Medical Diagnosis Based on Multi-Attribute Group Decision-Making Using Extension Fuzzy Sets,Aggregation Operators and Basic Uncertainty Information Granule

Accurate medical diagnosis,which involves identifying diseases based on patient symptoms,is often hindered by uncertainties in data interpretation and retrieval.Advanced fuzzy set theories have emerged as effective tools to address these challenges.In this paper,new mathematical approaches for handling uncertainty in medical diagnosis are introduced using q-rung orthopair fuzzy sets(q-ROFS)and interval-valued q-rung orthopair fuzzy sets(IVq-ROFS).Three aggregation operators are proposed in our methodologies:the q-ROF weighted averaging(q-ROFWA),the q-ROF weighted geometric(q-ROFWG),and the q-ROF weighted neutrality averaging(qROFWNA),which enhance decision-making under uncertainty.These operators are paired with ranking methods such as the similarity measure,score function,and inverse score function to improve the accuracy of disease identification.Additionally,the impact of varying q-rung values is explored through a sensitivity analysis,extending the analysis beyond the typical maximum value of 3.The Basic Uncertain Information(BUI)method is employed to simulate expert opinions,and aggregation operators are used to combine these opinions in a group decisionmaking context.Our results provide a comprehensive comparison of methodologies,highlighting their strengths and limitations in diagnosing diseases based on uncertain patient data.

The Spherical q-Linear Diophantine Fuzzy Multiple-Criteria Group Decision-Making Based on Differential Measure

Spherical q-linearDiophantine fuzzy sets(Sq-LDFSs)provedmore effective for handling uncertainty and vagueness in multi-criteria decision-making(MADM).It does not only cover the data in two variable parameters but is also beneficial for three parametric data.By Pythagorean fuzzy sets,the difference is calculated only between two parameters(membership and non-membership).According to human thoughts,fuzzy data can be found in three parameters(membership uncertainty,and non-membership).So,to make a compromise decision,comparing Sq-LDFSs is essential.Existing measures of different fuzzy sets do,however,can have several flaws that can lead to counterintuitive results.For instance,they treat any increase or decrease in the membership degree as the same as the non-membership degree because the uncertainty does not change,even though each parameter has a different implication.In the Sq-LDFSs comparison,this research develops the differentialmeasure(DFM).Themain goal of the DFM is to cover the unfair arguments that come from treating different types of FSs opposing criteria equally.Due to their relative positions in the attribute space and the similarity of their membership and non-membership degrees,two Sq-LDFSs formthis preference connectionwhen the uncertainty remains same in both sets.According to the degree of superiority or inferiority,two Sq-LDFSs are shown as identical,equivalent,superior,or inferior over one another.The suggested DFM’s fundamental characteristics are provided.Based on the newly developed DFM,a unique approach tomultiple criterion group decision-making is offered.Our suggestedmethod verifies the novel way of calculating the expert weights for Sq-LDFSS as in PFSs.Our proposed technique in three parameters is applied to evaluate solid-state drives and choose the optimum photovoltaic cell in two applications by taking uncertainty parameter zero.The method’s applicability and validity shown by the findings are contrasted with those obtained using various other existing approaches.To assess its stability and usefulness,a sensitivity analysis is done.

Holistic Integrative Medicine Declaration-Secondary publication

Holistic integrative medicine,abbreviated as HIM,has been officially proposed since 2012.Its theoretical system has been continuously improved,and its practical methods have become increasingly diverse,becoming an inevitable choice and path for the medical development in the new era.This article demonstrates ten major propositions for HIM,elaborating on the connotation and extension of HIM fromthe perspectives of epistemology and methodology,in order to achieve the transformation and adaptive evolution of modern medicine.

Foundations of medical decision-making for older adults with cardiovascular disease

In order to help older adults with cardiovascular disease navigate complex decisions, clinicians must know tenets of medical ethics and have good communication skills. The elements of decision making capacity and informed consent are reviewed, using relevant clinical ex- amples to illustrate the basic concepts. The shared decision making model, by which clinician and patient work together to determine the plan of care, is described. Useful communication techniques to implement shared decision making are suggested.

