A Web-Platform for a new Medical Annotation System

€250-750 EUR

Closed

Posted

about 1 month ago

€250-750 EUR

Paid on delivery

Project Title: Neurodiagnoses - Automated Diagnostic Annotation Platform for Neurodegenerative Diseases ________________________________________ Purpose of the Project The aim is to develop Neurodiagnoses, a web-based platform that provides automated diagnostic annotations for neurodegenerative diseases. The system will interpret clinical, neuropsychological, genetic, neuroimaging, and laboratory data to generate diagnostic annotations based on the tridimensional framework of etiology (Axis 1), molecular biomarkers (Axis 2), and neuroanatomical-clinical correlations (Axis 3). This platform will: 1. Process structured and unstructured data from uploaded files or manual inputs. 2. Suggest additional tests or determinations to consolidate diagnoses. 3. Generate interpretable results for clinicians while adhering to privacy standards. 4. Be open for future expansions to integrate other disease domains. ________________________________________ Technical Specifications 1. Core Technologies: o Frontend: HTML/CSS, JavaScript, Streamlit (for UI development). o Backend: Python, Flask or FastAPI. o Database: PostgreSQL for structured data storage. o AI/ML Models: Pre-trained and fine-tuned NLP/ML models for data extraction and annotation (Hugging Face, TensorFlow, or PyTorch). o Graphing: Matplotlib or Plotly for visualization. o Deployment: Docker, AWS/GCP/Azure. 2. Data Sources: o Integration with multiple databases:  Neuroimaging: Public and private repositories for normative neuroimaging data.  Neuropsychological Scores: Normative datasets for cognitive/motor/behavioral scales (age, gender, and education stratified).  Genetic Variants: Databases like ClinVar, dbSNP (connected via API for dynamic updates).  Biomarkers: Clinical and research repositories (blood/CSF/plasma data). 3. Mandatory Inputs: o Patient Data: Age, gender (mandatory); education, therapies (optional but recommended). o Clinical Data: Neuroimaging, neuropsychological tests, genetic results, biomarkers, and clinical notes. 4. Key Features: o Automated Annotation:  Inferred or verified etiology (Axis 1).  Biomarker-based pathology descriptions (Axis 2).  Neuroanatomical and clinical correlations with lateralization (Axis 3). o Suggested Diagnostics:  Propose tests based on missing data or inferred pathology. o Monitoring:  Highlight risk factors (e.g., vascular pathology, cholesterol levels).  Exclude irrelevant repeat testing for primary biomarkers unless under DMT. o Privacy:  Automatic anonymization of all uploaded data. o Export Results:  PDF reports with annotations, data tables, and visualizations. 5. Legal Considerations: o Include non-responsibility clauses and terms of use. o Clearly disclose the clinical-only target audience. o Maintain compliance with CC-BY licensing. The platform is designed for use by both clinicians and researchers to facilitate diagnostic annotations and research studies. The annotations will include comprehensive details covering clinical findings, biomarkers, and neuroimaging data.

Project ID: 38846516

About the project

85 proposals

Remote project

Active 11 hours ago

Looking to make some money?

Email address

Benefits of bidding on Freelancer

Set your budget and timeframe

Get paid for your work

Outline your proposal

It's free to sign up and bid on jobs

85 freelancers are bidding on average €649 EUR for this job

@OutsourceMan

⭐⭐⭐⭐⭐ Dear Valuable Client, Thank you for sharing the requirements for the "Neurodiagnoses - Automated Diagnostic Annotation Platform for Neurodegenerative Diseases." CnELIndia, under Raman Ladhani’s leadership, is well-equipped to deliver this sophisticated platform successfully. Here’s how we propose to proceed: Requirement Analysis & Planning: Our team will collaborate with you to finalize workflows, ensuring comprehensive integration of the tridimensional framework (etiology, biomarkers, and neuroanatomical-clinical correlations). Frontend & Backend Development: We will design an intuitive UI using HTML/CSS/Streamlit and implement robust backend processing using Flask/FastAPI, ensuring seamless data handling. AI/ML Integration: Pre-trained NLP/ML models from Hugging Face/TensorFlow will be fine-tuned to accurately process and annotate clinical, genetic, and neuroimaging data. Data Sources & API Integration: We will link external databases like ClinVar and normative repositories for real-time updates, adhering to strict privacy standards. Testing & Deployment: Rigorous testing and secure deployment on AWS/GCP will ensure scalability and compliance. We are committed to delivering a platform that exceeds your expectations. Sincerely, Raman Ladhani and the CnELIndia Team

