1.Analysis of hyperopic reserve status and associated factors among preschool children in Jiading District, Shanghai
Chinese Journal of School Health 2026;47(7):1031-1035
Objective:
To investigate the current status of hyperopic reserve among preschool children and to determine the associations with genetic and behavioral factors, so as to provide evidence for early intervention strategies and the development of working protocols for myopia prevention with a forward shift of the prevention threshold.
Methods:
A total of 924 preschool children (3-6 years of age) from 6 kindergartens in Jiading District of Shanghai were enrolled by stratified random sampling from March to June 2024. Cycloplegic refraction using 1% atropine eye drops was performed to obtain accurate spherical equivalent (SE) values. Questionnaires were used to collect the genetic history and daily behavioral habits of the children. Refractive status was classified into three categories based on the SE:sufficient hyperopic reserve, relatively insufficient hyperopic reserve, and pre myopia.
Results:
The overall detection rate of insufficient hyperopic reserve among preschool children was 82.25%, consisting of 72.29% for relatively insufficient hyperopic reserve and 9.96% for pre myopia. Multivariate Logistic regression analysis showed that parental bilateral myopia was independently and positively associated with relatively insufficient hyperopic reserve ( OR =2.13) and pre myopia ( OR =4.35) compared to children with sufficient hyperopic reserve; electronic screen exposure time ≥2 h/d on school days was an independent and positive risk factor for pre myopia ( OR =2.83); all of the above associations were statistically significant (all P <0.05). No statistically significant association was noted between outdoor activity and hyperopic reserve (all P >0.05).
Conclusions
The insufficient hyperopic reserve detection rate is relatively high among preschool children in Jiading District, Shanghai. Early management of electronic device use with regular screening and monitoring for preschool children with a family history of myopia should be strengthened to shift the prevention threshold earlier and prevent childhood myopia.
2.Effect and mechanism of action of Biejiajian Pills on a rat model of hepatic fibrosis induced by carbon tetrachloride
Longda WU ; Yuanqin DU ; Yanfei WEI ; Dewen MAO ; Yong LIN ; Lu LU ; Faming SHU
Journal of Clinical Hepatology 2026;42(8):1866-1877
ObjectiveTo investigate the therapeutic effect of Biejiajian Pills on rats with carbon tetrachloride (CCl4)-induced hepatic fibrosis and its mechanism based on the bile acid (BA)-short-chain fatty acid (SCFA) metabolic axis. MethodsThe method of CCl4 induction was used to establish a rat model of hepatic fibrosis, and 32 male Sprague-Dawley rats were randomly divided into control group, model group, Biejiajian Pills group (2.2 g/kg), and silymarin group (43.19 mg/kg), with 8 rats in each group. All rats except those in the control group were given intraperitoneal injection of CCl4 (diluted with corn oil at a ratio of 4∶6, 2 mL/kg) to induce a model of hepatic fibrosis for 8 consecutive weeks, and the rats in the drug administration groups were given the corresponding drug by gavage. An automatic biochemical analyzer was used to measure the serum levels of alanine aminotransferase (ALT), aspartate aminotransferase (AST), total bilirubin (TBil), and albumin (Alb); chloramine-T colorimetry was used to measure the content of hydroxyproline (HYP) in liver tissue; HE staining and Masson staining were used to observe liver histopathological changes; UPLC-MS/MS and GC-MS were used to measure the levels of BAs and SCFAs. The Shapiro-Wilk test and the Levene test were performed for all data to determine normality and homogeneity of variance; a one-way analysis of variance was used for comparison of normally distributed continuous data between multiple groups, and the least significant difference t-test was used for further comparison between two groups; the Kruskal-Wallis H test was used for comparison of Ishak score between groups, and the Dunn’s test was used for further comparison between two groups. The Benjamini-Hochberg method was used for multiple comparison correction in the screening of differentially expressed metabolites in metabolomics data. The variable importance in projection (VIP) values were obtained in combination with the orthogonal partial least squares-discriminant analysis (OPLS-DA) model, and metabolites with VIP>1 and P<0.05 were selected as significantly differentially expressed metabolites between groups. The robustness of the OPLS-DA model was evaluated through 200 permutation tests, and the main parameters of the model were reported, including the interpretation rate of the model for categorical variables (R2Y) and the predictive ability of the model (Q2). A Spearman’s rank correlation analysis was performed. ResultsThe results of staining showed ordered arrangement of hepatocytes in the Biejiajian Pills group, with significant alleviation of inflammatory cell infiltration and collagen fiber deposition. Compared with the control group, the model group had significant increases in the serum levels of TBil and HYP and a significant reduction in the serum level of Alb (all P<0.05). Compared with the control group, the Biejiajian Pills group