The Pathway of China’s Integrated Delivery System:Based on the Analysis of the Medical Consortium Policies

With the deepening of China’s health-care reform,an integrated delivery system has gradually emerged with the function of improving the efficiency of the health-care delivery system.For China’s integrated delivery system,a medical consortium plays an important role in integrating public hospitals and primary care facilities.The first medical consortium policy issued after the COVID-19 pandemic apparently placed hope on accelerating the implementation of a medical consortium and tiered health-care delivery system.This paper illustrates the possible future pathway of China’s medical consortium through retrospection of the 10-year process,changes of the series of policies,and characteristics of the policy issued in 2020.We considered that a fully integrated medical consortium would be a major phenomenon in China's medical industry,which would lead to the formation of a dualistic care pattern in China.

Progresses in Integrated Traditional Chinese and Western Medical Research on Reproductive Immunology

Reproductive immunology is a crossed subject of reproductive biology and immunobiology. Great progresses have been achieved in the subject along with the deep development in life science. Modern reproductive immunology includes immunological regulation of fertility, materno-fetal immuno-regu-lation, and neuro-reproductive endocrino-immune network. With the integrated traditional Chinese and western medicine (ICWM) applied to reproductive immunology it has been greatly enriched in research contents and depth. The present review is to introduce the recent progresses in research of integrated medicine on reproductive immunology.

Implementation Strategy of“Eight in One”of Integrated Medical and Care Service System in China:A Case Study of Anshan City of Liaoning

With the gradual intensification of aging in China,the issue of elderly care has become the primary issue that needs to be urgently solved in society.The construction of a reasonable and scientific integrated medical and care service system can not only efficiently allocate medical resources and services,but also better meet the needs of the elderly.Due to the involvement of multiple disciplines such as architecture,sociology,psychology,and behavioral science in the construction of the system,as well as the restriction of various objective factors such as medical capacity,spatial scale,and operating costs,the government and elderly care institutions have always been unable to find the best solution for how to scientifically and reasonably construct an integrated medical and care service system.This paper is based on Anshan City,Liaoning Province,which has prominent aging issues and distinct characteristics of the elderly population.Through extensive field research in elderly care institutions,and face-to-face communication with personnel from relevant government departments such as the Municipal Commission on Aging,the Civil Affairs Bureau,the Health Commission,the Medical Insurance Bureau,and the Human Resources and Social Security Bureau,it truly understands the problems that arise in the construction of the urban integrated medical and care service system.From three aspects:urban situation,institutional situation and the needs of the elderly,it is proposed to establish a clear departmental linkage mechanism with clear rights and responsibilities,a policy guarantee mechanism tailored to local conditions,a multi-measure operation mechanism,a technology first intelligent response mechanism,a warm and efficient service mechanism for the people,an overall layout mechanism,an evaluation and supervision mechanism for full process control,and a talent supply mechanism of external introduction and internal training.It aims to provide reference for the construction of an integrated medical and care service system in similar cities.

Exploration and Research on the Integrated Development of“Internet Plus Medical Treatment”

Objective To analyze the development of“internet plus medical treatment”and to explore advantages.Methods The literature of“internet plus medical treatment”was systematically combed and analyzed.Results and Conclusion After exploring the status quo of“internet plus hospitals”,smart pharmacy and web-assisted health management in China,we find that there are some problems in the medical service at present,such as the imperfect laws and regulations,the hidden dangers of information security and the obstacles of medical insurance payment.Therefore,we propose that the development of web-assisted medical service should be led by the government and relevant policies must be improved.Then,self-regulation should be strengthened,and industry standards should be enhanced.Three suggestions are made to improve medical insurance payment and benefit both hospitals and patients,which can provide reference for promoting the development of“internet plus medical treatment”in China.

