AI For Health Care Role Of Machine Learning In Early Diseases Prediction

In the past, doctors' observations were frequently used to make diagnoses, which could cause therapeutic delays. These days, artificial intelligence (AI) employs big data, deep learning, and machine learning to identify patterns in massive medical records, improving detection speed and accuracy. CNNs, RNNs, and SVMs are examples of Al models that are assisting in records, improving detection speed and accuracy. CNNS, RNNs, and SVMs are examples of Al models that are assisting in the early diagnosis of mental health issues, diabetes, cancer, and heart disease. Al also aids in the development of individualized treatment programs with the aid of wearable technology, genetic data, and electronic health records.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-11-10
DOI
https://doi.org/10.5281/zenodo.17570955
Primary Topic
Machine Learning in Healthcare
Type
article
Field-Weighted Citation Impact
0.00
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article

AI For Health Care Role Of Machine Learning In Early Diseases Prediction

Zenodo (CERN European Organization for Nuclear Research)
Machine Learning in Healthcare
article

AI For Health Care Role Of Machine Learning In Early Diseases Prediction

article en

Abstract

In the past, doctors' observations were frequently used to make diagnoses, which could cause therapeutic delays. These days, artificial intelligence (AI) employs big data, deep learning, and machine learning to identify patterns in massive medical records, improving detection speed and accuracy. CNNs, RNNs, and SVMs are examples of Al models that are assisting in records, improving detection speed and accuracy. CNNS, RNNs, and SVMs are examples of Al models that are assisting in the early diagnosis of mental health issues, diabetes, cancer, and heart disease. Al also aids in the development of individualized treatment programs with the aid of wearable technology, genetic data, and electronic health records.

Zenodo (CERN European Organization for Nuclear Research)
Good health and well-being
Openalex Percentile: Top 22%
Machine Learning in Healthcare
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AI For Health Care Role Of Machine Learning In Early Diseases Prediction · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS