Schistosomiasis is a major public health concern in the world, and precision control is crucial to combating this disease. Due to the complex and diverse transmission route of schistosomiasis, conventional statistical models have significant limitations for precision control of schistosomiasis. As an important branch of artificial intelligence, machine learning has shown remarkable advantages in schistosomiasis control and research. It has been shown that machine learning is highly effective for disease prediction and risk assessment, so as to optimize the disease control strategy and resource allocation and achieve the precision control target. This review summarizes the characteristics of machine learning models and their applications in the research of intermediate host snails and schistosomiasis.

ObjectiveTo identify the rate， population characteristics， and vaccination history of repeat infections among previously infected people in the current epidemic based on the rate of repeat infection and population characteristics of different mutant strains at different times in Pudong New Area of Shanghai， and to provide reference for the prevention and control strategies of novel coronavirus repeat infections. MethodsA total of 9 250 investigated subjects were randomly selected from the new cases of asymptomatic infection and confirmed cases reported by Pudong New Area from March to May 2022. The investigation mainly focused on demographic characteristics， nucleic acid or antigen test results， and symptoms after infection. The repeat infection rates among different populations were compared， and logistic regression was used to analyze the impact of gender， age， and vaccination status on repeat infections. ResultsThe survey sample of 9 250 people had a response rate of 81.85%. There were 4 043 males （53.40%） and 3 528 females （46.60%）， with a median age of 34 years old （P₂₅， P₇₅： 7， 61）. The overall vaccine uptake rate was 59.44% （4 500/7 571）. In December of 2022， there were 563 cases of repeat infection， with an infection rate of 7.44%. The lowest rate of repeat infection was seen in the 3‒ year-old group （2.86%） and the highest rate in the 30‒ year-old group （12.42%）， with significant differences between different age groups. The repeated infection rate for those who had completed their vaccinations was significantly lower （6.57%） compared to those who had not （7.11%）. The age groups of 3‒ years， 70‒79 years， as well as individuals who completed full vaccination and received booster shots were protective factors against repeat infections. ConclusionThe overall rate of reinfection among the infected in Shanghai during the spring of 2022 was low in the outbreak of the Omicron variant， and the rate of reinfection in the 3‒ year-old group was significantly lower than in other age groups. Completing the full course of vaccination significantly reduces the risk of reinfection. Although the reinfection rate is high in individuals who received booster shots， it remains a mitigating factor compared to those who do not receive the vaccine. It is recommended to continue monitoring reinfections in key populations and further strengthen immunization efforts.

BACKGROUND:Lumbar fixed-point rotation operation needs collaborative operation of the doctor's hands,and outputs rotation and thumb thrust.Lumbar disc herniation can be treated through disc displacement and adjusting stress distribution.However,the mechanical effects of thumb thrust and the biomechanical effects of loading direction on manipulative effects remain unclear. OBJECTIVE:To compare the biomechanical difference of lumbar fixed-point rotation manipulation for treating lumbar disc herniation under different thrust directions. METHODS:The L3-5 normal three-dimensional finite element model was constructed and validity was verified.According to the intervertebral disc degeneration Pfirrmann grade,intervertebral disc degeneration was simulated by modifying the L4/5 intervertebral space height,the volume of the nucleus pulposus,as well as the material parameters of the annulus fibrosus,nucleus pulposus,and ligament.Finally,the pathological model of L4/5 moderate disc degeneration with left para-central herniation was constructed,and then the pathological models were used as research objects.Simulation technique:spinning to the right;taking the condition on changing the direction of the thumb thrust to establish three modes of operation(M1:thumb push to the left;M2:thumb push to the right;M3:no thrust push).The protrusion displacement and the disc stress,and the stress and strain of the facet joint cartilage were compared in the three operating modes. RESULTS AND CONCLUSION:(1)Maximum displacement value of L4/5 disc herniation:displacement was 2.672 3 mm for M1,1.156 1 mm for M2,1.826 4 mm for M3,M1＞M3＞M2.(2)The maximum Von Mises stress of L4/5 discs was 1.846 7 MPa for M1,0.419 0 MPa for M2,and 1.257 9 MPa for M3,M1＞M3＞M2.(3)L4/5 bilateral small cartilage produced different degrees of contact stress changes:It was 0.485 5 MPa for M1,0.026 7 MPa for M2,and 0.441 4 MPa for M3,M1＞M3＞M2.Right cartilage contact force was 0.000 5 MPa for M1,0.025 9 MPa for M2,and 0.001 3 MPa for M3,M2＞M3＞M1;the left greater than the right,M1 had the highest value;cartilage strain was consistent with contact stress changes.(4)Different operation modes will have some biomechanical influences on the diseased intervertebral disc and accessory structure.The M1 operation mode can maximize the displacement of protrusion,disc stress and left joint cartilage contact,which can better promote disc displacement,balance stress distribution and reduce facet joint disorder,so the operation is better.

Objective:Using primary care chronic disease management as a case,it aims to explore an economic incentive model for integrated primary healthcare services based on value pricing.Additionally,practical needs and implementation recommendations are proposed.Methods:With the help of the health technology assessment framework,it proposes that integrated health services can be priced through service effectiveness and service utility,and develops an economic incentive model with value pricing at its core based on the patient-centered incentive model for innovative healthcare services,including financing,payment,appraisal,and distribution,and puts forward feasible suggestions in the light of the needs and actuality of primary integrated services in China.Conclusion and Recommendation:The value-based pricing model for integrated health services serves as a theoretical foundation for the transformation of primary healthcare service functions and the enhancement of service dynamics,aligning with China's value-oriented service procurement strategy.This research contributes to the academic discourse by providing localized insights and a scholarly tone,contributing to the advancement of knowledge in the field.

