Role of Artificial Intelligence in Early Detection of Cancer: A Review Focused on Breast, Lung, and Skin Cancer

In the area of medical diagnostics, artificial intelligence (AI) has become a game-changing tool, especially for the early diagnosis of cancer. This review investigates the use of AI technology for early detection and prognostication of skin, lung, and breast cancers. AI algorithms have proven remarkably accurate and efficient by using imaging and histopathology data to recognize patterns. The article outlines AI-based diagnostic systems' recent developments, present drawbacks, and prospective future developments. The objective is to provide a thorough yet targeted summary of how AI is changing cancer diagnosis, enhancing patient outcomes, and assisting medical professionals.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-01-01
DOI
https://doi.org/10.5281/zenodo.16925807
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

Role of Artificial Intelligence in Early Detection of Cancer: A Review Focused on Breast, Lung, and Skin Cancer

Zenodo (CERN European Organization for Nuclear Research)
Geochemistry and Geologic Mapping
article

Role of Artificial Intelligence in Early Detection of Cancer: A Review Focused on Breast, Lung, and Skin Cancer

article en

Abstract

In the area of medical diagnostics, artificial intelligence (AI) has become a game-changing tool, especially for the early diagnosis of cancer. This review investigates the use of AI technology for early detection and prognostication of skin, lung, and breast cancers. AI algorithms have proven remarkably accurate and efficient by using imaging and histopathology data to recognize patterns. The article outlines AI-based diagnostic systems' recent developments, present drawbacks, and prospective future developments. The objective is to provide a thorough yet targeted summary of how AI is changing cancer diagnosis, enhancing patient outcomes, and assisting medical professionals.

Zenodo (CERN European Organization for Nuclear Research)
Good health and well-being
Openalex Percentile: Top 68%
Geochemistry and Geologic Mapping
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Role of Artificial Intelligence in Early Detection of Cancer: A Review Focused on Breast, Lung, and Skin Cancer · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS