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[HTML][HTML] A comparative study of classification and prediction of Cardio-Vascular Diseases (CVD) using Machine Learning and Deep Learning techniques
Abstract Cardio-Vascular Diseases (CVD) are found to be rampant in the populace leading
to fatal death. The statistics of a recent survey reports that the mortality rate is expanding due …
to fatal death. The statistics of a recent survey reports that the mortality rate is expanding due …
How computers see gender: An evaluation of gender classification in commercial facial analysis services
Investigations of facial analysis (FA) technologies-such as facial detection and facial
recognition-have been central to discussions about Artificial Intelligence's (AI) impact on …
recognition-have been central to discussions about Artificial Intelligence's (AI) impact on …
An active learning machine technique based prediction of cardiovascular heart disease from UCI-repository database
S Srinivasan, S Gunasekaran, SK Mathivanan… - Scientific reports, 2023 - nature.com
Heart disease is a significant global cause of mortality, and predicting it through clinical data
analysis poses challenges. Machine learning (ML) has emerged as a valuable tool for …
analysis poses challenges. Machine learning (ML) has emerged as a valuable tool for …
Big data analytics for preventive medicine
Medical data is one of the most rewarding and yet most complicated data to analyze. How
can healthcare providers use modern data analytics tools and technologies to analyze and …
can healthcare providers use modern data analytics tools and technologies to analyze and …
HEMS-IoT: A big data and machine learning-based smart home system for energy saving
Energy efficiency has aroused great interest in research worldwide, because energy
consumption has increased in recent years, especially in the residential sector. The …
consumption has increased in recent years, especially in the residential sector. The …
[HTML][HTML] Clinical decision support system: Risk level prediction of heart disease using weighted fuzzy rules
PK Anooj - Journal of King Saud University-Computer and …, 2012 - Elsevier
As people have interests in their health recently, development of medical domain application
has been one of the most active research areas. One example of the medical domain …
has been one of the most active research areas. One example of the medical domain …
Stark assessment of lifestyle based human disorders using data mining based learning techniques
Background: Medical informatics has observed an unrestrained growth in the database.
Latest advancements in the field of medical sciences have wiped out lots of critical diseases …
Latest advancements in the field of medical sciences have wiped out lots of critical diseases …
[HTML][HTML] An intelligent Medical Cyber–Physical System to support heart valve disease screening and diagnosis
Cardiovascular diseases are currently the major causes of death globally. Among the
strategies to prevent cardiovascular issues, the automated classification of heart sound …
strategies to prevent cardiovascular issues, the automated classification of heart sound …
[HTML][HTML] A novel ensemble artificial intelligence approach for gully erosion map** in a semi-arid watershed (Iran)
In this study, we introduced a novel hybrid artificial intelligence approach of rotation forest
(RF) as a Meta/ensemble classifier based on alternating decision tree (ADTree) as a base …
(RF) as a Meta/ensemble classifier based on alternating decision tree (ADTree) as a base …
Comparing performance of data mining algorithms in prediction heart diseases
Heart diseases are among the nation's leading couse of mortality and moribidity. Data
mining teqniques can predict the likelihood of patients getting a heart disease. The purpose …
mining teqniques can predict the likelihood of patients getting a heart disease. The purpose …