Description

Book Synopsis

.- 1 Enhancing the Prediction and Classification Performance of Alzheimer Diseases using Voting Rule of Ensemble Learning.- 2 Deep Learning based AI Diagnostic Open API Architecture for Healthcare Applications.- 3 Mathematical Model-Driven Multi-Channel Matrix-based ECG Signal Features Transformation: Impact on Deep Learning Classification of Cardiac Arrhythmia.- 4 Enhancing Lung Disease Detection using DCGAN-Augmented Chest X-Ray Images for CNN Training.- 5 Transforming Multi-Lead ECG Signals into Gramian Angular Field Images for Enhanced Cardiovascular Disease Classification with Hybrid Deep Learning Models: A Case Study on Arrhythmia, etc.

Proceedings of the 4th International Conference on Advances in Communication Technology and Computer Engineering ICACTCE24

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    A Paperback by Celestine Iwendi

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      View other formats and editions of Proceedings of the 4th International Conference on Advances in Communication Technology and Computer Engineering ICACTCE24 by Celestine Iwendi

      Publisher: Springer
      Publication Date: 11/07/2025
      ISBN13: 9783031946226, 978-3031946226
      ISBN10:

      Description

      Book Synopsis

      .- 1 Enhancing the Prediction and Classification Performance of Alzheimer Diseases using Voting Rule of Ensemble Learning.- 2 Deep Learning based AI Diagnostic Open API Architecture for Healthcare Applications.- 3 Mathematical Model-Driven Multi-Channel Matrix-based ECG Signal Features Transformation: Impact on Deep Learning Classification of Cardiac Arrhythmia.- 4 Enhancing Lung Disease Detection using DCGAN-Augmented Chest X-Ray Images for CNN Training.- 5 Transforming Multi-Lead ECG Signals into Gramian Angular Field Images for Enhanced Cardiovascular Disease Classification with Hybrid Deep Learning Models: A Case Study on Arrhythmia, etc.

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