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Deep Neural Network (DNN) and Python

$30-250 AUD

Closed
Posted about 4 years ago

$30-250 AUD

Paid on delivery
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 -------------- The needed data source:- Apnea System: *Apnea-ECG Database* [login to view URL] *St. Vincent's University Hospital / University College Dublin Sleep Apnea Database* [login to view URL] Here is a discussion of how to use the data:- [login to view URL] [login to view URL] ------------------------------------------------------------------ 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 --------------------------- - 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 --------------- The needed as follows:- - The proper data. - The Methodology + Implementation + Results + Discussion. - The full code (or modifying mine).
Project ID: 23949571

About the project

7 proposals
Remote project
Active 4 yrs ago

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7 freelancers are bidding on average $200 AUD for this job
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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 learning algorithms which include RNNs and CNNs, for time series forecasting, regression, and classification. Apart from that, we are familiar with all the versions of TensorFlow, PyTorch, and Keras. We provide services in fields of: - Programming(Python/PHP/Java/C/C++/C#/HTML/XML/R,JavaScript) - AI(Text Processing/OpenCV/Image Processing/Machine Learning/Data Mining) - Android development - React native development - Big Data(Hadoop ecosystem tools like Hive/Spark/HDFS/...) - AWS / Heroku With us, be assured of quality and genuine work. Take a look at our Portfolio - it speaks for itself.
$250 AUD in 5 days
4.8 (12 reviews)
4.2
4.2
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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 student of Computer Science and I have worked in the field of AI developing some NN using python and the dataset from Kaggle and from different sources. I have developed that NN for the facial recognition and for NLP. I have worked with TextBlob and Minst. I have strong understanding of neural networks. However I have not developed related the problem you defined. But I can assure you If you provide complete details I can develop the NN according to the requirement. Please Discuss the details for specification and other related thing to begin. Thanks.
$250 AUD in 30 days
0.0 (0 reviews)
0.0
0.0
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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 strong background in classification and detection models, and can implement a wide number of algorithms and methods (Dense Neural Network, Random Tree classifier, Gradient Boosting...)
$230 AUD in 7 days
0.0 (0 reviews)
0.0
0.0
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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 in 2 days
0.0 (0 reviews)
0.6
0.6
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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 in 10 days
0.0 (0 reviews)
3.7
3.7
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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 in 7 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of INDIA
faridabad, India
4.9
37
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Member since Mar 9, 2017

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