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Design a deep learning model

$1500-3000 USD

Mbyllur
Postuar over 2 years ago

$1500-3000 USD

Paguhet në dorëzim
Adenocarcinoma (AC) and squamous cell carcinoma (SCC) are frequent reported cases of non-small cell lung cancer (NSCLC), responsible for a large fraction of cancer deaths worldwide. In this study, we aim to investigate the potential of NSCLC histology classification into AC and SCC by applying different feature extraction and classification techniques on pre-treatment CT images. The employed image dataset (102 patients) was taken from the publicly available cancer imaging archive collection (TCIA). We investigated four different families of techniques: (a) radiomics with two classifiers (kNN and SVM), (b) four state-of-the-art convolutional neural networks (CNNs) with transfer learning and fine tuning (Alexnet, ResNet101, Inceptionv3 and InceptionResnetv2), (c) a CNN combined with a long short-term memory (LSTM) network to fuse information about the spatial coherency of tumor’s CT slices, and (d) combinatorial models (LSTM + CNN + radiomics). In addition, the CT images were independently evaluated by two expert radiologists. Our results showed that the best CNN was Inception (accuracy = 0.67, auc = 0.74). LSTM + Inception yielded superior performance than all other methods (accuracy = 0.74, auc = 0.78). Moreover, LSTM + Inception outperformed experts by 7–25% (p < 0.05). The proposed methodology does not require detailed segmentation of the tumor region and it may be used in conjunction with radiological findings to improve clinical decision-making.
ID e Projektit: 31943257

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19 propozime
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Aktive 2 yrs ago