€500 EUR in 7 days

4.9

(613 reviews)

9.0

@rexzetsolutions

I have extensive experience in developing medical annotation systems and working with complex data integration projects. Technical Approach: - Develop frontend using HTML/CSS, JavaScript, and Streamlit for user interface. - Implement backend with Python using Flask or FastAPI for API endpoints. - Utilize PostgreSQL for structured data storage and integrate pre-trained NLP/ML models for data processing. - Visualize data using Matplotlib or Plotly and deploy the platform using Docker on cloud services like AWS/GCP/Azure. Relevant Technologies: - Frontend: HTML/CSS, JavaScript, Streamlit - Backend: Python, Flask or FastAPI - Database: PostgreSQL - AI/ML Models: Hugging Face, TensorFlow, PyTorch - Graphing: Matplotlib, Plotly - Deployment: Docker, AWS/GCP/Azure Testing and Integration Plan: - Conduct thorough unit and integration testing to ensure functionality and data accuracy. - Perform user acceptance testing with clinicians and researchers for feedback. - Integrate with external databases for neuroimaging, neuropsychological scores, genetic variants, and biomarkers. Performance and Scalability Optimizations: - Optimize AI/ML models for fast data extraction and annotation. - Implement caching mechanisms for frequent data queries to enhance platform performance. - Utilize cloud services for auto-scaling to handle increased user load. By following this approach, using cutting-edge technologies, rigorous testing, and optimization strategies, the Neurodiagnoses platform will be reliable, scalable, and user-ready for clinicians and researchers to streamline diagnostic annotations and research studies.

€750 EUR in 7 days

4.8

(355 reviews)

7.4

@NayaPakistan

Hello! The provided project description for "Neurodiagnoses" outlines ambitious goals for developing an automated platform for neurodegenerative disease diagnosis. I understand the significance of providing accurate and efficient methods for clinical decision-making. One approach to address these objectives could involve integrating multimodal data sources using AI algorithms to generate diagnostic annotations structured around a tridimensional framework. This will facilitate collaborative efforts between clinicians and researchers. May I inquire about the specific modalities of neuroimaging data that will be utilized? Furthermore, could you provide additional insights into the mechanisms for incorporating relevant biomarkers and genetic variants into the diagnostic annotations? Looking forward to discussing this further. Regards, Muhammad Azeem

€600 EUR in 1 day

4.9

(431 reviews)

7.5

@phpdeveloper100

With my extensive 13+ years in web development and design, I can assure you that the Neurodiagnoses platform is in capable hands. My skills in CSS, HTML, JavaScript, and PHP combined with my proficiency in using unique tools like Streamlit, Flask/FastAPI, PostgreSQL, and Docker put me head and shoulders above other candidates for this project. I've honed these skills over countless projects, including many complex databases architectures for CMSs, CRMs, E-commerce platforms and more. Not only am I capable of creating an efficient web-based platform that can process substantial amounts of structured and unstructured data, but I thrive on the challenge using pre-trained or even fine-tune new NLP/ML models to extract valuable clinical insights from these various data streams. My experience extends to integrating multiple APIs as necessary for dynamic updates and clear understanding of non-responsibility clauses and terms of use to ensure legal Compliance. Kindly note I am full feldged developers and work for 17 hours in a day.I am ready to start the project kindly open the private message box so that we start the communication in details. Please open Message box so that we discuss it in detail Expertise ================== - PHP - Code Ignator - Wordpress - Zen-cart - X-Cart - Website Design - Ajax - Html + Bootstrap - Javascript - Mysql Reporting - Crm Development - CDR - Asterisk - Api's

€700 EUR in 25 days

4.9

(87 reviews)