had significant increases in the serum levels of AST, ALT, TBil, and HYP and a significant reduction in the serum level of Alb (all P<0.05), and the silymarin group had significant increases in the serum levels of ALT, TBil, and HYP and a significant reduction in the serum level of Alb (all P<0.05). Compared with the model group, the Biejiajian Pills group had significant reductions in the serum levels of ALT, AST, TBil, and HYP (all P<0.05), and the silymarin group had significant reductions in the serum levels of ALT, TBil, HYP, and AST and a significant increase in the serum level of Alb (all P<0.05). Mechanism studies showed that compared with the control group, the model group had significant reductions in the levels of taurolithocholic acid, tauro-α-muricholic acid, taurocholic acid, glycodeoxycholic acid, taurohyocholic acid, chenodeoxycholic acid, glycohyodeoxycholic acid, 7,12-diketolithocholic acid, taurochenodeoxycholic acid, and glycochenodeoxycholic acid and significant increases in the levels of hyodeoxycholic acid, norcholic acid, β-muricholic acid, and cholic acid (all P<0.05). Compared with the model group, the Biejiajian Pills group had significant increases in the levels of the protective BAs taurolithocholic acid, chenodeoxycholic acid, taurocholic acid, taurohyocholic acid, and taurodeoxycholic acid and significant reductions in the levels of tauro-α-muricholic acid, tauro-β-muricholic acid, taurohyodeoxycholic acid+tauroursodeoxycholic acid, α-muricholic acid, glycoursodeoxycholic acid, and norcholic acid (alll P<0.05). As for SCFAs, compared with the model group, the Biejiajian Pills group had significant increases in the levels of acetic acid, propionic acid, isobutyric acid, butyric acid, isopentanoic acid, pentanoic acid, and hexanoic acid (all P<0.05). Compared with the model group, the silymarin group had significant reductions in the levels of taurolithocholic acid, tauro-α-muricholic acid, norcholic acid, glycocholic acid, deoxycholic acid, tauro-β-muricholic acid, taurodeoxycholic acid, taurohyodeoxycholic acid+tauroursodeoxycholic acid, and α-muricholic acid and significant increases in the levels of taurocholic acid and chenodeoxycholic acid, as well as significant increases in the levels of the SCFAs acetic acid, propionic acid, pentanoic acid, and hexanoic acid (all P<0.05). The correlation analysis showed that the metabolism of BAs and SCFAs was correlated with the changes in serum indicators. ConclusionBiejiajian Pills can alleviate CCl4-induced hepatic fibrosis in rats by regulating the BA/SCFA metabolic axis.
3.Clinical observation of HAIC-FOLFOX combined with camrelizumab in the treatment of unresectable hepato-cellular carcinoma
Ping ZHU ; Xiya LU ; Yanfei TIAN
China Pharmacy 2025;36(22):2833-2837
OBJECTIVE To investigate the efficacy and safety of hepatic arterial infusion chemotherapy based on the oxaliplatin and fluorouracil drug combination (HAIC-FOLFOX) combined with camrelizumab in the treatment of unresectable hepatocellular carcinoma (HCC). METHODS The data of 222 unresectable HCC patients hospitalized at Liaoning Cancer Hospital & Institute from January 1, 2021 to March 1, 2023 were retrospectively collected. Based on treatment regimens, patients were divided into a control group (HAIC-FOLFOX+sorafenib, n=117) and an observation group (HAIC-FOLFOX+camrelizumab, n= 105). Short-term efficacy indicators [objective remission rate (ORR) and disease control rate (DCR)] and long-term efficacy indicators [median overall survival (mOS) and median progression-free survival (mPFS) within one year] after 4 cycles of treatment, the levels of tumor markers (alpha fetoprotein, carcinoembryonic antigen, carbohydrate antigen 19-9), immune function indicators (CD3+, CD4+, and CD8+ T-cell subsets) before treatment and after 4 cycles of treatment, as well as the occurrence of adverse reactions, were compared between two groups. RESULTS The ORR of the observation group was 55.24%, which was significantly higher than 35.90% of the control group (P<0.05); while there was no statistically significant difference in DCR between the two groups (P>0.05). The mOS and mPFS within 1 year of the observation group (15.33, 10.83 months) were significantly longer than the control group (11.34, 8.04 months) (P<0.05). After 4 cycles of treatment, tumor marker levels of the two groups were significantly lower than before treatment, and the proportions of CD3+ and CD4+ T cells were significantly higher than before treatment (P<0.05). Above indexes of the observation group were significantly better than the control group at the same time (P<0.05). The proportions of patients in the observation group who developed grade 1-3 immune-related pneumonia and capillary proliferation were significantly higher than the control group (P<0.05), while there were no statistically significant differences in the proportions of patients experiencing grade 1-3 adverse reactions such as fever, fatigue and rash between two groups (P>0.05). CONCLUSIONS Compared with HAIC-FOLFOX combined with sorafenib, HAIC-FOLFOX combined with camrelizumab can significantly improve the ORR, prolong mOS and mPFS within 1 year, effectively reduce tumor marker levels, and improve certain immune function indicators in patients with unresectable HCC, but it increases the risk of immune-related adverse events.
