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I am seeking an ML engineer/researcher to prepare a Q1-level scientific manuscript (Scopus + Web of Science) in the domain of eHealth / Clinical Decision Support Systems (CDSS) using ML/DL on MIMIC-IV (PhysioNet) data. Outcome: manuscript “ready for submission” + a complete technical report detailing all stages + reproducible code/notebooks. Journals (client candidates) Candidates (you may propose the best option or an alternative with justification of fit): 1)MDPI AI (ESCI WoS + Scopus) 2)Journal of Information and Telecommunication (ESCI WoS + Scopus) 3) Array (Elsevier) 4) IEEE Access 5) Big Data Mining and Analytics (IEEE) Task for the contractor: choose 1 target journal and tailor the problem formulation/structure/length/format strictly to the “Guide for Authors,” and also provide written confirmation of Scopus+WoS indexing and the current percentile/quartile as of the date of the selection. Data and access Dataset: MIMIC-IV (including v3.1). Important: access to credentialed PhysioNet data requires meeting DUA terms and completing required training; you need access by you self, and you dont have there problems. Research task (preference) Preferably: clinical risk prediction for CDSS on structured EHR data (with potential expansion to text data if it yields meaningful quality gains and fits time/resources). Literature review (last 3 years) + comparative table Gather and analyze works from the past 3 years on ML/DL for CDSS/eHealth, and produce a comparative table of 12–20 key articles. The table should cover: task, data, models, metrics, validation, interpretability, limitations, and the “gap” relative to our work. Scientific novelty Propose at least 2 ideas for scientific novelty, select 1 after discussion with me, and implement experimentally. Novelty should be demonstrated by experimental design: strong baselines, ablations (≥2), robustness/temporal split (if applicable). Models, quality, and interpretation (mandatory) Goal: maximize quality (strong baselines + at least 1 contemporary model). Mandatory interpretability: SHAP/feature importance + clinically understandable interpretation of results (not only graphs, but conclusions about what influences what and how). Probability calibration and its verification are mandatory (calibration curves; Brier score acceptable but not the sole quality criterion). Visualization and manuscript text Prepare journal-level figures/tables (ROC/PR, calibration, SHAP summary, pipeline schematic, results tables) and describe them in the manuscript text. Full stage-by-stage report (must-have) The contractor maintains a single Tech/Research Report, where for each step they document: what was done → why → what alternatives were considered → why the current solution was chosen → limitations/risks → next steps. Communication Regular calls/chat for questions (at least once a week) + prompt clarification of the task. All contentious decisions (labeling, observation window, splits, metrics) must be agreed before final model training. Deliverables 1)Manuscript (Word/LaTeX) + PDF 2) Source figures and tables 3) Code/notebooks + requirements + reproducibility guide 4) Comparative literature table (in the manuscript + a separate file) 5) Bibliography with real DOIs/URLs To make dission about who we will work with this: 1) 1–2 examples of their papers/preprints or repositories on EHR/medical ML. 2) How they would ensure “accuracy + interpretability + calibration” in a CDSS scenario. 3) Which journal from the list they would choose and why (fit + risks).
Projekt-ID: 40225044
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19 freelancere byder i gennemsnit $845 USD på dette job

Hey, I can assist you in your project of writing prepare your Q1-level scientific manuscript in the domain of eHealth and Clinical Decision Support Systems using ML/DL on MIMIC-IV data, delivering a fully submission-ready manuscript along with reproducible code, figures, and a comprehensive technical report . I am a professional research writer with experience of more than 8 years and within this tenure, I have done many projects that includes: • Essay writing, literature review & effective proofreading of academic reports • Thesis & dissertation • Case studies • Reflective essays • Journal papers along with the publishing (IEEE, SCOPUS, SSCI, Academia, Research gate) • Statistical analysis (SPSS, Nvivo) I will provide you content that will be formal & unbiased, clear & precise, focused & well structured, free from plagiarism as per the facts, figures & your professor guideline which is highly research based from authentic sources that will be analytical, persuasive & reflective with correct punctuation. I have experience about qualitative, quantitative & different referencing style like MLA, AAA, APA, IEEE, Chicago, Harvard, OSCOLA and many more depends on your work requirement. You can see my client review here: https://www.freelancer.com/u/arwamoizds?review_context_id=39548306&review_type=project&frm=arwamoizds&sb=t Let’s come over a chat so I can share my samples with you & we can discuss further, Best Regards, Arwa M.
$100 USD på 2 dage
8,1
8,1