7.5

@kanika6665

Dear Manuel, I hope you're doing well! I'm thrilled about the opportunity to work on the "Neurodiagnoses - Automated Diagnostic Annotation Platform for Neurodegenerative Diseases" project. It sounds like an exciting and impactful endeavor! I have extensive experience in PHP, JavaScript, HTML5, and CSS, which are the skills required for this project. My background in web development and SEO expertise could be valuable in creating a user-friendly and optimized platform. One question I have is: How critical is it for the platform to seamlessly integrate with multiple databases for neuroimaging, neuropsychological scores, genetic variants, and biomarkers? Looking forward to the possibility of collaborating on this innovative project! Regards, KANIKA

€585 EUR in 17 days

5.0

(80 reviews)

7.0

@Fazeennazar

Having been in the industry for over 7 years as a senior engineer, I bring a wealth of experience to your project. I am very well-versed in the core technologies you require for the platform such as Python, Flask, JavaScript, Streamlit and have extensive knowledge of Medical annotations. In terms of data processing, I have a strong command and regularly use PostgreSQL for structured data storage which would be perfect for this project. I understand that you aim to integrate multiple databases for neuroimaging and neuropsychological scores among others. With my skills in database integration using neuroimaging repositories, normative datasets and genetic databases, I am confident that I can help implement this efficiently. Furthermore, since privacy is a key concern, I have hands-on experience with anonymization of uploaded data. Lastly, my proficiency in AWS/GCP/Azure along with Docker for deployment aligns directly with your needs. Additionally, I know how to effectively incorporate various ML models like TensorFlow or PyTorch for automated diagnostic annotations. With these skills and my strong commitment to producing high-quality work on time and on budget, I believe I am the best fit for your project

€500 EUR in 7 days

4.9

(105 reviews)

7.1

@vovapod

Hello, Manuel. My name is Volodymyr, i'm a Project Manager and Lead of our small team (15+ members). We can help you with this project. At this time we are open to new projects. We will try our best, as usual:) Best regards, VepBit Team.

€800 EUR in 21 days

5.0

(57 reviews)

6.9

@aftabahmad334

I want professional work and believe on quality of work and clients satisfaction that will be my in professional environment to provide best services to my clients. I am working as Web developer specially word press expert.I have about 9 years of experience in web development - My expertise are in PHP, HTML,Jquery,CSS,Ajax,Mysql related technologies and multiple plateform responsiveness. - PHP Development, Object orriented programming techniques. - Ajax, jquery, HTML, HTML5,CSS,CSS3 ,bootstrap and responsive designs - Databases as Mysql, mysqli and Oracle

€250 EUR in 10 days

5.0

(97 reviews)

6.3

@leemitDE

With more than 8 years of experience in web development and design, I bring a comprehensive skill set to fulfill your requirements for the Neurodiagnoses project proficiently. My expertise in CSS, HTML, HTML5, JavaScript, and PHP aligns perfectly with the core technologies needed for the project. Alongside, I have worked extensively with WordPress and Woocommerce which display my adaptability and agility to different ecosystems. Additionally, for this platform, I understand the prominence of data accuracy, security, and enhanced user experience. Consequently, I propose using my deep understanding of not only front-end development but also back-end (including Flask or FastAPI of Python for the backend), database management (specifically PostgreSQL), AI/ML models (like Hugging Face and TensorFlow for NLP) and deployment (Docker or AWS/GCP/Azure) to construct an intuitive and seamless system. Lastly, as an IT manager for 2 years before deciding to freelance, I have honed a problem-solving approach to ensure smooth functioning of intricate systems while maintaining impeccable communication. Embracing dynamism in technology is another key attribute that makes me stand out. Therefore, considering my well-aligned skills and commitment to delivering quality work within deadlines - I am ready to pour my expertise into making Neurodiagnoses a highly sophisticated yet user-friendly medical annotation system.

