AI ICD-10-CM Coding Tool

@MQamar123

With my extensive background in software development and AI, I am more than equipped to handle your project, "AI ICD-10-CM Coding Tool". The seven years I've spent in the industry allowed me to cultivate a diverse skill set that includes web development, mobile application development, and cloud computing - all of which overlap with the requirements of this task. My experience with OCR noise handling in particular will be valuable as we work with digital copies of paper medical charts. Moreover, my proficiency in programming languages like Python and frameworks like Django qualify me for this project on NLP. I've previously worked on clinical NLP pipelines and your mention of transformer models resonates well with my expertise. Additionally, rest assured about compliance as I have also developed rule-based post-processing techniques in the past that include explainability and auditing - essential facets for your healthcare project. To further gauge my capability, let's include a small test suite within the deliverables for the records you've mentioned. This way, you can check the tool's performance against your objectives before submitting it. With comprehensive documentation of the setup, model logic, and retraining process, I'll ensure easy maintenance even when new Coding Clinic updates arise. Choose me for a solution that not only matches but exceeds your expectations.

@vasudharao9

Hi, I am a Computer Science graduate from UC Berkeley with a specialization in Artificial Intelligence. I have over 10 years of experience working in the AI/ML. I can help you extract the coding from the medical records. Message me to discuss this further. Thanks

@Hemantt841

With 7 years of experience in developing NLP-driven applications, I am the best fit to complete this AI ICD-10-CM Coding Tool project. I have the relevant skills and expertise to deliver a solution that meets your requirements. How I will complete this project: - Develop an NLP model (or ensemble) to process scanned medical charts and generate accurate ICD-10-CM codes. - Implement a validation mechanism to ensure supporting documentation is present and flag any gaps. - Create a feature to suggest physician queries for records lacking specificity. - Ensure strict compliance, explainability, and an audit trail for transparency. - Provide rationale for each code generated, highlight triggering text, and return confidence scores for verification. Tech stack I will use: - NLP techniques for text processing and code generation. - OCR for handling scanned documents. - Transformer models for accurate coding. - API or command-line interface for batch processing. - Documentation for setup, model logic, and retraining instructions. I have previously worked on similar solutions involving clinical NLP pipelines and compliance requirements. My approach will ensure the tool meets the objectives outlined in the project description. I am confident in delivering a high-quality solution within the specified timeline. I look forward to discussing further details and collaborating on this proje

@ixorawebmob

Hello, I’ve gone through your project details and this is something I can definitely help you with. I have 10+ years of experience in mobile and web app development, with a strong focus on AI and NLP technologies. I understand the importance of compliance and accuracy in healthcare applications. My approach will ensure that your NLP-driven tool for ICD-10-CM coding meets the necessary guidelines and performs efficiently. I have experience working with similar projects, developing models that validate data and provide clear audit trails. My plan is to analyze your project requirements thoroughly, develop the NLP model that processes the specified document types, and create a lightweight API for seamless integration. I'll ensure that the tool generates accurate codes, validates documentation, and provides physician queries as required. Here is my portfolio: https://www.freelancer.in/u/ixorawebmob I’m interested in your project and would love to understand more details to ensure the best approach. Could you clarify: 1. What document formats will you provide? 2. Are there specific performance benchmarks or metrics you’re aiming for? 3. How often will Coding Clinic updates be applied? Let’s discuss over chat! What document formats will you provide? Regards, Arpit

@phpxpert89

Hello Parri Francis Vivek K., I checked your project, and it looks interesting. This is something we already work on, so the requirements are clear from the start. We mainly work on Data Processing, Machine Learning (ML), OCR, Software Development, Compliance, API Development, Natural Language Processing We focus on making things simple, reliable, and actually useful in real life not overcomplicated stuff. Let’s connect in chat and see if we’re a good fit for this. Best Regards, Ali nawaz

@mariamz24

Hello Parri Francis Vivek K., We went through your project description and it seems like our team is a great fit for this job. We are an expert team which have many years of experience on Data Processing, Machine Learning (ML), OCR, Software Development, Compliance, API Development, Natural Language Processing Please come over chat and discuss your requirement in a detailed way. Regards

@Shekhar1310

Dear Sir, I am excited to apply for this opportunity. I currently work as a Data Scientist in a healthcare company, where I regularly handle ICD-10-CM–based patient data, large-scale clinical datasets, and real-world healthcare records. My work includes cohort creation, feature engineering from diagnosis codes, and building predictive models on patient-level data. This has given me strong practical experience working with complex clinical datasets while maintaining data integrity and compliance standards. I hold a Master’s degree in Biomedical Engineering from IIT Guwahati, which enables me to understand both the technical and clinical aspects of healthcare data. This background helps me interpret medical terminologies, disease classifications, and patient-level signals effectively. What I bring to this project: 1)Strong experience with ICD-10-CM coding systems and healthcare data pipelines 2)Expertise in Python (Pandas, Scikit-learn, PyTorch) 3)Experience in model development, validation, and optimization By combining healthcare domain knowledge with strong machine learning expertise, I ensure solutions that are both technically robust and clinically meaningful. I would be happy to discuss your requirements and outline a clear roadmap for delivering high-quality results. Best regards, Shekhar Jyoti Nath