4.Analysis of drug sensitivity and clinical characteristics of patients with blood Streptococcus infection from 2017 to 2022
Qiuxia GE ; Wenying XIA ; Weijuan SONG ; Yanfei LU ; Yuqiao XU ; Kun FAN
Chinese Journal of Clinical Laboratory Science 2025;43(10):748-752
Objective To investigate the distribution of Streptococcus,sensitivity to commonly used antibiotics,and prognosis of the patients with bloodstream infections,and provide evidence for early diagnosis and selection of antibiotics.Methods The Streptococci i-solated from the blood samples of the First Affiliated Hospital of Nanjing Medical University from 2017 to 2022 were collected and di-vided into α-and β-hemolytic Streptococci according to the type of hemolysis.Their sensitivity to commonly used antibiotics was ana-lyzed.The differences in clinical data and prognosis between the two groups were also compared.Results A total of 314 strains of Streptococcus were isolated from 305 patients,including 270 strains of α-hemolytic Streptococcus and 44 β-hemolytic Streptococcus.The results of the drug sensitivity test showed that the proportion of Streptococcus strains with a diameter of 17-19 mm in the inhibition zone of vancomycin increased year by year.The positive alarm time of blood culture for β-hemolytic Streptococcus was significantly shorter than that for α-hemolytic Streptococcus(P<0.001).Using 10.5 hours as the diagnostic threshold could assist in distinguishing blood-stream infections caused by α-and β-hemolytic Streptococcus.The overall mortality rate of patients with streptococcal bloodstream infec-tion was 15.1%,and there was no statistically significant difference in the mortality rate between the two groups(P=0.813).Conclu-sion The main Streptococcus causing bloodstream infections in our hospital is α-hemolytic Streptococcus.There are differences in the antimicrobial sensitivity and clinical characteristics among patients with different streptococcal bloodstream infections.The positive a-larm time of blood culture can assist in distinguishing the type of streptococcal bloodstream infections.In addition,the diameter of the inhibition zone of vancomycin against Streptococcus has drifted towards the breakpoint of drug resistance.