€500 EUR in 7 days

5.0

(39 reviews)

6.4

@dahani9091

Greetings! I'm Adel, an experienced machine learning engineer with a passion for healthcare AI solutions. With my expertise in natural language processing, computer vision, and data integration, I'm confident in delivering a robust and user-friendly Neurodiagnoses platform. My creative approach involves leveraging state-of-the-art pre-trained models, fine-tuning them on relevant datasets, and developing custom architectures for multimodal data fusion. I'll ensure interpretability and transparency, enabling clinicians to understand the reasoning behind annotations. Additionally, I'll prioritize data privacy, anonymization, and compliance with regulations. To provide a comprehensive solution, I'd like to understand the specific data formats and sources you plan to integrate. Also, could you clarify the desired level of automation for the annotation process? I'm excited to collaborate and create a platform that streamlines neurodegenerative disease diagnosis while adhering to the highest standards.

€750 EUR in 7 days

4.9

(14 reviews)

6.1

@Zulfiqar95

Hi Dear, I am thrilled to have the opportunity to propose my graphic design services for your upcoming project. With my extensive experience and passion for visual storytelling, I am confident in my ability to bring your vision to life. First and foremost, I believe in the power of effective communication through design. I will work closely with you to understand your brand, target audience, and project goals. By conducting thorough research and analysis, I will ensure that the design elements, color schemes, and typography align with your brand identity and convey the desired message to your audience. Additionally, I will employ the latest industry trends and techniques to create captivating visuals that leave a lasting impression. Furthermore, I understand the importance of timeliness and professionalism in the design process. I am committed to delivering high-quality work within the agreed-upon deadlines. My efficient workflow and attention to detail will guarantee that your project is completed to your utmost satisfaction. I would love the opportunity to discuss your project in more detail and showcase my portfolio of previous work. Thank you for considering my proposal, and I look forward to the possibility of collaborating with you to create visually stunning designs. I eagerly await your message and am excited to hear from you. Best regards,

€500 EUR in 2 days

4.9

(46 reviews)

5.9

@LiveExperts

Hi there,I'm biddin on your project "A Web-Platform for a new Medical Annotation System" 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. .. .

€750 EUR in 6 days

5.0

(12 reviews)

5.4

@dataspro

Nice to talk you neurosciences, After reading in detail the requirements of your project and concluding that they match my areas of knowledge and skills, I would like to introduce myself. My name is Anthony Muñoz and I am the lead engineer for DS Pro IT agency. I have worked for over 10 years in Backend and software development and have successfully done multiple jobs. It will be a pleasure to work together to make your project a reality. Please feel free to contact me. I´m looking forward to working with you. I really appreciate your time and remain attentive to any request or question. Greetings

€980 EUR in 7 days

4.7

(8 reviews)

5.8

@umg536

Hi there Manuel M., I have skimmed thorough the attachment on your project I'm bidding on your project "A Web-Platform for a new Medical Annotation System". Let's dive in and have a meeting I am expert in this area. please leave a message on my chat so we can discuss the budget and deadline of the project. I have read your project description and i'm confident i can do this project for you perfectly. Regards, Usama ..

€750 EUR in 2 days

5.0

(7 reviews)

5.2

@ChiragDeol

Two technical questions that are crucial for understanding the project requirements are: 1. How will the platform handle the integration of multiple databases for neuroimaging, neuropsychological scores, genetic variants, and biomarkers? Will there be a specific API for each database or a unified API for data retrieval? 2. In terms of data security and privacy, how will the platform ensure the automatic anonymization of all uploaded data while still providing detailed diagnostic annotations to clinicians and researchers? Hello, After reviewing the detailed project description for Neurodiagnoses - Automated Diagnostic Annotation Platform for Neurodegenerative Diseases, I am confident in my ability to deliver a high-quality and efficient solution that meets your requirements. With over 8 years of experience in website development, I have worked on a diverse range of projects, including platforms like Teachmint, BigBlueButton, Eurocupid, TaskDrive, Unibet, Travelocity, and Bitstamp. Each project has added to my expertise in frontend development using HTML/CSS, JavaScript, Python for backend development, and integrating databases like PostgreSQL for data storage. I believe that the technical specifications mentioned for Neurodiagnoses align well with my skill set. Using technologies like Streamlit for UI development, Python frameworks like Flask or FastAPI for backend, and visualization tools like Matplotlib or Plotly, I am confident in my ability to deliver a user-friendly and functional platform. In addition to the core technologies, I have experience in deploying web applications using Docker and cloud platforms like AWS, GCP, and Azure, ensuring scalability and reliability. I look forward to discussing the project further and collaborating with you to create a successful Neurodiagnoses platform that meets your expectations. Warm Regards, Chirag

