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AI/ChatGPT: Enhancing Radiology Workflow through Automated Structured Reporting

$1500-3000 USD

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Veröffentlicht vor etwa 1 Jahr

$1500-3000 USD

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I am looking for help building an AI or chatbot for structured radiology reporting that is powered by Natural Language Processing (NLP). I do not require this AI or chatbot to integrate with existing systems. I have the structured report template already (CT chest, CT abdomen/pelvis, CT full body which is a combination of chest and abdomen/pelvis). What I need is to be able to list the radiology findings and have the AI place them into the proper sections of the report template. Then it will need to generate the "Impression" section using rules which I can provide which are applied to the findings noted above. The report is all text based and the output should be text (I can provide samples). If you have experience building AI or chatbot solutions, please reach out and let me know how you can help!
Projekt-ID: 36223034

Über das Projekt

13 Vorschläge
Remote Projekt
Aktiv vor 1 Jahr

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Hi there, I have worked with a biologist in the past for summarizing findings in his papers using NLP (sPacey). With ChatGPT, we can fine tune/create a template for fetching the findings and summarizing them, and even provide bullet points where they are arranged by significance. I will develop a software application that utilizes AI to list radiology findings from a given text, and automatically place them into the proper sections of your report template. I have in-depth experience working with NLP and I am currently working on personal projects that uses ChatGPT for automating things like interaction, text summaries, and working on a library that is a fusion of [login to view URL] and GPT-4. Timeline: 5 Days Cost: 1500 USD Feel free reaching out, you can send me a message. Kind Regards, Paul G. (Professional C# .NET Software Developer) The first 1st-2nd days will be enough to complete the prototype application where you can test. 3rd-5th day will be the time period in which we can fine tune it to assure that it works the way you wanted. After completing the application I will provide 14 days of support for any bugs or refinement.
$1.500 USD in 5 Tagen
5,0 (5 Bewertungen)
3,4
3,4
13 Freelancer bieten im Durchschnitt $2.269 USD für diesen Auftrag
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Hello Sir, I am a highly skilled Freelaner having experience in Chat GPT. I can develop a desktop based application which shall generate the desied output and insert it correctly into the report. Could you please share a few reports as a sample so I may take a look at its structure. Thank you, Usman
$2.500 USD in 6 Tagen
4,9 (5 Bewertungen)
5,2
5,2
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Hi. How about you? I have just read your proposal and I am sure I can complete the project on time. I am an expert in ML/DL who has 10+ years of experiences in NLP(openAI, chatGPT, ...). Please contact me to discuss about the project in more details. Thanks. Best Regards. From Bac.
$1.500 USD in 7 Tagen
5,0 (13 Bewertungen)
4,9
4,9
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Hi Natural Language Processing (NLP) models: NLP models such as recurrent neural networks (RNNs), convolutional neural networks (CNNs), and transformer models such as BERT, GPT-3, and T5 can be used to classify radiology findings into their appropriate sections of the report template. These models are trained on a large corpus of radiology reports to learn the patterns and structures in the text. Rule-based systems: Rule-based systems involve using a set of pre-defined rules to identify and classify radiology findings into their appropriate sections of the report template. This can be useful for simple cases where the language used in the reports is consistent and predictable. Python-based tech stacks: Python is a popular programming language for building AI and chatbot solutions. Commonly used tech stacks include TensorFlow, Keras, PyTorch, spaCy, and NLTK. Cloud-based tech stacks: Cloud-based tech stacks such as Google Cloud Platform, Amazon Web Services, and Microsoft Azure provide pre-built machine learning tools and APIs that can be used to build AI and chatbot solutions. These platforms offer features such as natural language understanding, speech-to-text, and text-to-speech capabilities. Ultimately, the choice of machine learning model and tech stack will depend on the specific requirements and constraints of your project. It's important to consult with experienced data scientists and developers to determine the best approach for your needs.
$2.250 USD in 35 Tagen
3,4 (8 Bewertungen)
3,8
3,8
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Hi there,I'm biddin on your project "AI or chat gpt for structured radiology reporting" I have read your project description and i'm an expert in Python and machine learning therefore i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the project. Thanks. .. .
$3.000 USD in 3 Tagen
0,0 (0 Bewertungen)
0,0
0,0
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Hello I am professional Software engineer with specialization in NLP and algorithms development I have 4years experience in developing such Python based AI chat-bot for structured radiology reporting program I checked your scope of work Please open message box for me so we can discuss the details Thanks
$2.000 USD in 7 Tagen
0,0 (0 Bewertungen)
0,0
0,0
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Hi! I have 5 years of experience in ⭐ python with ChatGPT for Chatbot ⭐. I've read the project description carefully and can start work immediately. Let`s discuss about more detail of project deadline and budget in chat box. Best regards!
$1.500 USD in 10 Tagen
0,0 (0 Bewertungen)
0,0
0,0
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Hi, dear client. I have enough experience with AI chatbots and I'd like to help your health related problem. Previously, I was responsible for AI solutions on various companies market offerings, identify market trends, and guide the development of AI-impact via business plans/ financial models. I reviewed the requirements of the job opening and I believe my candidacy is an excellent fit for this position. Some of the key requirements that I have extensive experience with include: -should be enthusiastic to learn and use APIs (like face recognition, image analytics, text analytics, language understanding) from leading tech vendors to build Cognitive applications -exposure to rules engines drools, ESBs MuleSoft & integration with enterprise systems -Prior experience in solutioning for artificial intelligence use cases or web application development & systems integration experience REST/SOAP -Certification on Cognitive tools like Microsoft Bot Framework & Cognitive Services, IBM Watson, Amazon Alexa -Exposure to cloud technologies like Azure, Bluemix -Core team will be a deep technology team of Machine Learning experts and high caliber developers -Experience with or deep understanding of workloads, especially machine learning and advanced analytics -Customer acumen to build relationships, trust and influence with customers Thank u in advance for taking the time to read my proposal. Best regards.
$2.250 USD in 7 Tagen
0,0 (0 Bewertungen)
0,0
0,0

Über den Kunden

Flagge von UNITED STATES
huntington beach, United States
5,0
5
Zahlungsmethode verifiziert
Mitglied seit Feb. 22, 2014

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