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

• Autore: Bhateja Vikrant
• Pubblicazione: Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025
• Edizione: 1st ed. 2025.
• Descrizione fisica: 1 online resource (766 pages)
• Disciplina: 006.3
• Soggetto topico: Computational intelligence; Artificial intelligence; Telecommunication; Computational Intelligence; Artificial Intelligence; Communications Engineering, Networks
• Nota di contenuto: 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.
• Sommario/riassunto: 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.
• Titolo autorizzato: Information System Design: Intelligent Healthcare Informatics
• ISBN: 981-9692-42-3
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9911047824103321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Networks and Systems, . 2367-3389 ; ; 1537