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Deep Neural Network (DNN) and Python

The project briefly, is about using Deep Neural Network (DNN) to detect sleep apnea and then classify the severity of this syndrome depending on one of the polysomnography (PSG) signals, which is the SpO2 in order to reduce the cost of diagnosis using the standard method. (Using Python language).

The idea is nearly same like the one in the attached file.

spo2 based sleep apnea detection using DL

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The needed data source:-

Apnea System: *Apnea-ECG Database*

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*St. Vincent's University Hospital / University College Dublin Sleep Apnea Database*

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Here is a discussion of how to use the data:-

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we will use two groups of data and we will make preprocessing for each upon the project idea.

This paper used same data, we can make use of it

spo2 based sleep apnea detection using DL

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- I already made a description of the project with a detailed report but (the methodology is not accurate enough and independable so it can be changed upon you see is best for the project idea)

- I also have a code for a project similar to my idea

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The needed as follows:-

- The proper data.

- The Methodology + Implementation + Results + Discussion.

- The full code (or modifying mine).

Kemahiran: Python, Matlab and Mathematica, LabVIEW, Machine Learning (ML), Kejuruteraan Perisian

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Tentang Majikan:
( 37 ulasan ) faridabad, India

ID Projek: #23949571

10 pekerja bebas membida secara purata $215 untuk pekerjaan ini

nikhil5642

Hi, I lead a team of Machine Learning Engineers and Python experts with hands-on experience building and deploying models. All the members of our team are  IIT Roorkee pass-outs. We've developed various complex deep l Lagi

$250 AUD dalam 5 hari
(11 Ulasan)
4.1
Infogrex123

We are a team of Data Scientists comprising of IIT graduates and Statisticians Our area of Expertise: -Statistical Modeling and Machine Learning o Regression (Linear, Logistic, Multiple, GLM) o Cluster Analysis, Decisi Lagi

$250 AUD dalam 7 hari
(1 Ulasan)
2.8
AMITALLIED

Hi I have done this type of project in past. I can do this project. I have few questions about the requirements. Please message me so that I can discuss the project in details with you. Warm Regards Amit Bandana

$250 AUD dalam 8 hari
(0 Ulasan)
0.0
ShakeelJamali

Dear Client: I have visited the sites for the dataset that will be needed for the NN. I understand the the development of the NN using the provided dataset and the references that you wanted me to have a look on. I'm s Lagi

$250 AUD dalam 30 hari
(0 Ulasan)
0.0
sandeepmscqror

i work as a data scientist from past 3 years and i am statistician .i have efficient knowledge in deep learning models like artificial neural networks,convolutional neural networks and recurrent neural networks. i Lagi

$228 AUD dalam 7 hari
(0 Ulasan)
0.0
Rubenag

Hi, I already have experience working with Medical Databases. I'm a Psychology graduate and my final project Degree was about using an Alzheimer Database to create several models for dementia diagnosis. I have an stro Lagi

$230 AUD dalam 7 hari
(0 Ulasan)
0.0
AndreiDragomir04

Hello! I have past experience with the field of this project and I would be interested to work with you. Message me for further details. Have a nice day!

$66 AUD dalam 2 hari
(0 Ulasan)
0.6
paythought

Hi I am interested in your proposal. Your project has opportunistic advantage. I think your project will be successful and i have a desire to study your project Regards

$250 AUD dalam 15 hari
(0 Ulasan)
0.0
saahiraamir

Worked with PPG data collected from physionet (MIMIC II waveform , BIDMC PPG data). Extracted different features and compressed PPG data in Matlab and Python. Used ANN and Autoencoder.

$155 AUD dalam 10 hari
(0 Ulasan)
0.0
karteekganesh

Hi, i am a machine learning and deep learning developer. I am having total 5.5 years of experience. So i can do it with in time limits.

$222 AUD dalam 7 hari
(0 Ulasan)
0.0