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Data scientist to build a statistical model -- 2

$250-750 USD

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$250-750 USD

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Background - Clinical code is a code which is used to calculate the payment reimbursement for every single case the hospital serves. The clinical code acts as a figure for communication between the invoicing agency such as hospital or clinic and the reimbursing agency such as insurance or government. Sometimes it is incredibly challenging to identify which code will apply to a particular case, especially in the beginning. Therefore, we are creating a predictive statistical model which will help to understand the code from the outset. Understanding the excel sheet We want the development of a web application which will allow prediction of clinical code from various features and subfeatures. • Features - are mentioned in Column A - main feature types, for example, feature 1, feature 2, feature 3 etc. • Sub-features - There may be various types of subfeatures under one feature. Various types of sub-features, as mentioned in column B. It is possible that one code could have more than one [subfeature]. For example, feature-9 has four types of [subfeatures] which are written between the cells B31 to B34. Another example is in feature - 3, and the subfeature of this is the side of a tumour as can be seen in row 16 to 18. Extending the previous example in feature 3, the sub-features include right side, left side or both sides as can be seen between serial number B16 to B18. • Clinical codes - All the clinical codes have been mentioned in row number 3 containing clinical code. • Association between clinical codes & sub-features - By using big data analysis, we have found out the combination of various sub-features that leads to a particular code. For example, the clinical code in C3 cell [Code 1], is a combination of multiple types of sub-features, as mentioned in column C. Weightage and colour code Different weightage has been assigned to those subfeatures in many cases, for example, between C31 to C34. In general, green should be given more weight as compared to blue. Red means the association is very weak or unlikely, but it is possible. Black colour means no weightage assigned. Green > Blue > Red > Black The output of the model – Please see the UI of the output here. [login to view URL] Please use password - Demoui12 Please ignore the H-score and recommended clinical pathways shown on the right side in the UI. Our goal here is to predict the predictive clinical codes from the sub-feaures. 1. Clinical code prediction - Once we have created the predictive model to figure out the possible nearest [clinical code] match for the given data set, we will use a new dataset to evaluate the performance of our model. A dataset will typically contain a combination of various sub-features. By analysing the combination of various sub-features through the model, we will come to know the 3-5 best matches out of all the clinical codes. Out of the 3-5 best matches we will use a logic formula to bring the age factor into action to determine the best match for the scenario. In essence, the output of the model will contain • Nearest match - 1 to 5 matches in total • Percentage of match between the known codes
Mã dự án: 26202370