5.Structural content and psychometric properties of fundamental movement skills assessment scales for school-age children based on ICF-CY:a systematic review
Haoqi ZHANG ; Hua LIU ; Pu SUN ; Yanfei WEN ; Jiyue ZHANG ; Lu YANG
Chinese Journal of Rehabilitation Theory and Practice 2025;31(10):1172-1180
Objective To rexplore the content structure characteristics and psychometric properties of assessment scales for funda-mental movement skills(FMS)in school-aged children,based on International Classification of Functioning,Dis-ability and Health-Children and Youth Version(ICF-CY)framework.Methods Literatures on assessment scales for FMS in school-aged children were retrieved from PubMed,Science Di-rect,Web of Science,EMBase,PsycINFO,CNKI and Wanfang data from inception to July,2025.The contents of the included scales were analyzed using the ICF-CY linking rule.The COSMIN RoB tool was used to assess the psychometric properties of the scales,and the GRADE system was applied to evaluate the overall quality of evi-dence.Results A total of 29 studies were included,involving six assessment scales:Bruininks-Oseretsky Test of Motor Profi-ciency-2(BOT-2),Canadian Assessment of Movement Skill and Agility(CAMSA),K?rperkoordinationstest für Kinder(KTK),Movement Assessment Battery for Children-2(MABC-2),Motorische Basiskompetenzen test Battery(MOBAK),and Test of Gross Motor Development-3(TGMD-3).In the ICF-CY linking analysis,all six tools addressed joint mobility functions(b710)and joint stability functions(b715),while five of them also in-volved hand and arm use(d445).The number of linked items ranged from 5 to 11.BOT-2 and TGMD-3 linked to 11 items,showing broad coverage;BOT-2 focused more on the body function dimension,whereas TGMD-3 em-phasized activity and participation dimensions,especially the performance of hand function in daily activities.In bias risk assessment,TGMD-3 showed the lowest risk(50%rated A and 50%rated B),while MABC-2 had the highest proportion of C ratings(55.6%),followed by BOT-2(33.3%).In evidence grading,TGMD-3 was rated high quality,KTK moderate,BOT-2 and CAMSA low,and MABC-2 and MOBAK very low.Conclusion TGMD-3 is recommended as the primary tool for assessing FMS in school-aged children for broad coverage of ICF-CY items,strong psychometric properties and high evidence quality.KTK,with moderate evidence quali-ty,may serve as a secondary option,but should be used cautiously in China.Although CAMSA is easy to admin-ister,its validity and reliability are low,so it is only suitable for rapid classroom screening.BOT-2,despite cover-ing more ICF-CY items,has a higher bias risk and low evidence quality.MOBAK and MABC-2 have very low evidence quality and are not recommended for current use.
6.Incidence and Mortality of Thyroid Cancer in Zhejiang Cancer Registration Areas in 2021 and Trends from 2000 to 2021
Caiying XIANG ; Ying CHEN ; Debing WANG ; Li XIE ; Huizhang LI ; Lingbin DU ; Mei LU ; Yanfei QIU
China Cancer 2025;34(10):756-763
[Purpose]To analyze the incidence and mortality of thyroid cancer in Zhejiang cancer registration areas in 2021 and trends from 2000 to 2021.[Methods]Based on cancer data from 22 registries across Zhejiang Province between 2000 and 2021,the crude incidence/mortality rates,age-standardized incidence/mortality rates of thyroid cancer by Chinese and world standard population(ASIRC/ASMRC,ASIRW/ASMRW),cumulative rate(0~74 years old)and truncated rate(35~64 years old)were analyzed.Joinpoint regression model was employed to calculate the annual percentage change(APC)and average annual percentage change(AAPC)with 95%confidence in-terval(CI)for analyzing trends of thyroid cancer incidence and mortality rates from 2000 to 2021.[Results]The crude incidence rate of thyroid cancer increased from 3.62/105 in 2000 to 79.66/105 in 2021,and ASIRC rose from 3.11/105 to 69.49/105(AAPC=15.55%,95%CI:14.65%~16.61%).The AAPC for ASIRC was slightly higher in female(15.54%,95%CI:14.71%~16.49%)than that in male(15.02%,95%CI:13.53%~16.82%).The increase was significantly more pronounced in rural areas(AAPC=23.34%,95%CI:21.48%~25.33%)compared to urban areas(AAPC=14.12%,95%CI:13.15%~15.43%).Among age groups,the age group of 15~44 years old showed the fastest increase in crude incidence rate(AAPC=20.37%,95%CI:18.46%~22.31%),followed by the age group of 45~64 years old(AAPC=18.41%,95%CI:16.65%~20.19%).Between 2000 and 2021,the crude mortality rate of thyroid cancer rose from 0.34/105 to 0.56/105(AAPC=5.52%,95%CI:3.45%~7.70%),the trend of ASMRC was relatively stable.[Conclusion]From 2000 to 2021,the incidence of thyroid cancer in Zhejiang Province increased markedly,especially among females and younger to middle-aged adults,while the age-standardized mortality rate remained stable.
