An Integrated Analysis of Yield Prediction Models:A Comprehensive Review of Advancements and Challenges

The growing global requirement for food and the need for sustainable farming in an era of a changing climate and scarce resources have inspired substantial crop yield prediction research.Deep learning(DL)and machine learning(ML)models effectively deal with such challenges.This research paper comprehensively analyses recent advancements in crop yield prediction from January 2016 to March 2024.In addition,it analyses the effectiveness of various input parameters considered in crop yield prediction models.We conducted an in-depth search and gathered studies that employed crop modeling and AI-based methods to predict crop yield.The total number of articles reviewed for crop yield prediction using ML,meta-modeling(Crop models coupled with ML/DL),and DL-based prediction models and input parameter selection is 125.We conduct the research by setting up five objectives for this research and discussing them after analyzing the selected research papers.Each study is assessed based on the crop type,input parameters employed for prediction,the modeling techniques adopted,and the evaluation metrics used for estimatingmodel performance.We also discuss the ethical and social impacts of AI on agriculture.However,various approaches presented in the scientific literature have delivered impressive predictions,they are complicateddue to intricate,multifactorial influences oncropgrowthand theneed for accuratedata-driven models.Therefore,thorough research is required to deal with challenges in predicting agricultural output.

Determining future high speed rail review topics through bibliometric analysis

As High Speed Rail(HSR)has proliferated globally,so has a related research field dedicated to exploring and addressing its unique issues.Yet,studies to understand and classify the HSR research domain are limited.This paper addresses the gap,using bibliometric analysis to identify future research areas and 20 candidate topics for literature review based on keyword analysis through VOSviewer.Article and review papers related to HSR published in the last 20 years(2003-2022)were retrieved from Scopus,and then analyzed to determine the split in knowledge between languages,the collaboration between countries and institutions,highly productive and cited journals,and research topics which have and have not been reviewed.Approximately 30%of the search results were published exclusively in Chinese,highlighting the importance of extending the evaluation to cover both languages.This is a novel aspect of the work,which has enabled the recognition of potential knowledge gaps.It is recommended that future reviews incorporate works in both languages,possibly through international collaboration.Institutions in China and other countries that are strong collaborators have been identified,as well as relevant,highly cited journals.

Therapeutic Communication Methods Targeting Families and Family Members: A Literature Review

Background and Purpose: Therapeutic communication is a new term in family health care nursing, defined by Hohashi (2019) as a method of family intervention, and characterized by inclusion of not only verbal conversation but also nonverbal interaction. However, specific therapeutic communication methods have not been systematized. The purpose of this study was to clarify therapeutic communication methods for families/family members from the perspectives of verbal communication and non-verbal communication through a review of existing literature. Methods: We conducted a search using the medical literature databases PubMed and Ichushi-Web using the keywords “therapeutic communication”. Analysis was performed on seven articles from PubMed and 14 articles from Ichushi-Web that described therapeutic communication methods performed by healthcare professionals for families/family members. Through directed content analysis, therapeutic communication methods were subcategorized, and classified into three categories: verbal communication, non-verbal communication, and verbal/non-verbal communication. Results: A total of 23 subcategories were extracted. Verbal communication included 11 subcategories, such as “asking questions using the communicatee’s words as they are”. Non-verbal communication included five subcategories, such as “noticing changes in the content of the communicatee’s story”. And verbal/non-verbal communication featured seven subcategories, such as “making the communicatee aware of one’s own beliefs”. Conclusion: Therapeutic communication methods included basic care/caring in family interviews/meetings, as well as verbal communication and non-verbal communication that act on family/family members’ beliefs. It is believed that changes in family/family members’ beliefs can be used to eliminate, reduce, or improve problematic conditions in the family. .

Socialization Development of ESG Business Models in Representative Asia-Pacific Countries:A State-of-the-Art Review and Recommendation

The integration of environmental,social,and governance(ESG)principles has become a pivotal factor in shaping sustainable and responsible corporate practices.The present study investigates the integration of ESG principles within corporate governance models in Asia-Pacific countries,focusing on socialization.By examining the governance culture,legal frameworks,and corporate practices in these representative countries,the paper delineates a strategic framework for embedding social governance into corporate strategies.The study introduces a Cultural,Economic,Legal,and Political(CELP)framework to assess corporate social governance,investigating the correlation between business practices and social changes.Through a systematic literature review and detailed thematic analysis,this paper aims to offer actionable insights and recommendations,guiding corporations in their transition towards more sustainable and socially responsible business practices.

