Cancer Care Nexus

S. Radha Rani, T. Praveen, G. Srihitha, K. Teja Surya Narayana, N. Harika

2025

Abstract

The Cancer Care Nexus is an AI diagnostics plat- form for early cancer detection of breast, lung, skin, and blood cancer through machine learning and deep learning algorithms. The conventional diagnosis of cancer is invasive, time-consuming, and costly, making it inaccessible. The project fills these gaps with the application of Random Forest algorithms for text diagnosis and Convolutional Neural Networks (CNNs) for image diagnosis, which are efficient and accurate. Cancer Care Nexus offers a unified and easy-to-use interface, where health workers can input text or image and obtain reliable predictions, enabling multi- cancer diagnosis in a single platform. The system is scalable, adaptive, and privacy-friendly, providing secure processing of medical information. Future enhancement includes the expansion of cancer detection, model performance enhancement, and real- time predictive analysis integration. The project is a key milestone in AI-based healthcare making cancer detection faster, more accessible, and more accurate, which translates to improved patient outcomes in the world.

Paper Citation

in Harvard Style

Rani S., Praveen T., Srihitha G., Narayana K. and Harika N. (2025). Cancer Care Nexus. In Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25; ISBN 978-989-758-777-1, SciTePress, pages 623-630. DOI: 10.5220/0013917900004919

in Bibtex Style

@conference{icrdicct`2525,
author={S. Rani and T. Praveen and G. Srihitha and K. Narayana and N. Harika},
title={Cancer Care Nexus},
booktitle={Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25},
year={2025},
pages={623-630},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013917900004919},
isbn={978-989-758-777-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25
TI - Cancer Care Nexus
SN - 978-989-758-777-1
AU - Rani S.
AU - Praveen T.
AU - Srihitha G.
AU - Narayana K.
AU - Harika N.
PY - 2025
SP - 623
EP - 630
DO - 10.5220/0013917900004919
PB - SciTePress