Clinical Efficacy of the Integrated Medical Care Model Combined with Psychological Intervention in Tuberculosis Patients with Lung Cancer

Objective:To explore the clinical efficacy of the integrated medical care model combined with psychological intervention in pulmonary tuberculosis patients with lung cancer.Methods:From January to December 2022,60 pulmonary tuberculosis patients with lung cancer admitted to our hospital were selected as the research subjects.Using the random number table method,the patients were divided into two groups,a control group and a study group,with 30 cases in each group.The chest computed tomography(CT)examination results,mental state assessment(including depression scale and anxiety scale)scores,incidence of adverse reactions,treatment effect,and length of hospital stay were compared between the two groups.Results:The treatment effect of the patients in the study group was better than that of the patients in the control group(P<0.05);the duration of hospitalization,chest CT examination results,mental state assessment scores,and incidence of adverse reactions of the study group and the control group,were significantly different(P<0.05).Conclusion:The integrated medical care model combined with psychological intervention can effectively improve the treatment effect of pulmonary tuberculosis patients with lung cancer and prevent the occurrence of adverse reactions;thus,it should be promoted in clinical practice.

Observation on the Effect of Integrated Medical and Nursing Care in Patients with Pulmonary Tuberculosis Combined with Lung Cancer

Objective:To explore the effect of integrated medical and nursing care in patients with pulmonary tuberculosis combined with lung cancer.Methods:From August 2021 to August 2022,60 patients with pulmonary tuberculosis combined with lung cancer were admitted.All patients were diagnosed with pulmonary tuberculosis according to the Guidelines for the Diagnosis and Treatment of Pulmonary Tuberculosis and with lung cancer by pathology.The patients were randomly divided into two groups,with 30 cases in each group.The control group received daily nursing care,whereas the study group received integrated medical and nursing care.The sputum conversion rate,tumor remission rate,and quality of life of patients were observed and analyzed.Results:The item function score and symptom function score of the observation group were higher than those of the control group(P<0.05);the total effective rate of the observation group was significantly higher than that of the control group(P<0.05);the sputum conversion rate of the observation group was significantly higher than that of the control group(P<0.05).Conclusion:For patients with pulmonary tuberculosis combined with lung cancer,the application of integrated medical and nursing care can help consolidate the treatment effect and improve the quality of life of patients;thus,it is worthy of promotion and application.

Artificial intelligence promotes shared decision-making through recommending tests to febrile pediatric outpatients

BACKGROUND:To promote the shared decision-making(SDM)between patients and doctors in pediatric outpatient departments,this study was designed to validate artificial intelligence(AI)-initiated medical tests for children with fever.METHODS:We designed an AI model,named Xiaoyi,to suggest necessary tests for a febrile child before visiting a pediatric outpatient clinic.We calculated the sensitivity,specificity,and F1 score to evaluate the efficacy of Xiaoyi’s recommendations.The patients were divided into the rejection and acceptance groups.Then we analyzed the rejected examination items in order to obtain the corresponding reasons.RESULTS:We recruited a total of 11,867 children with fever who had used Xiaoyi in outpatient clinics.The recommended examinations given by Xiaoyi for 10,636(89.6%)patients were qualified.The average F1 score reached 0.94.A total of 58.4%of the patients accepted Xiaoyi’s suggestions(acceptance group),and 41.6%refused(rejection group).Imaging examinations were rejected by most patients(46.7%).The tests being time-consuming were rejected by 2,133 patients(43.2%),including rejecting pathogen studies in 1,347 patients(68.5%)and image studies in 732 patients(31.8%).The difficulty of sampling was the main reason for rejecting routine tests(41.9%).CONCLUSION:Our model has high accuracy and acceptability in recommending medical tests to febrile pediatric patients,and is worth promoting in facilitating SDM.

