An AI-Powered Chatbot for Advanced Scan Interpretation of Brain Tumors, Pneumonia, and Lung Cancer

By combining Natural Language Processing with cutting-edge Machine Learning techniques, the intelligent medical chatbot will transform healthcare by helping to diagnose brain tumors, pneumonia, and different types of cancer. It will be possible for users to upload CT and MRI scans for a wide-range analysis using TensorFlow-driven deep learning models that will be accurate in detecting abnormalities. The system will also allow interactive medical consultations. Users will be able to talk about symptoms, illnesses, and diagnoses in a natural, conversational way. It will be supported by LangChain for intelligent dialogue management, Sentence Transformers for semantic understanding, and FAISS for rapid medical information retrieval. Ngrok API will be ensuring secure and scalable web deployment to let as many people reach the chatbot. This is an innovation that combines advanced image analysis with conversational AI to enhance medical diagnostics. It provides a new simple yet extremely effective tool for health assessment and consultation to people.

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Publication Details

Published
2025-04-29
DOI
https://doi.org/10.1109/aimla63829.2025.11041546
Primary Topic
Machine Learning in Healthcare
Type
article
Field-Weighted Citation Impact
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article

An AI-Powered Chatbot for Advanced Scan Interpretation of Brain Tumors, Pneumonia, and Lung Cancer

Keerthiga Karthikeyan, S. Gayathri, P Synthan, V Gokulnath
Machine Learning in Healthcare
article

An AI-Powered Chatbot for Advanced Scan Interpretation of Brain Tumors, Pneumonia, and Lung Cancer

Keerthiga Karthikeyan, S. Gayathri, P Synthan, V Gokulnath
article en

Abstract

By combining Natural Language Processing with cutting-edge Machine Learning techniques, the intelligent medical chatbot will transform healthcare by helping to diagnose brain tumors, pneumonia, and different types of cancer. It will be possible for users to upload CT and MRI scans for a wide-range analysis using TensorFlow-driven deep learning models that will be accurate in detecting abnormalities. The system will also allow interactive medical consultations. Users will be able to talk about symptoms, illnesses, and diagnoses in a natural, conversational way. It will be supported by LangChain for intelligent dialogue management, Sentence Transformers for semantic understanding, and FAISS for rapid medical information retrieval. Ngrok API will be ensuring secure and scalable web deployment to let as many people reach the chatbot. This is an innovation that combines advanced image analysis with conversational AI to enhance medical diagnostics. It provides a new simple yet extremely effective tool for health assessment and consultation to people.

Good health and well-being
Openalex Percentile: Top 93%
Machine Learning in Healthcare
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