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Hi, I am Ibrahim, and I am a data scienitst, I have great expertise, in statistics, R and Python. I have an experience in predictive algorithms and statistical softwares like SPSS. Please provide more details on the dataset and the task in order to proceed. Regards, Ibrahim Anjum
$250 USD trong 2 ngày
4,9 (55 nhận xét)
5,8
5,8
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Greetings, I have gone through the job description as well as attached XD design and can surely develop a web application which will allow prediction of clinical code from various features and sub-features accordingly. It would be great if you can suggest a suitable time-slot for the discussion so that we can exchange our thoughts in order to move ahead with this assignment. My skill set includes Numpy, Scikit-learn, Python 3.8 with Pandas, Machine Learning, Data Mining, Statistical model, Scipy, Matplotlib, Tensorflow, PyTorch and Keras. I have good knowledge and experience with ML, Statistical model, data sets, logic formula, custom UI, pre-built libraries setup or developing custom ones, 3rd party API integration as well as the unit testing. Apart from this, I can follow your instructions, write clean, well-structured code/functionality/UI or modify the existing code/functionality/UI and deliver you a fully functional, complete solution along with further ongoing maintenance support as well. I look forward to hearing from you. Regards, Manu | Visions
$700 USD trong 7 ngày
5,0 (8 nhận xét)
5,9
5,9
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Hello sir/ma, I'm interested in taking this task up for you. I have extensive experience in the domains of Natural Language Processing, Image Recognition & Artificial Intelligence'Trim,Recommender Systems,Machine learning,Data Minning, Deep Learning, Computer Vision, AI text analysis model,and Reinforcement Learning. While working in the domains mentioned above, I have worked used frameworks like TensorFlow, Scikit-learn, PyTorch,STP and UDP, Caffe2, OpenCV, Keras, matplotlib, seaborn, fastai, Pycharm,NILM algorithms etc) I am also very familiar with classification and clustering algorithms such as SVM,FHMM, Combinatorial Optimization, HART 85 Algorithm, Maximum Likelihood Estimation, KNN, LDA, Fuzzy classification I’m honest, creative and a unique person to carry out your tasks given to me. Leaving your project on our hand is privileged; we'll make sure that the project is done in a perfect way and do our best until you were satisfied. I would love to discuss this project with you and meet your exact requirements. I am confident I can provide you with top-notch materials that will fit your needs. I'm proud of my work on being professional, of the highest quality and always delivered on time.
$250 USD trong 1 ngày
4,9 (33 nhận xét)
5,5
5,5
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Hi there, I'm an R&D data scientist experienced in using state of the art models. I'd like to take on this project, can you please clarify whether you expect me to also build the web application or just an endpoint to expose my mode? Also, can you give access to excel sheet to look into the data? Let me know if I can help!
$500 USD trong 7 ngày
5,0 (3 nhận xét)
4,1
4,1
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Hello, I hope this finds you well. I have just seen your project post on Data-scientist-build-statistical-model . I believe that my 8-year experience in this field is what you need right away. Avoid the headache of looking further. Let's save time and focus on the real task. My proposed timelines and budget are just placeholder and an open for negotiation to increase or decrease as per the full requirements at hand. Allow me to prove how better my review can be. Smile all the way! Click the message button, so initiate the conversation. Regards, Fridah
$500 USD trong 7 ngày
3,5 (20 nhận xét)
5,5
5,5
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We a team of 12 budding and enthusiastic DATA learners have decided to start a initiative for helping out companies who are unable to hire young DATA Scientists like us and help them out with their projects at low cost service
$700 USD trong 7 ngày
4,9 (16 nhận xét)
4,1
4,1
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Hi, how are you? I'm data scientist specializing in: R / Python / TensorFlow/ SQL / PowerBi. I would like to know more in detail about the project by private. I would need an example of the dataset to help you. Thanks.
$250 USD trong 7 ngày
5,0 (4 nhận xét)
3,7
3,7
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I have high proficiency Knowledge in NLP, Neural network, Machine learning analysis, Data science, deep learning , TensorFlow, KNN, Scikit-learn, PyTorch,STP and UDP, Caffe2, OpenCV, Keras, matplotlib, seaborn, fastai, Pycharm,NILM algorithms, Python, Rcode, MATLAB & SIMULINK, Image recognition artificial, image processing, intelligence, Microcontroller, Modeling, optimization, PSO, Microgrid, GA, Algorithm, simulation of building energy systems, mathematical modeling, and analysis, Mathematics, Python, Algorithm, C programming. Am 100% sure that i can complete your work, kindly contact me for more discussion about the project
$250 USD trong 1 ngày
3,9 (7 nhận xét)
4,3
4,3