Retrospective analysis of hepatitis C infected patients treated through an integrated care model

AIM To determine if our health system's integrated model reflects sustained virologic response(SVR) outcomes similar to those in clinical trial data, maximizes adherence, and averts drug interactions.METHODS Subjects with chronic hepatitis C had their medical records reviewed from November 1st, 2014 through March 1st, 2016. Patients eligible for treatment were entered into an integrated care model therapy algorithm. The primary outcome was SVR12 based on intention to treat(ITT) analysis. Inclusion criteria consisted of both treatment na?ve and experienced patients over the age of 18 who were at least twelve weeks post-therapy completion with any genotype(GT) or METAVIR score. Secondary outcomes included adherence, adverse events, and number of drug interaction interventions.RESULTS At the time of analysis, 133 patients had reached twelve weeks post therapy with ITT. In the ITT analysis 70 patients were GT 1a, 26 GT 1b, 23 could not be differentiated between GT 1a or 1b, 8 GT 2, 4 GT 3, and 2 patients with multiple genotypes. The ITT treatment regimens consisted of 97 sofosbuvir(SOF)/ledipasvir(LDV), 8 SOF/LDV and ribavirin(RBV), 7 SOFand Simeprevir(SMV), 6 3D and RBV, 1 3D, 11 SOF and RBV, and 1 SOF, peg interferon alpha, and RBV. The overall SVR12 rate was 93% in the ITT analysis with a total of 6 patients relapsing. In patients with cirrhosis, 89% obtained SVR12. All 33 patients who were previous treatment failures achieved SVR12. Drug-drug interactions were identified in 56.4% of our patient population, 69 of which required interventions made by the pharmacist. The most common side effects were fatigue(41.4%), headache(28.6%), nausea(18.1%), and diarrhea(8.3%). No serious adverse effects were reported.CONCLUSION Dean Health System's integrated care model successfully managed patients being treated for hepatitis C virus(HCV). The integrated care model demonstrates high SVR rates amongst patients with different levels of fibrosis, genotypes, and HCV treatment history.

Integrity Assessment of Medical Devices for Improving Hospital Services

The present study examines the various techniques being used to maintain the integrity of the medical devices,and develops a quantitative framework to list these in the sequence of priority.To achieve the intended objective,the study employs the combined procedure of Fuzzy Analytic Network Process(ANP)and Fuzzy Technical for Order Preference by Similarities to Ideal Solution(TOPSIS).We selected fuzzy based decision making techniques for assessing the integrity of medical devices.The suggested methodology was then used for classifying the suitable techniques used to evaluate the integrity of medical devices.Different techniques or the procedures of integrity assessment were ranked according to their satisfaction weights.The rating of the options determined the order of priority for the procedures.As per the findings of the study,among all the options,A1 was assessed to be the most likely option.This means that the integrity of medical devices of A2 is the highest amongst all the chosen alternatives.This analysis will be a corroborative guideline for manufacturers and developers to quantitatively test the integrity of medical devices in order to engineer efficacious devices.The evaluations undertaken with the assistance of the planned procedure are accurate and conclusive.Hence instead of conducting a manual valuation,this experimental study is a better and reliable option for assessing the integrity of the medical devices.

A Concept Analysis of Decision-Making by Families in Critical Life Situations

Background: In 2017, the elderly made up 27.3% of Japan’s population, accounting for 57.2% of all ambulance trips. When an elderly person is in a critical life situation, it is difficult to ascertain their decisions about treatment choices, and for family members who become surrogate decision-makers, this is a grave responsibility. Aim: This study aimed to shed light on the constructs that support decision-making by family members and medical staff in critical situations, and to investigate decision-making by families of the elderly in critical situations. Method: We selected 29 papers published in Japan and elsewhere that focused on families involved in treatment decisions in critical life situations and analyzed them using Rodgers’ concept analysis approach. Results: From 475 codes, we extracted six attributes, four antecedents, and four consequences. The unusual setting of the “critical care unit”, lack of time, and unstable psychological state are all considered by family members making treatment decisions, along with the patient’s prognosis, their relationship with the patient, conjecture about the patient’s wishes, and taking other family member’s views into account. Medical staff supports the family throughout the process, through provision of treatment, preparing family members to face reality, empathizing with the difficulty of decision-making, building relationships with family members, monitoring the decision-making process, and being attentive to family members’ feelings until the end. Conclusion: Our results indicate the importance of advance confirmation of patients’ wishes, and the role played by cultural context and family relations in decision-making by family members of the elderly.