The Classic Shaping of Typical Female Images by Mulan Motif in Historical Times-Historical Review and Textual Sorting of the Motif

The image of Mulan is well known to the public as an important symbol in the dissemination of Chinese excellent traditional culture.This paper aims to summarise the mother-title from traditional canonical texts,to explore the content and value of sustainable IP development,and to study a large number of derivatives with the image of Mulan as the mother-title,based on the wide circulation of the prototype of the mother-title“The Poem of Mulan”(木兰辞)and the positive values conveyed by the content.Through the processing and imagination of scholars and writers on the mother text in the past generations,the image of Mulan has gradually formed a relatively stable cultural communication theme in the process of dissemination in China’s historical period,and many adaptations with international influence based on the mother title of Mulan have emerged in the foreign dissemination,so through the combing and summarisation of the textual works of various periods both at home and abroad,we will dig out the textual transmission of the mother title of Mulan,which is representative of the mother title of China’s excellent traditional culture,and the development of the Chinese spiritual core.The Development of the Chinese Spiritual Kernel.This paper adopts research methods such as documentary evidence method and discourse analysis to show the textual flow of Mulan’s parent theme in a more diversified form.

Irregular dietary habits as a predictor of stunting occurrence among children under 5 years of age:a literature review

Objective:To identify the illustration of feeding patterns of stunting children using literature review method.Methods:This study was a descriptive narrative research using literature review approach to explore dietary habits of children with stunting problem.All the literature review processes employed Guideline Review measurement of Joanna Briggs Institute.Related ar ticles in literature were obtained from journal databases,such as Pub Med,Science Direct,Google Scholar,and Dimensions through structured research question with Patient,Exposure an interest,Outcome or response(PEO)methods.Results:This study found 2246 published ar ticles from 2018 to 2021 about children with stunting.Screening process was conducted fur ther to eliminate ar ticles with irrelevant titles and abstracts,and also the unsuitable ar ticles with the research question;hence,about 9 ar ticles were eligible to be reviewed ahead.All these ar ticles mentioned that children with irregular dietary habits would likely experience stunting.The low intake of nutritional food became the major predictor of stunting.Conclusions:Inappropriate feeding patterns and the variety of food were being the factors of stunting emergence among children<5 years of age.High consumption of carbohydrates,less animal-based protein,and misunderstanding about intake of sweetenedcondensed milk predisposed children to suffer stunting.

A Case of Lautropia mirabilis Infection in a Lung Transplant Patient and a Review of the Literature

Lautropia mirabilis is an opportunistic pathogen that typically causes intestinal and oral infections when the body’s immune system is compromised or the microbial flora is imbalanced.Respiratory infections caused by Lautropia mirabilis are extremely rare.The symptoms and severity of Lautropia mirabilis infection may vary depending on individual differences and the site of infection.Through a review of relevant literature and this case study,it has been observed that Lautropia mirabilis may also cause pulmonary infectious diseases,and in immunocompromised patients,it can lead to severe infections,potentially resulting in death.

A Case of Waldenström Macroglobulinemia with Acute Kidney Injury as the First Manifestation and Literature Review

Waldenström macroglobulinemia is a rare lymphoid tumor accounting for 2% of all hematological malignancies. Renal complications are less common compared to multiple myeloma, with the most frequent renal manifestations being microproteinuria and microhematuria. This paper presents a case of Waldenström macroglobulinemia with acute kidney injury as the initial manifestation. A 75-year-old male was admitted to the Affiliated Hospital of Hebei University after elevated blood creatinine levels were detected for one day. Upon admission, his blood creatinine was 255 μmol/L, urine protein was 1+, urine erythrocytes were negative, electrophoresis showed IgM positivity in the κ-region, and a bone marrow biopsy indicated a tendency towards lymphoplasmacytic lymphoma. The patient was discharged after receiving a treatment regimen of prednisone acetate, thalidomide, and cyclophosphamide, and continued oral medication outside the hospital. The patient returned two weeks later due to diarrhea and was found to have a blood creatinine level of 985 μmol/L, along with severe acidosis and hyperkalemia. The patient refused renal replacement therapy and was not followed up, resulting in a poor prognosis. Additionally, a review of the literature is provided to contextualize this case within the broader scope of existing research.

