AI Diagnostic Accuracy Meta-Analysis and Statistical Outputs

@zubairbadar98

My name is Muhammad, and I have a diverse background perfectly idyllic for your project. As an experienced academic writer with extensive statistical knowledge, I'm well-versed in the intricacies of diagnostic test accuracy meta-analysis, having crafted multiple theses and papers. My special skillset in data analysis and interpretation combined with my familiarity with R, SAS, and MetaDTA makes me an appropriate choice for your project. In the context of your study examining artificial intelligence's diagnostic accuracy in malaria detection, my understanding of AI, infectious diseases, and medical microscopy will be of utmost value. I can critically assess the provided quantitative data and conduct an apt statistical model like bivariate random-effects or hierarchical summary receiver operating characteristic that fits your precise needs. Moreover, my proficiency in generating publication-quality figures such as forest plots for each subgroup analysis and SROC plots ensuring clear depiction of relevant study-level estimates combined with concise yet comprehensive summary tables would greatly contribute to impactful representation of your research work. Choosing me would gain you not only timely delivery of desired outputs but also enhance the confidentiality, précised explanations, and systematic recordkeeping required for a reliable research project.

@rabbiawebjuggler

As a highly skilled data analyst, I believe I would be the perfect fit for your project. My experience in data analysis and mining, particularly with MS Excel as well as R and Python, makes me proficient in handling large datasets and generating precise results- something that is key in your project. I have proven expertise in producing publication-quality forest plots, conducting diagnostic accuracy meta-analysis, utilizing bivariate random-effects models, producing sensitivity and specificity forest plots, as well as generating SROC figures with confidence and prediction regions. Having previously worked on similar projects where meticulousness was crucial, I can assure you of high-quality work that adheres to strict publication standards. Additionally, I understand the importance of confidentiality, especially when it comes to sensitive research data. Your provided spreadsheet and research data will remain confidential throughout our collaboration. Ultimately, my goal is to deliver comprehensive analysis and visually appealing figures that will enhance the quality of your postgraduate biomedical science thesis. By choosing me for the job, you are ensuring a complete package including efficient handling of large datasets alongside insightful statistical outputs for your project. I am eager to apply my skills to your crucial malaria detection study using AI; let's produce excellent work together!

@ShaikhAneesa

Hi there, I understand you need an experienced biostatistician to perform a diagnostic test accuracy meta-analysis and produce publication-quality forest plots, SROC/HSROC figures, and pooled diagnostic accuracy estimates for your postgraduate thesis. I am confident I can deliver statistically rigorous analyses that align with current reporting standards. My approach will be to first validate the extracted 2×2 data and subgroup allocation, then perform the analysis using a bivariate random-effects/HSROC model in R (mada, meta, metafor, diagmeta) or Stata if preferred. I will generate coupled sensitivity and specificity forest plots, SROC/HSROC curves with confidence and prediction regions, pooled sensitivity, specificity, likelihood ratios, diagnostic odds ratios, and heterogeneity measures. All figures will be publication-ready, and I will provide fully commented code, reproducible outputs, and a concise technical summary of the methodology, assumptions, exclusions, and findings. The deliverable will include high-resolution figures, summary tables, study inclusion lists, reproducible statistical code, and complete documentation suitable for thesis submission and future publication. Have the included studies already undergone quality assessment (e.g., QUADAS-2), or would you like that incorporated into the analysis and reporting? I'm ready to start immediately. Warm Regards, Aneesa.

@citijayamala

1. I am an expert in Statistics, Regression analysis, Linear regression analysis, p value, ANOVAs, etc. I use excel and other statistical software like SPSS, STATA, E-views for data analysis and statistical analysis based on client requirement. 2. Have done many projects in statistics using SPSS, STATA, E-views. I read your project and sure I can handle your project. 3. Your project will be delivered on time with high standard 4. Assistance will be provided with number of clarifications until client satisfaction 5. I will provide assistance even after the payment. And will maintain data (content) security. Please connect in chat for more discussion, Regards, Jaya

@usmanbashir12100

Hi, I understand you need an experienced biostatistician to perform a diagnostic accuracy meta-analysis and produce publication-quality forest plots, SROC/HSROC figures, and statistical summaries for your postgraduate biomedical research. I have experience with diagnostic test accuracy analysis, bivariate random-effects models, HSROC/SROC methods, sensitivity and specificity pooling, heterogeneity assessment, and generating high-quality statistical visualizations using R and related tools. I can review the extracted data, validate study groupings, perform the analysis, provide publication-ready figures, summary tables, complete analysis code, and a clear technical explanation of the methods and findings. I’ll ensure the outputs are accurate, reproducible, and suitable for thesis or academic publication requirements. Best regards, Muhammad Usman

@eldadshericks

Dear client, I am an econometrician by profession, and by using STATA, I can help you uncover insights from your data. I am an expert in regression analysis, enabling me to perform the necessary econometric modeling in Stata. This involves selecting the appropriate regression models, estimating the parameters, and conducting hypothesis tests to assess the significance of the relationships between variables, ultimately yielding a comprehensive interpretation of the regression analysis results. I carefully analyze the coefficients, standard errors, p-values, and goodness-of-fit measures to understand the relationships between variables and draw meaningful conclusions from the analysis. Finally, I deliver a detailed report summarizing the analysis, findings, and interpretation of results clearly and concisely, making it easy for you to understand and effectively communicate the findings. Please get in touch so we can proceed with the project.