Multimodal integrated intervention for children with attentiondeficit/hyperactivity disorder

BACKGROUND Attention-deficit/hyperactivity disorder(ADHD)is one of the most common disorders in child and adolescent psychiatry,with a prevalence of more than 5%.Despite extensive research on ADHD in the last 10 to 20 years,effective treatments are still lacking.Instead,the concept of ADHD seems to have become broader and more heterogeneous.Therefore,the diagnosis and treatment of ADHD remains challenging for clinicians.AIM To investigate the effects of a multimodal integrated intervention for children with ADHD.METHODS Between March 2019 and September 2020,a total of 100 children with ADHD who were diagnosed and treated at our hospital were assessed for eligibility,two of whom revoked their consent.A case-control study was conducted in which the children were equally assigned,using a randomized number table,to either a medication group(methylphenidate hydrochloride extended-release tablets and atomoxetine hydrochloride tablets)or a multimodal integrated intervention group(medication+parent training+behavior modification+sensory integration therapy+sand tray therapy),with 49 patients in each group.The clinical endpoint was the efficacy of the different intervention modalities.RESULTS The two groups of children with ADHD had comparable patient characteristics(P>0.05).Multimodal integrated intervention resulted in a significantly higher treatment efficacy(91.84%)than medication alone(75.51%)(P<0.05).Children who received the multimodal integrated intervention showed lower scores in the Conners Parent Symptom Questionnaire and the Weiss Functional Impairment Rating Scale than those treated with medication alone(P<0.05).The Sensory Integration Scale scores of children in the multimodal integrated intervention group were higher than those of children in the medication group(P<0.05).Children who received the multimodal integrated intervention had higher compliance and family satisfaction and a lower incidence of adverse events than those treated with medication alone(P<0.05).CONCLUSION Multimodal integrated intervention effectively alleviated symptoms associated with ADHD in children.It enhanced their memory and attention with high safety and parental satisfaction,demonstrating good potential for clinical promotion.

Integration of Medical Care and Endowment: A New Exploration of Endowment Mode in the Context of Population Aging

China's aging pressure is increasingly serious. The elderly people are difficult to seek medical advice,the elderly dependency ratio is soaring,finance fails to bear such heavy load,and social endowment service pressure is also constantly increasing. Traditional endowment mode is already incapable of satisfying current endowment demands. On the basis of the population aging,this paper came up with the new endowment mode " hospital + nursing home" and analyzed its feasibility. Finally,it reached the conclusion that this endowment mode is helpful for solving problems of endowment and medical care,and alleviating the problem of population aging.

Clinical Characteristics of 42 SARS Patients and Their Treatment of Integrative Chinese and Western Medicine