A Review of Artificial Intelligence in K-12 Education

Artificial intelligence (AI) has garnered significant interest within the educational domain over the past decade, promising to revolutionise teaching and learning. This paper provides a comprehensive overview of systematic reviews conducted from 2010 to 2023 on the implementation of AI in K-12 education. By synthesising findings from ten selected systematic reviews, this study explores the multifaceted opportunities and challenges posed by AI in education. The analysis reveals several key findings: AI’s potential to personalise learning, enhance student motivation, and improve teaching efficiency are highlighted as major strengths. However, the study also identifies critical concerns, including teacher resistance, high implementation costs, ethical considerations, and the need for extensive teacher training. These findings represent the most significant insights from the analysis, while additional findings further underscore the complexity and scope of AI integration in educational settings. The study employs a SWOT analysis to summarise these insights, identifying key areas for future research and policy development. This review aims to guide educators, policymakers, and researchers in effectively leveraging AI to enhance educational outcomes while addressing its inherent challenges.

Lactation breast abscess treated with Gualou Xiaoyong decoction and painless lactation manipulation:A case report and review of literature

BACKGROUND Breast abscess during lactation is a severe complication of acute mastitis,which can lead to discomfort,high fever,breast fistula,sepsis,septic shock,breast damage,disease persistence and frequent hospitalization.Breast abscesses may also lead the mother to discontinue breastfeeding,thereby harming the infant’s health.The predominant pathogenic bacteria are Staphylococcus aureus,Staphylococcus epidermidis and Streptococcus.The incidence of breastfeeding abscesses in breastfeeding women ranges between 4.0%and 11.0%.In cases of breast abscess,the rate of cessation of lactation is 41.0%.In instances of breast fistula,the rate of cessation of lactation is very high(66.7%).Furthermore,50.0%of women with breast abscesses must be hospitalized and treated with intravenous antibiotics.Treatment includes antibiotics,abscess puncture and surgical incision and drainage.The patients suffer from stress,pain and easily induced breast scarring;the disease’s progression is prolonged and recurrent,interfering with infant feeding.Consequently,it is crucial to discover an adequate cure.CASE SUMMARY A 28-year-old woman with a breast abscess was treated with Gualou Xiaoyong decoction and painless breast opening manipulation 24 d after cesarean delivery.On the 2nd d of treatment,the patient’s breast mass was significantly reduced,the pain was significantly reduced,and the general asthenia was improved.All conscious symptoms disappeared after 3 d,breast abscesses faded after 12 d of treatment,inflammation images disappeared after 27 d,and normal lactation images were restored.CONCLUSION In treating breast abscesses during breastfeeding,the combination of Gualou Xiaoyong decoction and painless lactation provides a positive therapeutic impact.This disease’s treatment offers the advantages of a short course of treatment,no need to discontinue breastfeeding and the ability to rapidly mitigate symptoms,which can be used as a reference in clinical practice.

Syphilitic uveitis in HIV-positive patients: report of a case series, treatment outcomes, and comprehensive review of the literature

AIM:To report the clinical characteristics,treatment and outcomes of active syphilitic uveitis in human immunodeficiency virus(HIV)positive patients and compare them with the previously published data.METHODS:Retrospective analysis of the case series from an infectious disease center in southern China was conducted.Comprehensive review of previously published cases of HIV positive syphilitic uveitis was conducted using the PubMed and Web of Science databases and the references listed in the identified articles.RESULTS:Twelve HIV positive patients with active syphilitic uveitis were collected.All were male,with age of 36.3y(range 27 to 53y).Five(41.7%)had a history of syphilis,and three of them had received anti-syphilis treatment.Ocular manifestations included corneal epithelial defect(13%),complicated cataract(17.4%),vitreous opacity(82.6%),optic disc edema(26.1%),macular edema(30.4%),neuro-retinitis(43.5%),and retinal hemorrhage(26.1%).After standardized syphilitic treatment,intraocular inflammation was reduced and vision improved in all cases.The literature review summarizes 105 previously reported cases of HIV positive syphilitic uveitis.High serum rapid plasma regain(RPR)titers may be associated with severe uveitis and poor vision.Treatment with penicillin,ceftriaxone sodium,or penicillin plus benzylpenicillin instead of using benzylpenicillin alone can significantly improve bestcorrected visual acuity(BCVA)in HIV positive ocular syphilis patients.CONCLUSION:For HIV positive syphilitic uveitis patients,prompt diagnosis and appropriate treatment and follow-up are paramount.In our series,the clinical manifestations are diverse.Syphilis patients treated by penicillin G or long-acting penicillin before may still develop syphilitic uveitis.Patients who relapse after long-term penicillin treatment can still benefit from penicillin G.

