DIABETES PREDICTION USING MACHINE LEARNING APPROACH: DE - Softcover

Kaur, Navneet; Jahaan, Tasneem

 
9786209374609: DIABETES PREDICTION USING MACHINE LEARNING APPROACH: DE
Softcover
ISBN 10: 6209374603 ISBN 13: 9786209374609
Verlag: LAP LAMBERT Academic Publishing, 2025

Inhaltsangabe

Diabetes mellitus, commonly known as diabetes, is a group of metabolic disorders characterized by a high blood sugar level (hyperglycemia) over a prolonged period of time. Symptoms often include frequent urination, increased thirst and increased appetite. If left untreated, diabetes can cause many health complications. In the medical field, it is essential to predict diseases early to prevent them. Diabetes is one of the most dangerous diseases all over the world. In modern lifestyles, sugar and fat are typically present in our dietary habits, which have increased the risk of diabetes. Diabetes mellitus (DM) is a metabolic disorder characterized by increased blood glucose. The pathology can manifest itself with different conditions, including neuropathy, the main consequence of diabetic disease. To predict the disease, it is extremely important to understand its symptoms. The proposed framework is introduced to overcome all the disadvantages that arise in the existing system. This system will increase the accuracy of the results by prediction of diabetes by using ANN deep learning algorithms. It enhances the performance of the overall classification results.

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Über die Autorin bzw. den Autor

Navneet Kaur  received her B.Tech degree from NIT,Surat, India and M.Tech from Barkatullah University, Bhopal, India. She has more than 23 years of teaching experience of UG and PG students.Her main research interests include Mobile ad-hoc network,routing protocols and artificial intelleigence. She is a life member of IETE.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
6209374603
ISBN 13 
9786209374609
Einband
Taschenbuch
Anzahl der Seiten
80
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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