@snehamehta525

Hello, Greetings of the day! I bring a strong multidisciplinary background in data science, analytics, and modern development practices, enabling me to deliver accurate, scalable, and insight-driven solutions. My expertise includes machine learning and deep learning using Python and R, advanced statistical analysis, and robust data cleaning across SPSS, Stata, Excel, and MySQL. I am highly proficient in transforming raw datasets into structured, reliable formats that support meaningful modelling and reporting. I also specialize in location and geospatial analytics using ArcGIS, along with web scraping and API integration to enrich and automate data pipelines. For visualization and communication of insights, I work with Power BI, Tableau, and Blender to create clear, interactive, and compelling dashboards. To ensure smooth deployment and reliability, I have hands-on experience with containerization tools such as Docker and Kubernetes. I follow Agile methodologies, including Kanban, to maintain transparent workflows, consistent progress, and timely delivery. With a commitment to quality, precision, and client-focused solutions, I am confident in delivering end-to-end analytical support tailored to your project requirements.

@TheRSTeam

Hi, I am a data analyst/statistician and Economist with more than 6 years of experience. I can do your project, Please take time to check my profile and then you decide to contact me.

@Maryam015014

As a proficient biostatistician, I can confidently say that I possess the necessary skills and experience to complete your AI diagnostic accuracy meta-analysis and deliver all the required outputs. Having worked extensively in the domain of diagnostic test accuracy meta-analysis, I have considerable firsthand experience in using bivariate random-effects and hierarchical summary receiver operating characteristic models. My adeptness at generating forest plots for sensitivity and specificity, as well as SROC or HSROC figures - complete with 95% confidence region and prediction region - makes me an ideal candidate for your project. Moreover, my proficiency in R and other equivalent statistical software will ensure a smooth and efficient analysis process, reinforced by my commitment to delivering publication-quality outputs. Confidentiality is a paramount priority for me, as underscored by my numerous projects for clients who demand similar sensitivity about their research data. My solid command over Microsoft Word facilitates seamless incorporation of highly resolved figures into your thesis presentation. Finally, hiring me would not only guarantee meticulous completion of the given tasks but also an insightful technical explanation of the statistical model, assumptions, exclusions and findings. Choose me today to infuse your research with exemplary analysis!

@qualityxenter

Affordable, Early Delivery. ★★★★★★★★★★★★★★I hold a Masters degree which gives me the requisite background to handle writing from various subjects. I am a highly committed person towards my work. You can rely on QualityXenter for quality and consistency in writing. We never violate copyright rules. I have vast amount of experience in this industry since I am working from 2015 as a professional writer. I provide many modifications till to get your satisfactions. I have access to enough journals to use in your research project. I always produce quality work at VERY LOW RATES so, don't worry if you have a low budget for your work, I will be very happy to make a new client like you. I am producing quality work for my clients including ARTICLE WRITING, REPORT WRITING, ESSAY WRITING, RESEARCH PAPERS, BUSINESS PLAN, TECHNICAL WRITING, MATLAB, THESIS, ACCOUNTING & FINANCE work ETC. Go through my profile link https://www.freelancer.com/u/qualityxenter

@CRBW

As an expert biostatistician, I believe I am the perfect fit for your project. My significant background in diagnostic test accuracy meta-analysis, bivariate random-effects modeling, SROC analysis, and creating precise and publication-quality figures is directly aligned with your requirements. I have extensive experience with R, Stata, SAS and confidently use these tools to deliver accurate and high-quality statistical analysis like forest plots and SROC figures. In my previous work, I have successfully handled complex meta-analyses involving large datasets. I am adept at organizing disparate studies into meaningful subgroups, ensuring that each analysis is appropriate, robust, and comprehensive. Moreover, I understand the need for confidentiality in academic research and guarantee complete privacy and protection for your valuable spreadsheet and data. My technical writing fluency is another asset for this project. My briefs detailing key statistical models, assumptions, exclusions, findings have always been well-received by clients and greatly appreciated by their target audience. Lastly, while not explicitly mentioned in your required expertise section, my proficiency in working on a wide range of interdisciplinary projects has undoubtedly made me a more resourceful statistician.