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19 freelancers are bidding on average $2 145 USD for this job
Avatari i Përdoruesit
"Design a deep learning model " I have Master degree with 5 years of writing experience and I can manage thousands of words with "Premium Quality" on daily basis, I will provide you Turnitin report as a guarantee of plagiarism-free work. I am producing quality work for my clients including ARTICLE WRITING, ESSAY WRITING, RESEARCH PAPERS, BUSINESS PLAN, TECHNICAL WRITING, MATLAB, THESIS, ACCOUNTING & FINANCE work ETC. I can provide your work as per your requirements along with a free-of-cost changes facility. To ensure my potential must visit my profile through the link and check my ratings and uploaded samples! https://www.freelancer.com/u/ExpertLive Thank you :)
$1 500 USD në 1 ditë
4,8 (376 përshtypje)
6,8
6,8
Avatari i Përdoruesit
Hi There! I am here to help you with Designing a deep learning model about Adenocarcinoma (AC) and squamous cell carcinoma (SCC) I hold a Master’s Degree I have access to journals and online libraries as well as insightful articles that guarantee me to write quality and unique content for your paper. Leave me a message to check my previous work examples. I am a professional academic and content writer expert. I have extensive experience in wiring articles and Ph.D. research reports/proposals. If you are looking for a seasoned writer, then I am the right person for your project. I have checked your project about Adenocarcinoma (AC) and squamous cell carcinoma (SCC) I am sure I can give you the best work. Do check my profile to see my credibility and read reviews of clients. Click on the link to check feedback of my clients: https://www.freelancer.com/u/IdealAftab Please contact me in the inbox for further discussion. Thank You
$1 500 USD në 3 ditë
4,8 (266 përshtypje)
6,9
6,9
Avatari i Përdoruesit
Hello If your proposal is real, my comment is simple - I can make it in Tensorflow with a lot of dedication due to personal reasons. But you have to understand a couple of things: for such high cost projects all payments here will be blocked till you will pass through complete validation and registration, thus my obligatory condition to start working at once: 1st milestone of 20% has to be created and released immediately on project acceptance and job will be started when this money will arrive to my account. Regards
$2 450 USD në 21 ditë
5,0 (10 përshtypje)
5,4
5,4
Avatari i Përdoruesit
hi, i have rich experienced of Python, C/C++ so that i can give you the perfect result. Python, C/C++ is my top skill and i am majoring it for long years. i have completed the several projects already so i have confident to complete your project 100%. if you want to discuss about the project, please contact with me. thank you.
$2 000 USD në 7 ditë
4,9 (2 përshtypje)
5,1
5,1
Avatari i Përdoruesit
Hi there, I am a talented python dev, and I suppose I can handle this task successfully. Please let me know more details, and Please give me your chance. I look forward to hearing from you. Regards!
$2 249 USD në 7 ditë
5,0 (12 përshtypje)
5,2
5,2
Avatari i Përdoruesit
Grettings! I am existing after reading your project details about"Design a deep learning model " I have completed MPhil in business administration and I have about 4 year experience in all type of business subject, science subjects, technical subjects and engineering too. I have also a good experience in business plan, marketing plan, case study, financial plan, feasibility study, article, blogs etc. I will provide you plagiarism free work with unlimited revision plus free turnitin report. Thanks for reading, I am waiting for your response please go through the link and check my samples: https://www.freelancer.com/u/QuickMentor
$1 500 USD në 1 ditë
4,6 (102 përshtypje)
5,2
5,2
Avatari i Përdoruesit
Hi Manager!! We checked for your project and interested in your project. Project: Design a deep learning model I am professional full stack software engineer with skills including Article Writing and Python.
 I have done several complex projects and provide continuous maintenance support. My goal has always been to provide reliable and efficient to my clients and so far I have been quite successful. I won't delay your project and will keep you updated with constant feedback and status of the work My Full Stack Development Skills 1. Frontend: Front-End HTML5, CSS/CSS 3, JavaScript, 2. Server Administration: Amazon Web Services, Digital Ocean, LAMP, Cloud, Apache, Apache Tomcat, NGINX. 3. Backend: PHP, GoLang, Ruby, Python, Laravel, CI, CakePHP. 4. Databases: Mysql, Oracle, PostgreSQL, MS SQL, SQLite, MongoDB. 5. Testing: Manual & Automation testing. 6. Frameworks: Angular Js, React JS, Symfony2, Laravel, Silex, Spring MVC, Rails, Django, Pyramid, Protractor, Selenium, Blockchain, Etherume, Vuejs 7. UI/UX: Photoshop, Sketch, Zeplin, Invision, Moqups. Type of projects we have delivered to our global clients: a. Enterprise Software Development, b. CRM Development, c. SAAS Product Development c. Web/Mobile Based Application development. d. All CMS website: Wordpress, Magento, Joomla, e. HRMS Software f. Multi-level Marketing (MLM) with crypto payment gateway f. E-commerce installation and customization g. Crypto Exchange Development Please send a message to discuss more regarding this project.
$2 750 USD në 14 ditë
5,0 (3 përshtypje)
4,5
4,5
Avatari i Përdoruesit
Hi, We at Tecogno Solutions are a team of Passionate Data Science and Full Stack professionals having more than five years of combined experience in multiple areas including Backend, Frontend, Machine learning (ML), Computer vision(CV) and Artificial Intelligence (AI). We have developed and delivered multiple similar projects. We have a strong command over Python, Flask, Django, DialogFlow, Rasa, OpenCV, Google Vision API, Tesseract, Spacy, PHP, MySQL, Software architecture, Tensorflow, Spacy, Twilio, Node.js, RESTful API, NLP, CNN, AWS, GCP, Google API's etc. Thus we are capable of fulfilling all your requirements and for further information please refer to our profile or visit our website. Looking forward to working with you. Thanks
$3 000 USD në 45 ditë
4,6 (3 përshtypje)
5,0
5,0
Avatari i Përdoruesit
My professional experience includes Proficiency in machine learning and deep learning skills for multiple applications including Computer Vision, Natural Language Processing . I can build the ml/dl models considering target hardware configurations for inference so comparable speed and accuracy can be maintained. With my Masters degree in Robotics and Artificial intelligence and 5+ years of experience as a senior AI engineer -Machine learning, under my belt, I have developed and build various prototypes and products for Military, medical, retail,  gaming etc. I used to work in China, But due to COVID-19, I have return back to my home country - India.. I am proficient in various deep learning libraries like tensorflow,  pytorch, keras  and Mxnet. I would like to know more about your project requirements.
$2 250 USD në 7 ditë
5,0 (6 përshtypje)
3,8
3,8
Avatari i Përdoruesit
Hello.. ML expert is here. you can see my profile I have read your description very carefully and understand what you want. As a Deep Learning expert, I can help your study. I can do it perfectly. Let's discuss more via chat. Thank you.
$2 250 USD në 7 ditë
4,9 (4 përshtypje)
3,2
3,2
Avatari i Përdoruesit
Hi, When seeing the details of your job, it really jumped out at me, I'm professional in ML and image preprocessing. I also have made projects using LSTM + CNN ,and kNN and SVM, and also the other types of ML algorithms, i also do paramter hyper tunning to get the maximum accuracy. also , i have made Tumar classification projects before(skin tumar,brain tumar) I also checked my calendar and I'm ready to start work immediately.
$1 500 USD në 7 ditë
4,6 (6 përshtypje)
3,1
3,1
Avatari i Përdoruesit
Hello..Nice to meet you. PIECE OF CAKE. As a deep learning expert I can do it. Really confident. I can show you my previous work if you want. Let's discuss more via chat. Thank you.
$2 250 USD në 7 ditë
5,0 (3 përshtypje)
2,4
2,4
Avatari i Përdoruesit
hello, we are a company of computer and software engineers with vast expertise in machine learning, matlab and python. I have access to journals and online libraries as well as insightful articles that guarantee me to write quality and unique content for your paper. I am a professional academic and content writer expert. I have extensive experience in wiring articles and Ph.D. research reports/proposals. If you are looking for a seasoned writer, then I am the right person for your project. we developed a lot applications using c/c++, Java and python. we are familiar with algorithms and data structure and ML. we have completed several projects in MATLAB, python for eeg, ecg detection & prediction and many others. we can assure you that your work will be done within the given timeline with complete task achievement . feel free to contact for further queries so i may guide you well.
$2 500 USD në 7 ditë
3,8 (6 përshtypje)
3,2
3,2
Avatari i Përdoruesit
Hi! I am PhD in Computer science. I have read and understood your requirement specifications. I have experience in building matlab/python/c/c++/java based projects for applied sciences.(Experience in medical image processing projects ) I am confident of taking your job and delivery in time. regards chiranjib
$1 800 USD në 7 ditë
5,0 (2 përshtypje)
1,8
1,8
Avatari i Përdoruesit
Hi There, i m Expert for Article Writing and Python. I am ready to work over your project. i have checked your Project Title is Design a deep learning model . its according my skills. Please visit my portfolio: https://www.freelancer.com/u/heenafullstacken Before accepting this offer please message me in my inbox to have a discussion about this Project. Regards Heena Full Stack Engineer
$3 000 USD në 57 ditë
0,0 (0 përshtypje)
0,0
0,0

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Flamuri i MALAYSIA
Kuala Lumpur, Malaysia
4,8
1
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Anëtar që nga tet 28, 2021

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