Efficacy of anlotinib combined with radioiodine to treat scalp metastasis of papillary thyroid cancer:A case report and review of literature

BACKGROUND Papillary thyroid cancer(PTC)is one of the well-differentiated thyroid tumors.Cutaneous metastasis from differentiated thyroid cancers occurs in<1%of primary thyroid carcinomas but produces the worst survival prognosis.The multi-targeting tyrosine kinase inhibitor anlotinib has been approved to treat refractory advanced non-small-cell lung cancer as well as advanced soft-tissue and clear cell sarcomas in China.CASE SUMMARY In a patient with scalp metastasis caused by PTC,thyroid and skull metastasis tumor sizes were significantly reduced after a trial of neoadjuvant anlotinib therapy for 3 cycles.Anlotinib maintenance medication after thyroidectomy further reduced the metastatic skull tumor size thereby preventing the requirement for craniotomy.CONCLUSION The outcome of the present trial confirmed the potential of anlotinib therapy to treat scalp metastasis induced by PTC and point the way for the treatment of similar diseases in the future.

CK5/6-positive,P63-positive lymphoepithelioma-like hepatocellular carcinoma:A case report and literature review

BACKGROUND Lymphoepithelioma-like carcinoma(LELC),a rare and unique variant of liver cancer,can be divided into lymphoepithelioma-like hepatocellular carcinoma and lymphoepithelioma-like intrahepatic cholangiocarcinoma.Dense lymphocytic infiltration is its characteristic pathological feature.In recent years,the number of reported cases of this type has increased each year.Studies have shown that lymphoepithelioma-like cholangiocarcinoma occurs more frequently in Asian women;LELC is associated with Epstein–Barr virus infection of liver cells of epithelial origin.Existing research shows that the prognosis of this tumour is good.CASE SUMMARY A 38-year-old female patient was hospitalized after 3 mo of abdominal pain and nausea.She had been infected with hepatitis B virus more than 10 years prior.The patient was hospitalized on January 21,2022.Magnetic resonance imaging showed a 36 mm×28 mm mass under the envelope of the left inner lobe of the liver.No metastasis of lymph nodes or other organs was observed.After left hemihepatectomy,biopsy and immunohistochemistry yielded a final diagnosis of lymphoepithelial hepatocellular carcinoma.After 12 mo of outpatient follow-up and chemotherapy,no tumour metastases were found on the latest computed tomography examination.CONCLUSION Herein,the patient was treated surgically and then followed up as an outpatient for 12 mo.This case will further expand our overall knowledge of the diagnosis and treatment of this rare tumor.

Explainable Rules and Heuristics in AI Algorithm Recommendation Approaches——A Systematic Literature Review and Mapping Study

The exponential use of artificial intelligence(AI)to solve and automated complex tasks has catapulted its popularity generating some challenges that need to be addressed.While AI is a powerfulmeans to discover interesting patterns and obtain predictive models,the use of these algorithms comes with a great responsibility,as an incomplete or unbalanced set of training data or an unproper interpretation of the models’outcomes could result in misleading conclusions that ultimately could become very dangerous.For these reasons,it is important to rely on expert knowledge when applying these methods.However,not every user can count on this specific expertise;non-AIexpert users could also benefit from applying these powerful algorithms to their domain problems,but they need basic guidelines to obtain themost out of AI models.The goal of this work is to present a systematic review of the literature to analyze studies whose outcomes are explainable rules and heuristics to select suitable AI algorithms given a set of input features.The systematic review follows the methodology proposed by Kitchenham and other authors in the field of software engineering.As a result,9 papers that tackle AI algorithmrecommendation through tangible and traceable rules and heuristics were collected.The reduced number of retrieved papers suggests a lack of reporting explicit rules and heuristics when testing the suitability and performance of AI algorithms.