Objective:To understand the clinical manifestation of severe acute respiratory syndrome (SARS) and explore its effective treatment with integrative Chinese and western medicine (ICWM). Methods:The data of patients, whose diagnosis of SARS had been confirmed were summarized and analyzed, and clinical observation was conducted when the patients were treated with ICWM. Results:In the early stage of the 42 patients, the symptoms revealed were fever in 100% of SARS patients, headache in 92. 9%, aversion to cold in 76. 2%, chest stuffiness in 76. 2% , cough in 73. 8% and myalgia in 88.1%; pulmonary lesion involves >3 lobes in 42. 9%, 2 lobes in 47. 6% and 1 lobe in 9. 5%; 61. 9% of them showed liver function abnormality (increase of ALT or AST), 47. 6% showed elevated myocardial enzyme (CK or CK-MB) , 0. 48% showed an inclination of renal function (higher of BUN or Cr); in their T lymphocyte subsets, 91. 2% (31/34 patients) had lowered CD3 and 76. 5% (26/34 patients) lowered CD4/CD8 ratio. In the mid-late stage, the symptoms were lassitude and weakness in 85. 7%, scare in 81. 0%, short of breath or chest stuffiness in 71. 4%, loss of appetite in 64. 3%;light dark tongue proper in 52. 4%, yellow and white tongue coating in 45. 2%, and yellow thick coating on the middle-root part of the tongue in 21. 4%. Most of them were asymptomatic when discharged from hospital, with 92. 8% of their pulmonary lesion, according to chest film, completely absorbed and liver function, myocardial enzyme and renal function all normalized. However, of the 30 patients who had CD3 reexamination, 70% of the CD3 showed lower than normal range and 36. 7% showed their CD4/CD8 inclined to lower margin, follow-up should be done for these patients. Of the 42 patients, who received western medicine (WM) alone in the early stage and ICWM in the mid-late stage, 10 were severe cases and 3 critical cases, but none of them died. The mean defervescent time was 3. 52±0. 85 days, the time for complete absorption of pulmonary lesion judged by chest X-ray film was 26. 82±5. 98 days, and the mean hospitalization time was 33. 60±4. 37 days. Conclusion:The manifestation of SARS is multifarious, showing that there were damage in multiple organs. The T lymphocyte count percentage and its subsets, CD3 and CD4 /CD8 ratio, are valuable for early diagnosis and follow-up in the rehabilitation stage. Majority of the patients could be clinically cured. Combined treatment of WM and TCM according to syndrome differentiation and psychiatric intervention are beneficial to remit partial symptoms and promote rehabilitation.

Integrated Product Development in Rhinoplasty:A Case Study

The 3D simulation in preoperative design for nasal plastic surgery was studied to help patients see the postoperative effects and reduce medical disputes.The study developed and clinically tested an innovative design for surgical guides for nasal plastic surgery,which showed positive results in patient satisfaction and accuracy in achieving the preoperative simulated effect.The study also investigated the process of designing and producing nasal prostheses and how patient feedback could be obtained using third-party social media voting.Patient satisfaction information was collected and evaluated using the Likert scale,and the data statistical analysis was carried out with the SPSS19.0 software.More than 94.1% of the patients were satisfied with the postoperative results.The study provides a good reference case for the integration of knowledge and skills from the medicine,design,and engineering fields in the development of medical devices.

Fully On-Chip Integrated Photodetector Front-End Dedicated to Real-Time Portable Optical Brain Imaging

Optical brain imaging using functional near infra-red spectroscopy (fNIRS) offers a portable and noninvasive tool for monitoring of blood oxygenation. In this paper we have introduced a new miniaturized photodetector front-end on achip to be applied in a portable fNIRS system. It includes silicon avalanche photodiodes (SiAPD), Transimpedance amplifier (TIA) front-end and Quench-Reset circuitry to operate in both linear and Geiger modes. So it can be applied for both continuous-wave fNIRS (CW-fNIRS) and also single-photon counting. Proposed SiAPD exhibits high-avalanche gain (>100), low-breakdown voltage ( V) and high photon detection efficiency accompanying with low dark count rates. The proposed TIA front-end offer a low power consumption ( mW), high-transimpedance gain (up to 250 MV/A), tunable bandwidth (1 kHz - 1 GHz) and very low input and output noise (~few fA/√Hz and few μV/√Hz). The Geiger-mode photon counting front-end also exhibits a controllable hold-off and rest time with an ultra fast quench-reset time (few ns). This integrated system has been implemented using submicron (0.35 μm) standard CMOS technology.

A Thought About the Integration of Urban and Rural Medicare

Presently, Chinese urban and rural medicare systems differ from each other in many aspects including coverage, payment, and funding patterns, etc, which accounting mainly for the serious situation of the division between urban and rural areas, among different areas and among different communities. The paper will firstly illustrate the purposes and principles of integrating urban and turn/medical insurance systems. Then, with the development of socialist core value--equity, the consideration of the development of the social security system, and the consideration of the strengthening of the rural and urban economy, integrating three main basic health insurance systems is required to take place urgently, In the last part, it provides the strategic development of the inter,ration of the dual svstem.so as to build an uniform social insurance system.