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Degenerative Disorder using machine learning

₹75000-150000 INR

Suljettu
Julkaistu yli 3 vuotta sitten

₹75000-150000 INR

Maksettu toimituksen yhteydessä
Degenerative disorder is a neurological disorder affecting dopamine producing neurons in the brain that leads to Parkinson disease. Here dopamine is a neurotransmitter that transmits the signals between nerve cells of the brain and control & coordinate body moments. If these nerve cells die or becomes damaged, the amount of dopamine in the brain is reduced. This means the part of the brain controlling moment cannot work as well as normal. This disease occur when certain cluster of brain cells are unable to generate dopamine which is needed to regulate the number of motor and non-motor activity of human body. This disease increases the risk of depression,anxiety,panic attacks and disturbances of sleep. It affects more than 1 million individuals every year in India,this is chronic and has no cure yet. So early detection of this disease will distinguish this diseased patients from healthy persons and that diseased persons will take treatment early,in order to increase the lifespan and decrease health cost. For this purpose, I used stacking ensembled algorithm and differentiated healthy persons from diseased persons by taking dataset containing individual person voice record and applied to the stacking ensembling algorithm.
Projektin tunnus (ID): 26945401

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6 ehdotukset
Etäprojekti
Aktiivinen 4 vuotta sitten

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6 freelancerit tarjoavat keskimäärin ₹112 083 INR tätä projektia
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Hi I am a very experienced biostatistician, medical 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 companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, WEKA, TABLEAU, POWER BI, and EXCEL tools like machine learning, deep learning, AI, NLP, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
₹150 000 INR 7 päivässä
4,3 (42 arvostelua)
6,0
6,0
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Hey! This research problem solving is exiciting and interesting to me I have worked on several healthcare problems using Deep Learning/AI 1. MRI Brain Tumor Segmentation 2. Stanford ChestXpert Pnemounia detection 3. Prostate Cancer detection using GAN 4. STD Disease identification 5. Lung Cancer Detection 6. Bone fracture identification 7. Emotion extraction from voice using NLP With all these experiences I can do this work as per your requirements Let me know details of dataset Inbox me to discuss more about this project.......
₹100 000 INR 7 päivässä
4,8 (31 arvostelua)
5,3
5,3
Käyttäjän avatar
Hi there! This is indeed a very interesting problem and similar to my work on second-hand automobile worthiness and classification algorithm using decision trees, t-SNE for dimensionality reduction, and the mixture of Gaussians. Here, I would like to mention that I am a researcher (Ph.D. candidate in mechanical engineering from METU, Turkey) myself and I have a strong aptitude towards data science and machine learning. As far as I understand (from the presentation), you require proposing a new method to write a paper through ensemble of the methods you mentioned. In this regard, I distinguish myself from the people who follow basic tutorials in sklearn or pytorch or tensorflow type of hack-the-ai tools. I provide the following skill-set, instead: 1- Strong academic writing skills 2- Advanced level of linear algebra, multivariable calculus, tensor mechanics, robotics 3- I can read and criticize research papers 4- MATLAB, Mathematica, C/C++, Python (and don't want to mention the ones I know but not use regularly) 5- Familiarity with fast linear algebra algorithms (e.g., BLAS), toolchain (e.g., Boost, Matlab prototyping), parallelization techniques (Algorithm conversion through splitting matrices, handling sparsity, etc) NOTE: Ethical concerns (I won't accept jobs entailing plagiarism, college homework, university term projects, writing academic papers for someone else, so on, and so forth), instead I can provide collaboration and implementation.
₹118 000 INR 30 päivässä
0,0 (0 arvostelua)
0,0
0,0
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# python # machine learning # CNN # RNN # Decision Trees # Random Forest # Algorithms Hi, I am a professional Data Science enthusiast. I have handled many projects on Machine learning and Deep learning, Neural networks. I have gone through your specification. I am interested for this project. Please message me i'll get back you.
₹112 500 INR 35 päivässä
0,0 (0 arvostelua)
0,0
0,0
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This project has caught my attention but I'd like to admit that I'm not sure what you're looking for. I understand that you're working on a research in order to achieve earlier detection of the disease, using person voice record of healthy and sick people and stacking ensembling algorithm. I have some experience with scientific research and algorithms, since I wrote my undergraduated thesis on travelling salesman problem variations and applications. Can you send me details of what you're looking for as the job itself ? Curious about this. Sincerely, Hygor
₹112 000 INR 30 päivässä
0,0 (0 arvostelua)
0,0
0,0

Tietoja asiakkaasta

Maan INDIA lippu
Hyderabad, India
0,0
0
Liittynyt elok. 13, 2020

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