€890 EUR in 28 days

5.0

(27 reviews)

5.2

@vladang

Hello! As I'm a senior Full-Stack developer, I have 15+ years of experience in web development using JavaScript, HTML, CSS, , MySQL, and Python. I'm available to start your project right now and work full time for your project. So far, I have worked on several projects such as Rental, Health, Shopping E-commerce. I always focus on writing the clean, reusable code to facilitate any update. Also, can do daily communication with you and will report my good work result to you daily. Anyway, I don't want to brag and write about myself anymore here and will show my skill in my real work. Looking forward to hearing from you. Best Regards. Vladimir

€4,000 EUR in 7 days

5.0

(32 reviews)

5.3

@fullstack0407

** NO UPFRONT PAYMENT ** I can start immediately My name is Amarjeet Singh I have read your job I am very familiar & specialized in PHP Website Design Graphic Design MySQL HTML I am very excited to see your job posting as I am confident that I am a perfect fit for what you are looking for I have checked out all your requirements regarding application development and we can help you. AM highly interested in your project, as I have worked on many similar projects. Apart from this i have make good use of APIs and web services. I have integrated API and web services. If you award me the project I'd be very happy to discuss this further and get started for you as soon as possible. You can see an example of one of those projects in my portfolio here: https://www.freelancer.in/u/fullstack0407

€500 EUR in 30 days

4.7

(43 reviews)

5.5

@simlasikder

With your project having a strong foundation on Frontend and Backend technologies such as HTML, CSS, JavaScript, and Python along with a requirement for the usage of PostgreSQL & Data manipulation using AI/ML models. Let me assure you that our team will be an excellent fit. We have proficient expertise in all these technologies gained over a decade of experience. When it comes to managing data sources and ensuring seamless integration, we are highly skilled at building robust databases from APIs and repositories with precision. Our mastery includes amalgamating various neurodegenerative disease-related repositories. We are also well-versed in plotting libraries such as Matplotlib, Plotly which will allow for showcasing the results effectively. Most importantly, your project emphasizes privacy concerns, sensitive data handling & ensuring compliance with CC-BY licensing. This is something we don't just comply with as professionals but extensively practice in every aspect of our work. Our deep understanding of legal considerations can help us navigate this responsibly.

€250 EUR in 7 days

5.0

(25 reviews)

4.9

@daniel21it

Dear Manuel. I hope these bid sentences find you well. Just read your job post carefully and exactly understand that you're seeking a skilled software developer to create an innovative and efficient diagnostic annotation platform for neurodegenerative diseases. As I'm a seasoned web application developer who has rich experience in frontend and backend technologies, data integration, and machine learning, so I am confident in your project. These are my core skillsets and I can complete your project in a short time with a High-Quality Code and a Perfect Result. A good eye for design will make me able to build the clean and attractive UI. And also the deep knowledge about data structures and algorithms makes me find the best solution and deliver the high-quality product. Therefore, I wanna say to you that I can work with all my wisdom and passion for developing automated annotations, implementing machine-learning models, ensuring data privacy, and creating a user-friendly interface. I look forward to hearing from you soon hoping I can get an opportunity to work on this interesting project. Let's collaborate and build something amazing together. Thank you, Daniel.

€720 EUR in 4 days

5.0

(4 reviews)

4.3

@imranarshad87

Dear Sir, Can you please share bit more detail as how you would integrate clinical and neuroimaging data sources into the platform, how the data upload as file or it would be real-time data syncs to integrate with external repositories? Do you currently considering any specific pre-trained NLP/ML models for data extraction and annotation? I am happy to offer my services for the Neuro diagnoses platform, which will automate diagnostic annotations for neurodegenerative diseases. I have more than 10 years of experience working in Python, Flask/FastAPI, and data visualization tools. I hope i will meet your expectations in delivering a scalable solution to integrates clinical data to generate meaningful insights. Please don't consider the bid price. Let’s connect thru’ chat for one to one discussion. Kind Regards, Imran Arshad PS: My Portfolio can be shared thru’ chat on your request.

€500 EUR in 7 days