Hello, I’m excited to help with your eHealth/CDSS manuscript. With my experience in ML/DL for clinical data, I can craft a high-quality submission for IEEE Access. This journal has broad visibility in healthcare tech, making it an ideal choice for your work. I’ll ensure the manuscript adheres strictly to their guidelines while providing robust, interpretable results. In terms of accuracy and calibration, I’ll use strong baselines and contemporary models. For interpretability, SHAP will be applied to explain model decisions, ensuring the results are clinically understandable. I’ll also ensure proper probability calibration through Brier scores and calibration curves. Deliverables will include: Manuscript (Word/LaTeX) Figures and tables (ROC/PR, calibration) Reproducible code and notebooks Comparative literature table with 12-20 studies Let’s create a manuscript that’s ready for submission and impactful. My previous work review https://www.freelancer.com/u/moizdzo3l?review_context_id=37507415&review_type=project&reviewee_role=freelancer&frm=moizdzo3l&sb=t Warm Regards, Moiz!
$100 USD på 2 dage
8,0
8,0

Hello, I can help you prepare a Q1 level scientific manuscript in the eHealth / Clinical Decision Support Systems (CDSS) domain using ML/DL on MIMIC IV data. My work will include full experimental design, implementation, analysis, and reporting, with reproducible code and notebooks. For research, I will focus on clinical risk prediction using structured EHR data, with optional text data expansion if it adds meaningful performance gains. I will conduct a recent literature review last three years, create a comparative table of key works, propose at least two ideas for scientific novelty, implement the chosen idea with rigorous baselines and ablation studies, and ensure robust evaluation with SHAP or feature-importance interpretability, calibration curves, and clinically meaningful conclusions. Deliverables include a journal-ready manuscript (Word/LaTeX + PDF), reproducible code and notebooks with a guide, all source figures and tables, a literature comparison table, and a full technical report documenting each stage of the workflow. Feel free to have a chat, Regards, Aqsa.
$250 USD på 2 dage
7,7
7,7

I am PH.D writer 12+ years, And would have no problem providing you with the HIGH-Quality work you need. All my work is 100% my own and never Copied, Spun or Plagiarized, so you won’t have to worry about that at all. My three core values are EFFICIENCY, QUALITY, and EXPERTISE. I will deliver this work within the stipulated DEADLINE and a guarantee of NON-PLAGIARIZED work. Hire me, and you will get value for your money. Thank you.
$30 USD på 1 dag
7,3
7,3

1. I am an expert in writing scientific article. I Have done many works similar to this project. please feel free to connect in chat for discussion. Sure, I can handle your project on writing scientific article. 2. I read your project description and I am sure that I can handle your project. 3. Also, an expert in Research writing, research reports, essays and advance essays, dissertations. 4. I will ensure that your project will be delivered on time with high standard. 5. Expert in all referencing styles (APA/ Harvard / IEEE /MLA/etc.). 6. 100 % Assurance on zero percent plagiarism. 7. TURNITIN / COPYSCAPE plagiarism report will be provided along with completed work 8. Assistance will be provided with the number of clarifications until client satisfaction 9. I will provide assistance even after the payment. And will maintain data (content) security. ● Free Turnitin plagiarism report ● Free Referencing ● I have more than 10+ years ● This is my profile: https://www.freelancer.in/u/citijayamala
$80 USD på 3 dage
6,2
6,2

With a decade of experience in scientific research and writing, I am your ideal candidate for this project. I have had numerous papers published in reputable academic databases like ScienceDirect and Scopus, demonstrating my ability to prepare manuscripts that meet the standards of Q1-level journals. Much of my past work has centered around eHealth and Clinical Decision Support Systems (CDSS) using ML/DL, aligning perfectly with your project's focus. Moreover, I possess a broad understanding of legal writing, business analysis, financial planning, and data analysis that would be highly valuable for this project. For instance, my expertise in SPSS and Excel for data analysis allows me to efficiently handle the extensive PhysioNet data of MIMIC-IV with its structure EHR data component while being open to expanding the scope to text data if needed. Further, my experience in creating robust methodologies, conducting comprehensive literature reviews over the past three years and critically comparing trends within the domain gives me a unique view of "gaps" where your paper can contribute uniquely.
$14.030 USD på 1 dag
4,9
4,9

