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Heart Rate Variability analysis using PPG and ECG data.

The goal of this project is to calculate some HRV metrics from both PPG-IBI and ECG. The data which I would provide to you to work with are in PPG IBI, and EKG. This project should be done in R, using either the RHRV package or not. Python is acceptable, but R is preferred. You should be comfortable doing time series analysis, frequency series analysis, and/or nonlinear analysis.

The metrics to calculate are:

High Frequency %, HFNU

Very Low Frequency %

LF/HF Ratio

Approximate Entropy

Mean RR

Long Term Fluctuation


Sample Entropy


RR Triangular Index


Short Term Fluctuation


Mean Heart Rate




Low Frequency, LFNU

Total Power


Different codes for PPG IBI, and ECG

Comprehensive documentation/code comments

Output should be as close as possible to output from Kubios software (Free HRV software)

Kĩ năng: Python, Ngôn ngữ lập trình R, Phân tích thống kê, Statistics

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Về Bên Thuê:
( 0 nhận xét ) Chapel Hill, United States

ID dự án: #17980759

13 freelancer đang chào giá trung bình $165 cho công việc này


Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Thêm

$250 USD trong 3 ngày
(121 Nhận xét)

Hi, This is Santhosh from India. I am a Business Management Graduate with Computer Science engineering background who is passionate about Data, Mathematics and Technology. I have worked in many data analytics pr Thêm

$222 USD trong 5 ngày
(65 Nhận xét)

Hi, Dear. Nice to meet you. I've read your post carefully. I'm Python expert. Please discuss more details by chatting. Regards. Gao M.

$222 USD trong 3 ngày
(24 Nhận xét)

I am expert who understands the value of time. I pride myself in my attention to detail. I am very hard working and aim to deliver in less time than quoted. I want to make you, my employer happy without changing my bid Thêm

$250 USD trong 3 ngày
(42 Nhận xét)

Hi, there - My name is Phong. I have read your job description and I am very interested in this project because I have good experience with signal processing and analysis and python/matlab programming. I would love t Thêm

$150 USD trong 3 ngày
(26 Nhận xét)

Hi, I am professional in signal processing. I did heart rate variability analysis using PPG and ECG data previously. I can do your project perfectly. Thanks.

$155 USD trong 3 ngày
(22 Nhận xét)

Hello! I am a python developer. I looked at your project and it seems interesting. I have all necessary skills required for this project. Ping me to discuss in detail.

$140 USD trong 2 ngày
(23 Nhận xét)

Feel fee to contact me for .Shoot me message to discuss further more details .We provide the commments,images,videos,demos and live sessions in order to help the [login to view URL] payment only after the work [login to view URL] Thêm

$150 USD trong 3 ngày
(13 Nhận xét)

Hello, i have read the details provided..please contact me to discuss more on the project deadline and some other few things

$100 USD trong 3 ngày
(16 Nhận xét)

Very interesting project! If you see my profile, you can know I am a mathematics professional. I major in analysis, calculus, statistics, numerical computation, fractal geometry and chaos dynamics as well as elementa Thêm

$200 USD trong 1 ngày
(7 Nhận xét)

Hi, I am a statistician with good experience in data analysis with application in R programming language,I can visualize your results and deliver your results at a stipulated period . Relevant Skills and Experience I Thêm

$166 USD trong 3 ngày
(1 Nhận xét)

I have a lot of experience in data analysis and I ensure you will be doing your work asap. Just provide the data and I will build the model for you.

$45 USD trong 2 ngày
(0 Nhận xét)

I had done this project two years ago, but the code was wrote by matlab. The sleep, pressure and motion are also associated with HRV. Nonline analysis - entropy, DFA.

$100 USD trong 1 ngày
(0 Nhận xét)