XAI driven Biomarker Identification with omics data using Deep Neural Network

₹1500-12500 INR

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cirka 1 måned siden

₹1500-12500 INR

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I'm seeking for someone with expertise in deep learning and cancer research to help identify biomarkers using a comprehensive multi-omic dataset. The goal is to pinpoint potential biomarkers for early cancer diagnosis. The project does not favor any specific deep learning framework, so proficiency in TensorFlow, PyTorch, or Keras is all welcome. Key Responsibilities: - Analyze multi-omic data including CNV, Methylation, somatic mutation, and gene expression. - Develop a deep neural network architecture to identify potential biomarkers. - Utilize XAI (Explainable Artificial Intelligence) techniques to provide interpretability to the model's predictions. Ideal Skills and Experience: - Proficiency in deep learning frameworks (TensorFlow, PyTorch, Keras). - Experience with multi-omic data analysis. - Background in cancer research is a plus. - Knowledge of XAI techniques.

Data Mining

Machine Learning (ML)

Research

Deep Neural Network

Projekt-ID: 38814198

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7 freelancere byder i gennemsnit ₹7.500 INR på dette job

@nrajuu07

I am excited to submit my proposal for your project on identifying biomarkers for early cancer diagnosis using multi-omic data. With over four years of experience in deep learning, bioinformatics, and data science, I specialize in developing custom machine learning solutions for complex datasets, including biomedical and omic data.

₹7.000 INR på 7 dage

4,8

(97 anmeldelser)

6,1

@avinashdubeyg209

Hi there, I am an ML engineer. I can start right away and deliver within the deadline. So, Let’s have a quick conversation. I can be more specific once we get all the requirements and information required to execute the project. Thank you!!

₹7.000 INR på 7 dage

5,0

(34 anmeldelser)

5,1

@matin1106

Dear jachuthanandan7, I saw your project titled "XAI-Driven Deep Learning for Cancer Biomarkers" and I'm interested in submitting a proposal. With over 10 years of experience in software development, I have a proven track record and strong expertise in the required skillset, including Machine Learning (ML). Here's a bit more about my skillset: Skills: Research, Machine Learning (ML), Data Mining, Deep Neural Network I'm confident I can deliver exceptional results for your project. Would you be open to discussing this further? Thank you for your time. Sincerely, A Mateen

₹7.000 INR på 7 dage

5,0

(1 bedømmelse)

1,7

@junaidhussnain36

Solution to your project based on my expertise: - Analyze multi-omic data (CNV, Methylation, somatic mutation, gene expression). - Develop a deep neural network model for biomarker identification. - Integrate XAI techniques to provide model interpretability and insights. Hi, Junaid here, Machine Learning Engineer, I can help you with this project. From your requirements, I've got the idea that you are looking for a deep learning approach to identify potential biomarkers for early cancer diagnosis using multi-omic data. I have a few questions to get more clarity: - Do you have any specific dataset or a preferred source for the multi-omic data? - Are there particular biomarkers or cancer types you want to focus on initially? - What level of interpretability or explainability do you require from the model? Let's have a quick chat or call, to discuss things in detail.

₹12.500 INR på 1 dag

0,0

(0 anmeldelser)

0,0

@saima74

Hi, I can help you with your project. I am familiar with CNV, Methylation, somatic mutation, and gene expression. Please provide more details. Regards

₹7.000 INR på 7 dage