7.Incidence and Mortality of Colorectal Cancer in Zhejiang Cancer Registration Areas in 2021 and Trends from 2000 to 2021
Yunfeng ZHU ; Yi ZHOU ; Tianjing GAO ; Enning LU ; Xiaofei CHEN ; Zhongjie ZHU ; Weimiao WU ; Huizhang LI ; Lingbin DU ; Chunxiao JIANG ; Yanfei QIU
China Cancer 2025;34(10):783-791
[Purpose]To analyze the incidence and mortality of colorectal cancer in Zhejiang can-cer registration areas in 2021 and its temporal trends from 2000 to 2021.[Methods]Data from 22 cancer registries in Zhejiang Province in 2021 that met the quality standards were included.The crude incidence/mortality rate,age-standardized incidence/mortality rates by Chinese standard population(ASIRC/ASMRC)and by world standard population(ASIRW/ASMRW),and cumulative incidence(mortality)rate for 0~74 years old were calculated.Trends from 2000 to 2021 were ana-lyzed using the Joinpoint regression model by calculating the annual percentage change(APC)and average annual percentage change(AAPC).[Results]In 2021,the number of new colorectal cancer cases in Zhejiang cancer registration areas was 12 265,with 4 323 deaths.ASIRC and ASMRC were significantly higher in men(32.74/105 and 10.11/105)than those in women(20.78/105 and 5.99/105).Urban areas showed higher ASIRC and ASMRC(28.27/105 and 8.06/105)than rural areas(24.12/105 and 7.85/105).The age-specific incidence and mortality rates of colorectal cancer in Zhejiang Province showed an increasing trend with age,with a peak of 219.63/105 in the age group of 80~84 years old.The age-specific mortality rate peaked in the age group of 85 years old and above,with a peak of 199.65/105.From 2000 to 2021,ASIRC in Zhejiang Province showed an upward trend(AAPC=2.23%,P<0.001),ASMRC showed a marginal increase(AAPC=0.78%,P=0.067).[Conclusion]The incidence of colorectal cancer in Zhejiang Province had been on a continuous rise in the past 22 years,and health education and early screening should be empha-sized.
8.Influencing factors of mood and sleep among special operation personnel
Yanfei ZHANG ; Guorui LIU ; Xiao PAN ; Yihao WANG ; Guanxiong LI ; Yajing WANG ; Li LU ; Chunyue ZHANG ; Feng LENG ; Yonghai BAI
Academic Journal of Naval Medical University 2025;46(9):1235-1239
Objective To investigate the factors influencing mood and sleep among special operation personnel,so as to provide evidence for the prevention and intervention of related issues.Methods A total of 600 special operation personnel during their special duty were enrolled by random sampling method.Basic information was collected by a general information questionnaire.Mood and sleep status were evaluated by self-rating anxiety scale(SAS),self-rating depression scale(SDS),and Pittsburgh sleep quality index scale(PSQI).Results Spearman correlation analysis showed that factors associated with anxiety were years of work experience(r=0.099,P=0.016),family residence(r=-0.153,P<0.001),and sleep status(r=0.199,P<0.001);the factors associated with depression were relationship with parents(r=-0.134,P=0.001),family residence(r=-0.144,P<0.001),and sleep status(r=0.122,P=0.003);and the factors associated with sleep were age(r=0.088,P=0.031),years of work experience(r=0.079,P=0.049),and number of children(r=0.083,P=0.043).Binary logistic regression analysis showed that depression was not an influencing factor of sleep(odds ratio[OR]=1.302,95%confidence interval[95%CI]0.759-1.758,P=0.086),while anxiety was an influencing factor of sleep(OR=2.187,95%CI 1.608-4.695,P=0.001).Conclusion The sleep status of special operation personnel investigated in this survey is related to age and years of work experience,and is influenced by anxiety.Therefore,greater attention should be given to sleep issues in the occupational health support of special operations.Additionally,years of work experience,family residence,relationship with parents,and sleep status are related to anxiety and depression among special operation personnel.It is necessary to focus on the mental health of older workers and those with longer tenure.
9.Impact of palliative care on medication use and medical utilization in patients with advanced cancer.
Dingyi CHEN ; Haoxin DU ; Yichen ZHANG ; Yanfei WANG ; Wei LIU ; Yuanyuan JIAO ; Luwen SHI ; Xiaodong GUAN ; Xinpu LU
Journal of Peking University(Health Sciences) 2025;57(5):996-1001
OBJECTIVE:
To evaluate the effect of palliative care on drug use, medical service utilization and medical expenditure of patients with advanced cancer.