Adoption of Improved Rice Varieties in the Global South:A Review

Improved rice varieties(IRVs)play a significant role in establishing food security and improving livelihood in the Global South since its introduction in the 1960s.However,the adoption of new IRVs has remained relatively low.This low adoption poses a challenge to rice-producing and consuming countries as they are increasingly threatened by production shortages,malnutrition,and poor rice quality.Many empirical studies have attempted to identify the determinants influencing the adoption of IRVs by distinguishing the characteristics between adopters and non-adopters.This review showed a consensus on the important determinants influencing the adoption of IRVs in the Global South.Findings synthesized from 99 studies suggested that variables(farm size,education,information access and farm location)examined extensively are not necessarily the most important determinants of adoption when undertaking a weighted analysis.Terrain,source of seed and technology-related attributes(perceived yield,maturity,ease of use,marketability and technical efficiency)are more important determinants of adoption,with determinants changing according to adoption type(probability or intensity of adoption),variety type and region.The recommendations for future adoption studies include:incorporating more technology-specific variables,increasing research for overlooked regions and variety types,shifting away from predominant static analysis by capturing the dynamics of the adoption process,and considering the potential biases in analyses.This review will facilitate the development of targeted interventions and policies that promote IRV adoption in the Global South.

Hypophosphatemia as a prognostic tool for post-hepatectomy liver failure:A systematic review

BACKGROUND Post-hepatectomy liver failure(PHLF)is one of the main causes of postoperative mortality and is challenging to predict early in patients after liver resection.Some studies suggest that the postoperative serum phosphorus might predict outcomes in these patients.AIM To perform a systematic literature review on hypophosphatemia and evaluate it as a prognostic factor for PHLF and overall morbidity.METHODS This systematic review was performed according to preferred reporting items for systematic reviews and meta-analyses statement.A study protocol for the review was registered in the International Prospective Register of Systematic Reviews database.PubMed,Cochrane and Lippincott Williams&Wilkins databases were systematically searched up to March 31,2022 for studies analyzing postoperative hypophosphatemia as a prognostic factor for PHLF,overall postoperative morbidity and liver regeneration.The quality assessment of the included cohort studies was performed according to the Newcastle-Ottawa Scale.RESULTS After final assessment,nine studies(eight retrospective and one prospective cohort study)with 1677 patients were included in the systematic review.All selected studies scored≥6 points according to the Newcastle-Ottawa Scale.Cutoff values of hypophosphatemia varied from<1 mg/dL to≤2.5 mg/dL in selected studies with≤2.5 mg/dL being the most used defining value.Five studies analyzed PHLF,while the remaining four analyzed overall complications as a main outcome associated with hypophosphatemia.Only two of the selected studies analyzed postoperative liver regeneration,with reported better postoperative liver regeneration in cases of postoperative hypophosphatemia.In three studies hypophosphatemia was associated with better postoperative outcomes,while six studies revealed hypophosphatemia as a predictive factor for worse patient outcomes.CONCLUSION Changes of the postoperative serum phosphorus level might be useful for predicting outcomes after liver resection.However,routine measurement of perioperative serum phosphorus levels remains questionable and should be evaluated individually.

Granular cell tumor of the breast:A case report and review of literature

BACKGROUND Granular cell tumor(GCT)of the breast(GCTB)is a rare neoplasm that can exhibit malignant characteristics both clinically and radiologically.This tumor can also coexist and colocalize with breast carcinoma.CASE SUMMARY We present a patient with this uncommon tumor and discuss the diagnostic and therapeutic approaches in order to further the knowledge of GCTB and prevent misdiagnosis and overtreatment.The characteristics of the tumor,methods of diagnosis,therapy and postoperative pathological outcomes were analyzed,and relevant literatures of GCTs were reviewed.The patient underwent surgery after core needle biopsy,and the excised neoplasm was sent for pathological examination.Histological analysis revealed nests of cells with abundant pink granular cytoplasm,confirming the diagnosis of GCTB.CONCLUSION As manifestations of GCT and malignancy can mimic each other,a careful histological examination is essential before major surgery.Treatment consisting of complete excision with close clinical follow-up is recommended.

