Tao LIU ; Limeng DAI ; Gaoke LIU ; Youcai DENG
Immunological Journal 2023;39(10):839-846
This study explores the effects of enhancing the definitive hematopoiesis(DH)signals during the differentiation of human embryonic stem cells(hESCs)into hematopoietic stem/progenitor cells on the generation efficiency and effector function of natural killer(NK)cells generated from hESCs(also known as hESC-NK cells).The hESC(H1)were transformed into embryoid bodies(Ebs)by centrifugation,and during the induction of K562,were used to analyze the efficiency of hematopoietic differentiation,the efficiency of NK cell generation from hESC,the in vitro effector functions,and the expression of effector function related surface receptors.Compared to the control group,the DH group had a significant increase in the number of arterial hematopoietic endothelial cells(CD34+DLL4+)and a significant decrease in primitive hematopoietic related cells(CD34-CD43+)on day 8 of hematopoietic differentiation(P<0.05).On day 28 of NK cell differentiation,the DH group demonstrated a significant increase in the number of NK cells(CD45+CD56+),while a slight increase in the expression of effector function-related molecules such as IFN-γ,Granzyme B,Perforin and CD107a without statistical significance.Furthermore,the activation receptors CD16a and CD69 were significantly increased,NKP46 was significantly decreased,the inhibitory receptor NKG2A was significantly increased,while CD96 was significantly decreased on hESC-NK cells of DH groups(P<0.05).Conclusively,enhancing the signals for definitive hematopoiesis during hESC differentiation into hematopoietic stem/progenitor cells significantly improves the yield of NK cells and the expression of CD16a without affecting their in vitro effector functions.Our study provides a new approach to improving the efficiency of hESC-NK cell or iPSC-NK cell generation.
8.Chinese expert consensus on the overall management of liver function in conversion therapy for liver cancer (2022 edition).
Qinghua MENG ; Zhengqiang YANG ; Zhenyu ZHU ; Juan LI ; Xinyu BI ; Xiao CHEN ; Chunyi HAO ; Zhen HUANG ; Fei LI ; Xiao LI ; Guangming LI ; Yinmo YANG ; Yefan ZHANG ; Haitao ZHAO ; Hong ZHAO ; Xu ZHU ; Jiye ZHU ; Jianqiang CAI
Chinese Medical Journal 2023;136(24):2909-2911
9.The effect and mechanism of rt-PA combined with high pressure oxygen on cerebral ischemia-reperfusion inj ury in rats
Qingguo BI ; Chunlan LIU ; Jianhui FU ; Qinghua LI ; Xinjuan CHU ; Weizhong XIAO
Journal of Xi'an Jiaotong University(Medical Sciences) 2016;37(3):372-377
Objective To evaluate the effect and mechanism of rt-PA combined with high pressure oxygen (HPO)on cerebral ischemia-reperfusion injury in rats.Methods The model of cerebral ischemia-reperfusion injury was constructed by using middle cerebral artery occlusion.The neurological function score;brain index,water content and infarction volume;SOD;LDH;NOS;MDA;LD;NO and NOS were measured.The protein and mRNA expressions of iNOS,BDNF,p75NTR and TrkB were also detected by RT-PCR and Western blot to evaluate and compare the protective effect of rt-PA combined HPO therapy. Results rt-PA combined HPO could significantly decrease the neurological function score;brain index,water content,and infarction volume;SOD;NOS;MDA;LD;NO and NOS but increase LDH content and the weight of rats,compared with rt-PA.In addition,rt-PA combined HPO could increase BNDF and TrKB expressions and downregulate the expressions of iNOS and p75NTR,compared with rt-PA (P<0.05).Conclusion The rt-PA combined HPO therapy has a greater protective effect than rt-PA therapy and its mechanism might be related to having antioxidant effects, increasing the expressions of BDNF and TrKB,and decreasing the expressions of iNOS and p75NTR.
10.The effects of six-minute walking exercise on exercise tolerance and the left ventricular diastolic function of heart failure patients with a normal ejection fraction
Zhaoqiang DONG ; Jing GUO ; Weidong JIANG ; Shaojie BI ; Lin HAO ; Qinghua LU
Chinese Journal of Physical Medicine and Rehabilitation 2013;(1):17-20
Objective To investigate the effects of 6-minutes of walking exercise (6-MWE) on the exercise tolerance and left ventricular diastolic function (LVDF) of heart failure patients with a normal ejection fraction (HFNEFs).Methods Ninety grade Ⅱ or Ⅲ HFNEFs of the New York heart association (NYHA) were randomly divided into an exercise training group and a control group with 45 cases in each.The control group was treated with routine drugs.The exercise training group was treated with the same drugs plus 6-MWE.Before and after the sixmonth period of treatment,plasma N-terminal pro-brain natriuretic peptide (NT-proBNP) levels were determined,each subject's left atrial volume index (LAVI) was measured with a color ultrasonic cardiogram (UCG),and their 6-minute walk distance (6-MWD) was measured.Results Plasma NT-proBNP levels and 6-MWD improved significantly comparing with before treatment in both groups.The average 6-MWD,LAVI and plasma NT-proBNP level all improved significantly more in the experimental group.Conclusion 6-MWE can significantly improve the exercise tolerance and LVDF of HFNEFs,and improve their quality of life.Walking can be helpful in delaying the development of HFNEF.

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