Hello , I checked your project, and it looks interesting. This is something we already work on, so the requirements are clear from the start. We mainly work on Scientific Research, Article Writing, Data Science, Computer Science We focus on making things simple, reliable, and actually useful in real life not overcomplicated stuff. Let’s connect in chat and see if we’re a good fit for this. Best Regards, Ali nawaz
$129 USD på 4 dage
0,0
0,0

Hey , I just finished reading the job description and I see you are looking for someone experienced in Article Writing, Data Science, Scientific Research and Computer Science. This is something I can do. Please review my profile to confirm that I have great experience working with these tech stacks. While I have few questions: 1. These are all the requirements? If not, Please share more detailed requirements. 2. Do you currently have anything done for the job or it has to be done from scratch? 3. What is the timeline to get this done? Why Choose Me? 1. I have done more than 250 major projects. 2. I have not received a single bad feedback since the last 5-6 years. 3. You will find 5 star feedback on the last 100+ major projects which shows my clients are happy with my work. Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) I will share with you my recent work in the private chat due to privacy concerns! Please start the chat to discuss it further. Regards, Haseeb,
$30 USD på 2 dage
3,4
3,4

Hey , I just finished reading the job description and I see you are looking for someone experienced in Scientific Research, Data Science, Article Writing and Computer Science. This is something I can do. Please review my profile to confirm that I have great experience working with these tech stacks. While I have few questions: 1. These are all the requirements? If not, Please share more detailed requirements. 2. Do you currently have anything done for the job or it has to be done from scratch? 3. What is the timeline to get this done? Why Choose Me? 1. I have done more than 250 major projects. 2. I have not received a single bad feedback since the last 5-6 years. 3. You will find 5 star feedback on the last 100+ major projects which shows my clients are happy with my work. Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) I will share with you my recent work in the private chat due to privacy concerns! Please start the chat to discuss it further. Regards, Adil.
$30 USD på 6 dage
0,0
0,0

Hi , I’ve carefully reviewed your job post and it’s clear you’re looking for someone with solid experience in Computer Science, Scientific Research, Article Writing and Data Science. This is exactly within my core expertise, and I’m confident I can deliver reliable, high-quality results. Rather than rushing into assumptions, I prefer to understand the project properly. I’d appreciate your clarification on a few points: Is the job description complete, or are there additional requirements or expectations? Do you already have any work completed, or will this be built entirely from scratch? Do you have a preferred timeline or deadline in mind? Why you can confidently work with me: Successfully completed 250+ major projects across different industries Maintained 100% positive feedback over the last 5–6 years Earned 100+ recent 5-star reviews, showing long-term client satisfaction I focus on clear communication, clean execution, and on-time delivery I work as a full-time freelancer and am available 9 AM – 9 PM (Eastern Time), ensuring fast responses and consistent progress. Due to client confidentiality, I share relevant work samples only in private chat. Let’s start a conversation so I can show you similar work and suggest the best approach for your project. Looking forward to working with you. Best regards, Arsalan Khan
$30 USD på 2 dage
0,0
0,0

Hi , Your Data Science, Article Writing, Computer Science and Scientific Research project stood out, it shows you value precision and real results. That’s exactly what I deliver. I don’t use templates. Every project has its own psychology, and success comes from understanding your intention before execution. Why clients choose me: Simplify complexity, deliver clarity. Creative data driven execution. Clear updates, early results. Work that makes you look great. My approach: Understand your vision. Build a focused action plan. Execute with full transparency. Portfolio: https://www.freelancer.com/u/muhammadfaizanh4 Each project shows results backed by strategy. Even a quick 5 minute chat can reveal how we’ll achieve measurable impact together. Let’s make your Data Science, Article Writing, Computer Science and Scientific Research project remarkable. Faizan Your Trusted Partner in Smart Execution
$30 USD på 4 dage
0,0
0,0

Hi, I am a biostatistician and epidemiologist with experience in research design, proposal and thesis writing, and scientific manuscript preparation. I can help you develop a Q1-level manuscript on CDSS/eHealth using MIMIC-IV data, including problem formulation, literature review, comparative tables, study design, interpretation of results, and journal-ready figures and tables. I will also maintain a detailed stage-by-stage technical report. Please note I do not provide code, notebooks, or ML model implementation. The MIMIC-IV dataset is publicly available via PhysioNet, but access requires completing training and signing a Data Use Agreement. I can help structure the research, ensure scientific rigor, and tailor the manuscript to your target journal.
$220 USD på 7 dage
0,0
0,0

Alamty, Kazakhstan
Betalingsmetode verificeret
Medlem siden jul. 5, 2020
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