Information System Design: Intelligent Healthcare Informatics

Proceedings of Ninth International Conference on Information System Design and Intelligent Applications (ISDIA 2025), Volume 1
Herausgegeben:Bhateja, Vikrant; Oroumchian, Farhad; Tang, Jinshan; Omar, Zaid

• Broschiertes Buch

Produktbeschreibung

This book presents a collection of high-quality, peer-reviewed research papers from 9th International Conference on Information System Design and Intelligent Applications (ISDIA 2025), held in Dubai, UAE, from January 3 4, 2025. It covers a wide range of topics in computer science and information technology, including data mining and data warehousing, high-performance computing, parallel and distributed computing, computational intelligence, soft computing, big data, cloud computing, grid computing, cognitive computing, and information security.

Produktdetails

• Lecture Notes in Networks and Systems 1537
• Verlag: Springer / Springer Nature Singapore / Springer, Berlin
• Artikelnr. des Verlages: 978-981-96-9241-5
• Seitenzahl: 490
• Erscheinungstermin: September 2025
• Englisch
• Abmessung: 235mm x 155mm
• ISBN-13: 9789819692415
• Artikelnr.: 74340827

Inhaltsangabe

Enhancing Early Glaucoma Diagnosis through Machine Learning Techniques.- Classification of Blood Disorders using Machine Learning Algorithms.- Leveraging AI for Early and Precise Detection of Thyroid Disorder.- Enhancing Stroke Prediction through Machine Learning: A Comparative Study of Key Algorithms.- Comparative Analysis of Machine Learning Techniques in Diabetes Prediction.- Exploring Emotion Recognition through EEG Brainwave Data: A Comparative Analysis of Machine Learning and Deep Learning Approaches.- "Optical Flow-Based Localization of Anatomical Landmarks in Colonoscopy".- Efficient Respiratory Disease Classification Using Customized CNN on a Large Kaggle Dataset.- Comparative Analysis of Regressor Models for Predicting Heart Attack Risk: A Comprehensive Evaluation Using Regression Metrics and Visualization.- Comparative Analysis of Data Balancing Techniques in Prostate Cancer Classification Using Machine Learning and Deep Learning.- AI as the Stepping Stone of Revolution in Maxillofacial Prosthodontic Shade Selection.- GradTX Net: Leveraging Transformers for Accurate Diabetic Foot Ulcer Severity Grading.- Deep Learning-Based Skin Cancer Classification and Localization: A Comprehensive Approach for Accurate Diagnosis and Localization of Skin Cancers.- Predicting Breast Cancer Recurrence Using Machine Learning and Deep Learning Models: A Comparative Study.