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I need a clear, publish-ready narrative review that maps how artificial intelligence is currently being used to predict clinical outcomes after fracture-related orthopaedic trauma. The manuscript must keep the spotlight on clinical endpoints—specifically healing time, complication rates, functional recovery, mortality, surgical-site infection (SSI), and fracture union—and discuss how well different AI approaches actually forecast those results. Scope • Search and screen the literature (PubMed, Embase, Scopus, Web of Science, Google Scholar) for studies on AI, machine learning, or deep learning models applied to fractures. • Extract and synthesise study designs, patient cohorts, input variables, algorithms, performance metrics (AUC, accuracy, sensitivity, specificity) and any external validation reported. • Critically appraise methodological quality and highlight strengths, biases, and evidence gaps. • Compare prediction accuracy across AI techniques (e.g., random forests, neural networks, gradient boosting) and clinical settings (inpatient, outpatient, operative vs non-operative management). • Conclude with practical implications for surgeons and researchers plus recommendations for future work. Deliverables 1. Narrative review manuscript (~4,000–6,000 words) in Word format, fully referenced in Vancouver or AMA style. 2. PRISMA flow diagram and an evidence summary table (Excel or Word). 3. Editable figures or charts illustrating key findings (e.g., model performance vs outcome type). Acceptance criteria • All six outcomes—healing time, complication rates, functional recovery, mortality, SSI, union—are addressed explicitly. • At least 20 peer-reviewed primary studies included. • Critical appraisal tool (e.g., PROBAST or QUADAS-AI) applied transparently. • Zero plagiarism; similarity index <10 %. . I need more publication of this article and need help in submission, editing when needed for submission. I need assistance till publication in reputed journal, indexed google scholar and pubmed. . I am looking for statistician who can help me. I am happy to clarify search terms, reference style, or word count early on so you can get straight to drafting.
Proje No: 40048817
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10 freelancer bu proje için ortalama $168 USD teklif veriyor

Hi, Before I shape the full workflow, can you confirm two things for me right away: do you already have target journals in mind, and do you prefer PROBAST or QUADAS AI for the methodological appraisal? Your choice will set the structure for both the results and the discussion sections. I’ve supported similar medical review manuscripts, including search strategy development, multi database screening, AI-focused evidence synthesis, and statistical guidance for outcome based evaluations. I would build a clean literature pipeline across PubMed, Embase, Scopus, Web of Science, and Google Scholar, then extract all fracture focused AI prediction studies, map study design, inputs, algorithms, validation methods, and performance metrics, and present everything in a structured evidence table plus a PRISMA diagram. • I would construct the narrative review around the six required outcomes, compare how different AI models perform, identify methodological gaps, apply your chosen appraisal tool with transparent scoring, and prepare figures that show performance by outcome type so the manuscript is genuinely publication-ready. The outcome is a fully referenced 4000 to 6000 word review, a complete submission package, and ongoing support through peer review until acceptance. Medical Research & Publication Specialist Aqsa
$500 USD 30 gün içinde
7,7
7,7

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.
$150 USD 3 gün içinde
7,3
7,3

Hi, I’d be happy to help write your narrative review on AI predicting clinical outcomes after fracture-related trauma. I have experience synthesizing literature, analyzing study designs, and presenting findings clearly, and I can ensure all six outcomes are addressed with proper appraisal and references. I can also assist with figures, tables, and manuscript preparation up to submission in indexed journals. I’m ready to get started and can adapt to your preferred reference style and search terms.
$30 USD 1 gün içinde
6,2
6,2

Hi Atifortho83, I’ve gone through the details and I’m confident in delivering exactly what you need for the narrative review on how artificial intelligence is utilized in predicting clinical outcomes post orthopaedic trauma. My approach involves conducting a comprehensive literature search across multiple databases, extracting and synthesizing key data points, critically appraising methodological quality, comparing AI techniques, and providing practical implications and recommendations for future work. You will receive a detailed narrative review manuscript, a PRISMA flow diagram, an evidence summary table, and editable figures or charts illustrating key findings. All deliverables will be provided in the required Word and Excel formats, fully referenced in Vancouver or AMA style. Rest assured, you will receive all this within your required timeline. If there are any specific search terms, reference styles, or word count preferences you would like to discuss further, please let me know. Let’s connect to finalize the brief and begin. Best regards, Kirtika
$30 USD 2 gün içinde
2,6
2,6

With over a decade of experience as an AI/ML Engineer under my belt, I confidently offer my expertise for your narrative review on AI's role in predicting clinical outcomes after fractures. My deep understanding in this field means I'm well-versed with search and screening mechanisms across platforms such as PubMed, Embase, Scopus, Web of Science and Google Scholar. Another crucial aspect of your project is the comparison of AI techniques employed in different clinical settings. Having worked on a variety of projects with diverse clinical applications, from web platforms to device firmware deployment, I am confident in executing this task efficiently. Lastly, your need for publication assistance is something I can help you with from start to finish. I have a history of getting projects published on reputable journals indexed on Google Scholar and PubMed—often requiring substantive editing to align with journal standards. With my deep learning proficiency, writing skills, meticulousness in adhering to specific referencing styles like Vancouver or AMA, and commitment to maintain similarity indices below 10%, I can ensure your manuscript meets the highest submission standards. To summarize, my pivotal skillset encompasses all aspects of this project from literature review to final publication preparations
$20 USD 7 gün içinde
2,6
2,6

As a fresh medical graduate (MBBS), I possess the essential, up-to-date clinical knowledge required to critically map and interpret the complex findings in this rapidly evolving field. My academic journey has been rich with research experience, during which I have actively engaged in synthesizing literature, designing studies, and meticulously documenting results. Why I Am the Ideal Candidate: • Clinical Authority: My recent medical training provides me with the necessary foundation to accurately understand and interpret the six critical clinical endpoints you specified: healing time, complication rates, functional recovery, mortality, Surgical Site Infection (SSI), and fracture union. • Proven Writing and Research Track Record: I have successfully authored multiple research papers and medical blogs throughout my studies. This experience has honed my skills in rigorous literature searching (using databases like PubMed, Embase, and Scopus), synthesizing complex data, and crafting high-quality, publishable manuscripts in required styles (Vancouver/AMA). • Commitment to Detail and Quality: The detailed requirements you outlined—including the inclusion of \geq 20 primary studies, the application of a critical appraisal tool (e.g., PROBAST), and adhering to PRISMA guidelines—align perfectly with my commitment to academic rigor and detail orientation.
$500 USD 7 gün içinde
0,0
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