METHODS:
A cohort of patients including pal-liative care and standard care was constructed using the medical records of the patients in Peking University Cancer Hospital from 2018 to 2020, and coarsened exact matching was used to match the two groups of patients. The average monthly opioid consumption, hospitalization rate, intensive care unit (ICU) rate and operation rate, and the average monthly total cost were selected to evaluate drug use, medical service utilization and medical expenditure. Chi-square test and Wilcoxon signed rank test were used to compare the differences between the two groups before and after exposure and the change in the palliative care group. The net impact of palliative care on the patients was calculated using the difference-in-differences analysis.
RESULTS:
In this study, 180 patients in the palliative care group and 3 101 patients in the stan-dard care group were finally included in the matching, and the matching effect of the two groups was good (L1 < 0.1). Before and after exposure, the average monthly opioid consumption in the palliative care group was significantly higher than that in the standard care group (Before exposure: 0.3 DDD/person-month vs. 0.1 DDD/person-month, P < 0.01; After exposure: 0.7 DDD/person-month vs. 0.1 DDD/person-month, P < 0.01; DDD refers to defined daily dose), palliative care significantly increased the average monthly opioid consumption in the patients (0.3 DDD/person-month, P < 0.01). The hospitalization rate (48.9% vs. 74.3%, P < 0.01) and operation rate (3.9% vs. 8.8%, P < 0.01) of the patients in palliative care group were significantly lower than those in standard care group, and the ICU rate became similar between the two groups (1.1% vs. 1.6%, P=0.634). Palliative care significantly reduced the patients ' hospitalization rate (-25.6%, P < 0.01), ICU rate (-4.9%, P < 0.01) and operation rate (-14.5%, P < 0.01). Before and after exposure, the average monthly total costs of pal-liative care group were slightly higher than those of standard care group (Before exposure: 20 092.3 yuan vs. 19 132.8 yuan, P=0.725; After exposure: 9 719.8 yuan vs. 8 818.8 yuan, P=0.165). Palliative care increased the average monthly total cost by 2 208.8 yuan, but it was not statistically significant (P=0.316).
CONCLUSION
Palliative care can increase the opioid consumption in advanced cancer patients, reduce the rates of hospitalization, ICU and surgery, but has no significant effect on medical expenditure.
Humans
;
Palliative Care/economics*
;
Neoplasms/drug therapy*
;
Analgesics, Opioid/economics*
;
Male
;
Female
;
Middle Aged
;
Aged
;
Hospitalization/economics*
;
Intensive Care Units/statistics & numerical data*
;
Health Expenditures/statistics & numerical data*
;
Adult
;
Drug Utilization/statistics & numerical data*
;
Patient Acceptance of Health Care/statistics & numerical data*
10.AI-integrated IQPD framework of quality prediction and diagnostics in small-sample multi-unit pharmaceutical manufacturing: Advancing from experience-driven to data-driven manufacturing.
Kaiyi WANG ; Xinhai CHEN ; Nan LI ; Huimin FENG ; Xiaoyi LIU ; Yifei WANG ; Yanfei WU ; Yufeng GUO ; Shuoshuo XU ; Lu YAO ; Zhaohua ZHANG ; Jun JIA ; Zhishu TANG ; Zhisheng WU
Acta Pharmaceutica Sinica B 2025;15(8):4193-4209
The pharmaceutical industry faces challenges in quality digitization for complex multi-stage processes, especially in small-sample systems. Here, an intelligent quality prediction and diagnostic (IQPD) framework was developed and applied to Tong Ren Tang's Niuhuang Qingxin Pills, utilizing four years of data collected from four production units, covering the entire process from raw materials to finished products. In this framework, a novel path-enhanced double ensemble quality prediction model (PeDGAT) is proposed, which combines a graph attention network and path information to encode inter-unit long-range and sequential dependencies. Additionally, the double ensemble strategy enhances model stability in small samples. Compared to global traditional models, PeDGAT achieves state-of-the-art results, with an average improvement of 13.18% and 87.67% in prediction accuracy and stability on three indicators. Additionally, a more in-depth diagnostic model leveraging grey correlation analysis and expert knowledge reduces reliance on large samples, offering a panoramic view of attribute relationships across units and improving process transparency. Finally, the IQPD framework integrates into a Human-Cyber-Physical system, enabling faster decision-making and real-time quality adjustments for Tong Ren Tang's Niuhuang Qingxin Pills, a product with annual sales exceeding 100 million CNY. This facilitates the transition from experience-driven to data-driven manufacturing.


Result Analysis
Print
Save
E-mail