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Hello, I am a recent graduate from UCSC. I majored in Computer Science and minored in Mathematics. I have lots of experience in data analysis and statistics and I do a lot of machine learning projects in my free time. I've also built web applications before and I have great communication skills. I don't fully understand what features you want implemented at the moment but I'm sure I could get a better understanding of the goal of the project if we had a talk. Looking forward to your response. ~Kai
$750 USD trong 6 ngày
4,9 (2 nhận xét)
1,0
1,0
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Dear Researcher I am experienced academic writer and expert in SPSS and AMOS for data analysis (Regression, ANOVA, Correlation, t-test, Chi Square test, Block Plot, SEM, CFA and EFA etc.). I always provide results along with descriptive statistics. Looking forward for more discussion please. You can see my related reviews: https://www.freelancer.com/projects/statistical-analysis/SPSS-Analysis-25195398/reviews https://www.freelancer.com/projects/spss-statistics/SPSS-assignment-24766032/reviews https://www.freelancer.com/projects/r-programming-language/Statistical-Project/reviews https://www.freelancer.com/projects/electrical-engineering/Engineering-statistics/reviews Regards! Dr Sajed Ali, PhD
$250 USD trong 7 ngày
4,2 (1 nhận xét)
1,0
1,0
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Hi, I am an experienced Data scientist, and I have adequate experience in Natural Language Processing, Artificial Intelligence and Image Recognition, Machine Learning, Data Mining, Recommender Systems, Computer Vision, Reinforcement Learning, AI text analysis, and Deep Learning to mention but a few among others. My experience evolves around the use of Frameworks such as TensorFlow, PyTorch, Caffe2, Scikit-learn, Fastal, OpenCv, STP and UDP, Keras, Pycharm, NILM algorithms, Seaborn, Matplotlib. I have also worked on Data Clustering Tasks and Algorithms like Combinational Optimization, HART 85 Algorithm, SVM, KNN, LDA, FHMM, Maximum Likelihood Estimation, and Fuzzy Classification. I am honest, time conscious and can work under so many conditions. I love challenges as it helps my creativity skills and aids me to showcase my individual tools. All I need from my employer is the project in details and I am set to begin work on it. I always love to meet up with your requirements. I am open for corrections and modification, I am also a peaceful person and my aim is to have a good experience with my employers and create a long term relationship with them. It is however going to be of a great privilege if you can entrust your task in my hands. I promise to give you a great experience working for you.
$250 USD trong 1 ngày
0,0 (1 nhận xét)
0,0
0,0
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Experienced Machine Learning Engineer, worked on many projects related to machine learning field including deep learning, NLP and Computer Vision. I have very good experience in Python, Numpy, Tensorflow and Keras. I read and understand what you want. I will build Machine learning model and web application to use it. I am looking forward to hear from you Regards
$300 USD trong 5 ngày
0,0 (0 nhận xét)
0,0
0,0
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Hi dear, Nice to meet you. I've read your proposal carefully and clearly understood. I have rich experience in using python and have been researching to Machine Learning, Deep Learning for long time. If you have spare time, please show my portfolio. please give me task!!! Maybe you'll get wonderful results. Let's me discuss via chat. Thanks for your reading. Best regards
$500 USD trong 8 ngày
0,0 (0 nhận xét)
0,0
0,0
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Hello, I am a statistical modeling engineer with a great experience in predictive models (built from training data and validated by test data). Please, let's discuss details about your project by chat. Thank you.
$500 USD trong 8 ngày
5,0 (1 nhận xét)
0,0
0,0
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Dear client, I have read your order and it looked interesting to me. I am working as a machine learning engineer, specializing in various sub-fields. Predictive models is one of those sub-fields, so I can provide you with assistance in this project. Moreover, I can give additional explanations for every single line of code if you need it.
$250 USD trong 7 ngày
0,0 (0 nhận xét)
0,0
0,0
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Hi, Thanks for sharing your requirements here. I’m an Experienced Freelancer with a demonstrated history of working in the internet industry. Skilled in .Net, C#, Power BI, Angular, VueJs, React JS, Hadoop, Core PHP, MySQL, HTML, CSS, JQuery, JavaScript. I have worked many PHP related CMS like.. Wordpress, Laravel, CI, Typo3, Magento, Prestashop, OXID eSales, Modified Shop CMS, xtCommerce, OpenCart. I have also created some good extensions in Typo3 and Magento. Let's get connected and can take this further. Awaiting your reply, Thanks & Regards, Urvisha Nayee.
$450 USD trong 20 ngày
0,0 (0 nhận xét)
0,0
0,0

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Cờ của UNITED KINGDOM
London, United Kingdom
4,9
3
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Thành viên từ thg 9 9, 2017

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