@koolvishruth

Hi Sir, I have 7 years of experience in Statistical analysis and data analysis.I will deliver end to end as mentioned.I would like to connect through chat to know more in depth

@KolmanOuassou

Hi, I have been in the role for 6+ years and work as a data analyst, statistician and economist. I Have the ability to provide excellent work and the needs of your project. Would you be able to look at my profile and provide more information on previous projects and Reviews about my work as a contractor? Looking forward to your response. Best regards,

@emilesd617

Hi, I am a biostatistics and data analysis specialist with 8 years of rich experience in software development. I am familiar with R, SAS, SPSS, Biostatistics, Statistical Analysis, Diagnostic Test Accuracy Meta-analysis, HSROC Modeling, Excel, Data Analysis, and Technical Writing. I understand that you need publication-quality diagnostic accuracy meta-analysis outputs for your postgraduate thesis. I can validate the extracted diagnostic data, perform bivariate random-effects or HSROC analysis, generate publication-ready forest plots and SROC figures, calculate pooled diagnostic accuracy measures with heterogeneity statistics, and provide well-documented statistical code together with a concise technical summary suitable for academic use. I'm an individual freelancer and can work on any time zone you want. Please contact me with the best time for you to have a quick chat. Looking forward to discussing more details. Thanks. Emile.

@Bhartifreelancer

Hello, With a wealth of experience in data analysis, my proficiencies align seamlessly with the requirements of your project. Though most of my expertise lies within the digital marketing realm, I have proven to be an adaptable professional and approach each task with dedication and precision. Proficient in R and Stata, I am skilled in conducting diagnostic test accuracy meta-analyses employing bivariate random-effects or hierarchical summary receiver operating characteristic models. To illustrate my capabilities further, let me share that I recently concluded a project similar to yours. I produced comprehensive diagnostic accuracy forest plots and SROC figures for a specialized research tract. One element that sets me apart is my ability to communicate technical information in a clear yet concise manner - essential when providing a brief technical explanation of your statistical model, assumptions, exclusions, and findings. Besy regards Bharti

@MZITSERVICES

Hi there, I am A.R.M. MASUD with a strong background in data science. I propose to conduct an econometric analysis aimed at Econometrics, Finance, Accounting Analysis "examining the impact of education on income levels using cross-sectional data. This project will involve data cleaning and preparation, Model specification and estimation using appropriate Econometrics, Finance, and accounting techniques (such as OLS, panel data, probit/logit, or time series methods). Provide visualizations (regression plots, residual plots) and interpret the results using diagnostic tests to ensure robustness. The analysis will be performed using statistical software such as SPSS, STATA, R, or Python, and findings will be summarized in a clear, concise report with actionable insights or policy recommendations. The project will be completed within your timeframe and will include all relevant datasets, code, and documentation. https://www.freelancer.com.bd/projects/excel/Finance-Excel-Sheet-Population/reviews https://www.freelancer.com.bd/projects/python/Python-Financial-Modeling-Aid-39392137 Don't hesitate to get in touch with us for any further clarifications or modifications to the proposal. Thanks A.R.M MASUD

@ImranAli01

Hello, I got that you are looking for a diagnostic accuracy meta-analysis of 36 eligible studies, with correct cell/parasite versus patient/slide grouping, bivariate random-effects or HSROC modelling, and publication-quality forest and SROC figures. This is what I can help you with, let's chat. My approach is to use R with mada/metafor and, where appropriate, lme4 or brms to validate the supplied 2×2 data, fit the appropriate hierarchical model, and separately analyze each unit-of-analysis subgroup. I’ll generate coupled sensitivity/specificity forest plots and SROC/HSROC figures showing study estimates, pooled operating points, 95% confidence regions, and prediction regions. The key challenge is correctly modelling between-study dependence and heterogeneity, so I’ll report pooled sensitivity, specificity, likelihood ratios, diagnostic odds ratios, and relevant heterogeneity measures with assumptions and exclusions clearly documented. As final deliverables you will receive publication-ready high-resolution figures, pooled diagnostic accuracy summary tables, study inclusion lists by subgroup, complete reproducible R code, and a concise technical explanation of the model, assumptions, exclusions, and findings. All supplied data will remain confidential. One thing I'd like to confirm before we start: do you have a preferred software/package requirement from your supervisor? Lets chat and discuss further! Best Regards, Imran

@devendrathakur12

Hello I have gone through your specific requirement for diagnostic accuracy meta analysis. I have built something close to this for a biomedical research team with 115 study records. I would use the mada package over meta because HSROC and bivariate models are supported directly. I will produce publication quality figures in R using mada and ggplot2, assuming the extracted data are complete. But I will check subgroup definitions before fitting the models because that changes pooled estimates. Sample figures I can share privately. Have inclusion and exclusion decisions already been locked? I want to get clear on subgroup definitions first. Dev Singh

@Muhammadzeesha59

Hello Sir/Mam I am excited to offer my expertise in Data Analysis , Accounting and Finance , Data processing , Machine Learning, Automation, Data Protection, Technical Support , Computer Repair, Data Management, Data Recovery to assist . With a robust background in making case studies and projects, proficiency in R, spreadsheet tools, and Tableau, Power BI , SQL , Excel , SPSS Statistics , Data Entry . I am well-prepared to support you in your Project . My ability to deliver exceptional results on time and with utmost quality . I believe that my skill set makes me the ideal candidate for this project Please come on chat we will discuss more about this I will be waiting for your reply . Thank you !