Renal pelvis sarcomatoid carcinoma with renal vein tumor thrombus:A case report and literature review

BACKGROUND Renal pelvis sarcomatoid carcinoma(RPSC)is a rare and aggressive malignancy whose diagnosis is difficult because radiological imaging results can lead to misclassification as a more common type of renal tumor.In addition,clinical management of patients with RPSC is difficult because of the limited efficacy of available treatments.In this study,we present a comprehensive description of a patient who presented with RPSC and a simultaneous renal vein tumor thrombus.CASE SUMMARY During April,2020,a 64-year-old female presented with an isolated episode of hematuria accompanied by abdominal pain.Computed tomography(CT)and magnetic resonance imaging(MRI)showed a lesion in the right renal pelvis.We therefore performed a radical nephrectomy of the right kidney.The subsequent histopathological and immunological results verified the diagnosis of RPSC.Despite administration of 6 cycles of a gemcitabine-cisplatin regimen,the patient's condition progressively deteriorated,and she died about 15 mo after the nephrectomy.CONCLUSION We performed a comprehensive analysis of a patient with RPSC that included CT,MRI,immunohistochemistry,and genetic testing.The insights from our detailed analysis of this patient and our concomitant review of the literature may assist clinicians in their diagnosis and treatment of RPSC.

A Literature Review on “Non- Marriage”: A Global Comparative Perspective

This paper presents a comprehensive analysis and comparison of the existing literature on the phenomenon of non-marriage or staying unmarried in Asian countries such as China,Japan,South Korea,and Singapore,as well as European and American countries such as Spain and the US,and explores the trends,characteristics as well as reasons behind such a phenomenon.Through analysis,the present study found that there is a growing trend of postponed marriage and parenthood as well as an increasing proportion of individuals who exhibit no enthusiasm towards matrimony or parenthood in the aforementioned countries.To some extent,non-marriage or postponed marriage has become a prevalent trend in developed countries and even some developing countries.Japan,South Korea,and several developed countries in Europe and America have exhibited this phenomenon since the middle to late 20th century,with a relatively long history.The emergence of this phenomenon in China,Malaysia,the Philippines,and other developing countries in Asia,however,was relatively late,exhibiting a gradual development process.The current marriage landscape in China is characterized by a growing number of non-marriage individuals and a significant level of marital stability.In terms of reasons for staying unmarried,the marriage rates in the aforementioned countries can be attributed to various factors at macro,meso,and micro levels.In China,the phenomenon of non-marriage is closely associated with a range of factors,including diverse values and attitudes towards romance and marriage,marriage squeeze,education expansion,and the rise in females’economic and social status.The emphasis in future research should be placed on predicting the phenomenon of non-marriage,with a specific focus on exploring the reasons for advocating non-marriage,examining the internal mechanisms underlying this phenomenon,analyzing the consequences of non-marriage,and proposing corresponding countermeasures while establishing the public identity towards marriage.

Congenital leukemia: A case report and review of literature

BACKGROUND Acute leukemia in newborns is also known as neonatal or congenital leukemia(CL)and is a rare disease with an incidence rate of 1-5 per 1000000 live births.After birth,infants with CL exhibit infiltrative cutaneous nodules,hepatosplenomegaly,thrombocytopenia,and immature leukocytes in the peripheral blood.These symptoms are frequently accompanied by congenital abnormalities including trisomy 21,trisomy 9,trisomy 13,or Turner syndrome.Despite significant advances in disease management,the survival rate is approximately 25%at 2 years.CASE SUMMARY Here,we document a case of trisomy 21-related acute myeloid leukemia(AML)in a female neonate.The baby was sent to the neonatal intensive care unit because of anorexia,poor responsiveness,and respiratory distress.She was diagnosed with AML based on bone marrow aspiration and immunophenotyping.Genetic sequencing identified a mutation in the GATA1 gene.After receiving the diagnosis,the parents decided against medical care for their child,and the baby died at home on day 9 after birth.CONCLUSIONS The newborn infant was diagnosed with trisomy 21-related AML.Genetic sequencing identified a mutation in the GATA1 gene.The parents abandoned medical treatment for their infant after receiving the diagnosis,and the infant died at home on the 9th day after birth.