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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

PNN50

Sample Entropy

RMSSD

RR Triangular Index

SDNN

Short Term Fluctuation

TINN

Mean Heart Rate

NN50

SD1

SD2

Low Frequency, LFNU

Total Power

Deliverables:

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)

技能: Python, R 编程语言, 统计分析, 统计学

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( 0个评论 ) Chapel Hill, United States

项目ID: #17980759

15 威客就此工作平均出价 $163

suyashdhoot

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 更多

$250 USD 在3天内
(111条评论)
6.8
kannasanthosh

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 更多

$222 USD 在5天内
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5.9
schoudhary1553

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 更多

$250 USD 在3天内
(39条评论)
6.1
davidngo817

Hello, dear! I am interested in your project. I have extensive experience in PPG and ECG analysis. As a developer with rich experience, I am confident about your project. I will provide perfect results in a short t 更多

$200 USD 在3天内
(12条评论)
5.3
leemilun

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 在3天内
(15条评论)
5.1
williams115

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 更多

$150 USD 在3天内
(13条评论)
4.9
nodinh325

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 在3天内
(19条评论)
4.8
DarkKnight2206

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 在2天内
(22条评论)
5.1
Developer000

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] 更多

$150 USD 在3天内
(13条评论)
4.5
Valuesolutions

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

$100 USD 在3天内
(14条评论)
5.1
bamiteko1969

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 更多

$166 USD 在3天内
(1条评论)
1.6
MathsMasterA

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 更多

$200USD 在1天里
(2条评论)
1.8
yashkh2006

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 在2天内
(0条评论)
0.0
sshah4136

available.

$88USD 在1天里
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0.0
hunterKang

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.

$100USD 在1天里
(0条评论)
0.0