Objective:Using primary care chronic disease management as a case,it aims to explore an economic incentive model for integrated primary healthcare services based on value pricing.Additionally,practical needs and implementation recommendations are proposed.Methods:With the help of the health technology assessment framework,it proposes that integrated health services can be priced through service effectiveness and service utility,and develops an economic incentive model with value pricing at its core based on the patient-centered incentive model for innovative healthcare services,including financing,payment,appraisal,and distribution,and puts forward feasible suggestions in the light of the needs and actuality of primary integrated services in China.Conclusion and Recommendation:The value-based pricing model for integrated health services serves as a theoretical foundation for the transformation of primary healthcare service functions and the enhancement of service dynamics,aligning with China's value-oriented service procurement strategy.This research contributes to the academic discourse by providing localized insights and a scholarly tone,contributing to the advancement of knowledge in the field.

Objective:Using primary care chronic disease management as a case,it aims to explore an economic incentive model for integrated primary healthcare services based on value pricing.Additionally,practical needs and implementation recommendations are proposed.Methods:With the help of the health technology assessment framework,it proposes that integrated health services can be priced through service effectiveness and service utility,and develops an economic incentive model with value pricing at its core based on the patient-centered incentive model for innovative healthcare services,including financing,payment,appraisal,and distribution,and puts forward feasible suggestions in the light of the needs and actuality of primary integrated services in China.Conclusion and Recommendation:The value-based pricing model for integrated health services serves as a theoretical foundation for the transformation of primary healthcare service functions and the enhancement of service dynamics,aligning with China's value-oriented service procurement strategy.This research contributes to the academic discourse by providing localized insights and a scholarly tone,contributing to the advancement of knowledge in the field.

Objective:Using primary care chronic disease management as a case,it aims to explore an economic incentive model for integrated primary healthcare services based on value pricing.Additionally,practical needs and implementation recommendations are proposed.Methods:With the help of the health technology assessment framework,it proposes that integrated health services can be priced through service effectiveness and service utility,and develops an economic incentive model with value pricing at its core based on the patient-centered incentive model for innovative healthcare services,including financing,payment,appraisal,and distribution,and puts forward feasible suggestions in the light of the needs and actuality of primary integrated services in China.Conclusion and Recommendation:The value-based pricing model for integrated health services serves as a theoretical foundation for the transformation of primary healthcare service functions and the enhancement of service dynamics,aligning with China's value-oriented service procurement strategy.This research contributes to the academic discourse by providing localized insights and a scholarly tone,contributing to the advancement of knowledge in the field.

Objective:Using primary care chronic disease management as a case,it aims to explore an economic incentive model for integrated primary healthcare services based on value pricing.Additionally,practical needs and implementation recommendations are proposed.Methods:With the help of the health technology assessment framework,it proposes that integrated health services can be priced through service effectiveness and service utility,and develops an economic incentive model with value pricing at its core based on the patient-centered incentive model for innovative healthcare services,including financing,payment,appraisal,and distribution,and puts forward feasible suggestions in the light of the needs and actuality of primary integrated services in China.Conclusion and Recommendation:The value-based pricing model for integrated health services serves as a theoretical foundation for the transformation of primary healthcare service functions and the enhancement of service dynamics,aligning with China's value-oriented service procurement strategy.This research contributes to the academic discourse by providing localized insights and a scholarly tone,contributing to the advancement of knowledge in the field.

Objective:Using primary care chronic disease management as a case,it aims to explore an economic incentive model for integrated primary healthcare services based on value pricing.Additionally,practical needs and implementation recommendations are proposed.Methods:With the help of the health technology assessment framework,it proposes that integrated health services can be priced through service effectiveness and service utility,and develops an economic incentive model with value pricing at its core based on the patient-centered incentive model for innovative healthcare services,including financing,payment,appraisal,and distribution,and puts forward feasible suggestions in the light of the needs and actuality of primary integrated services in China.Conclusion and Recommendation:The value-based pricing model for integrated health services serves as a theoretical foundation for the transformation of primary healthcare service functions and the enhancement of service dynamics,aligning with China's value-oriented service procurement strategy.This research contributes to the academic discourse by providing localized insights and a scholarly tone,contributing to the advancement of knowledge in the field.

Objective:Using primary care chronic disease management as a case,it aims to explore an economic incentive model for integrated primary healthcare services based on value pricing.Additionally,practical needs and implementation recommendations are proposed.Methods:With the help of the health technology assessment framework,it proposes that integrated health services can be priced through service effectiveness and service utility,and develops an economic incentive model with value pricing at its core based on the patient-centered incentive model for innovative healthcare services,including financing,payment,appraisal,and distribution,and puts forward feasible suggestions in the light of the needs and actuality of primary integrated services in China.Conclusion and Recommendation:The value-based pricing model for integrated health services serves as a theoretical foundation for the transformation of primary healthcare service functions and the enhancement of service dynamics,aligning with China's value-oriented service procurement strategy.This research contributes to the academic discourse by providing localized insights and a scholarly tone,contributing to the advancement of knowledge in the field.